Awesome MCP

Automated. Curated. Ranked.

Model Context Protocol (MCP) servers, clients, and frameworks — the open standard for connecting AI assistants to external data sources and tools. This awesome list is automatically maintained with daily GitHub API updates. Projects are re-ranked daily based on current activity metrics.

Daily process: Merge community PRs → Scan repos → Filter stale projects → Recalculate scores → Rebuild list

AI Agents

Code Assistants

oraios/serena — Semantic code retrieval and editing toolkit ☆26,899
zilliztech/claude-context — Code search for Claude Code agents ☆12,198
CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆3,987
ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,609
ref-tools/ref-tools-mcp — Reference tools for coding agents ☆1,143
SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆304
stippi/code-assistant — LLM-powered autonomous coding assistant ☆177
lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆81
wende/cicada — AI Coders search blindly. Be their guide. ☆40
gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆33
x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆23
VertexStudio/developer — File editing, shell execution, screen capture ☆21

Human-in-the-Loop

ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆352
gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆53
RapidataAI/human-use — Enable AI to ask anyone anything ☆73
nazar256/user-prompt-mcp — User input requests for Cursor ☆21

Multi-Agent

rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆1,271
roboticforce/sugar — Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution. ☆92

Reasoning & Prompts

PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆501
ooples/token-optimizer-mcp — Token optimization with caching and compression ☆450
Rai220/think-mcp — MCP Server for reasoning ☆107
hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆89
YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆84
nikkoxgonzales/crash-mcp — Structured reasoning with step validation ☆71
gwbischof/free-will-mcp — Experimental AI self-prompting MCP server ☆37
aquarius-wing/actor-critic-thinking-mcp — Dual-perspective thinking analysis server ☆32
vasayxtx/mcp-prompt-engine — MCP Prompt Engine ☆18
abhinav-mangla/inner-monologue-mcp — Inner Monologue MCP Server ☆17
abhinav-mangla/think-tool-mcp — MCP Think Tool Server ☆16

AI Memory & RAG

Memory

vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆18,805
basicmachines-co/basic-memory — AI conversations that remember context ☆3,514
Beever-AI/beever-atlas — LLM Wiki memory for team chat (Slack, Discord, Teams) ☆433
agentic-box/memora — Persistent shared memories in SQLite ☆432
gannonh/memento-mcp — Memento MCP: A Knowledge Graph Memory System for LLMs ☆424
CheMiguel23/MemoryMesh — MCP server for knowledge graph memory ☆349
pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents ☆170
jean-technologies/jean-memory — AI memory with mem0 and graphiti ☆170
redleaves/context-keeper — Intelligent memory and context for AI agents ☆153
ukkit/memcord — MCP server for memory and context management ☆71
knowall-ai/mcp-neo4j-agent-memory — Memory management using Neo4j graphs ☆70
peless/claude-thread-continuity — Save and restore project context ☆64
hungryrobot1/MCP-PIF — Personal intelligence framework in Haskell ☆57
Yuchen20/Memory-Plus — Enhanced persistent memory management ☆56
skydeckai/mcp-server-rememberizer — An MCP Server to enable global access to Rememberizer ☆35
JamesANZ/memory-mcp — A simple MCP server that stores and retrieves memories from multiple LLMs. ☆19
unibaseio/membase-mcp — Decentralized memory layer for AI agents ☆24
ssmirnovpro/extended-memory-mcp — Cross-session persistent memory for Claude Desktop ☆17
hubertciebiada/context-crystallizer — Large repos into AI-consumable knowledge for agents ☆16

RAG

apecloud/ApeRAG — Production GraphRAG with multi-modal ☆1,287
dmayboroda/minima — On-premises conversational RAG with configurable containers ☆1,047
GreatScottyMac/context-portal — Memory bank MCP with knowledge graph ☆764
graphlit/graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform ☆379
shinpr/mcp-local-rag — MCP server for local RAG operations ☆355
hannesrudolph/mcp-ragdocs — MCP server for RAG document retrieval ☆265
needle-ai/needle-mcp — Needle MCP Server for easy RAG.Long-term memory for LLMs. ☆99
ragieai/ragie-mcp-server — Ragie Model Context Protocol Server ☆89
run-llama/mcp-server-llamacloud — LlamaCloud managed indexes connection ☆87
pinecone-io/assistant-mcp — Pinecone Assistant MCP server ☆45
vectara/vectara-mcp — Open source MCP server for Vectara ☆28
nonatofabio/local_faiss_mcp — Local FAISS MCP - semantic search for Claude/Copilot ☆33
agentset-ai/mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers ☆30
renl/mcp-rag-local — Local RAG with Ollama embeddings and ChromaDB ☆18

AI Platforms

Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆4,971
paiml/paiml-mcp-agent-toolkit — Pragmatic AI Labs toolkit for deterministic agents ☆159
IBM/wxflows — watsonx.ai Flows AI app tutorials ☆117
TheRaLabs/legion-mcp — MCP server for Legion AI platform ☆94
PromptExecution/just-mcp — mcp server for just ☆53
ai-1st/deepview-mcp — MCP server for DeepView AI analysis ☆65
atlanhq/agent-toolkit — Atlan AI Agent Toolkit ☆32
StitchAI/stitch-ai-mcp — Decentralized Knowledge Hub for AI ☆40
DumplingAI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI ☆31
PV-Bhat/gemsuite-mcp — MCP server for GemSuite tools ☆29
sequa-ai/sequa-mcp — MCP server for Sequa AI platform ☆21
patronus-ai/patronus-mcp-server — ☆16

Aggregators & Gateways

Aggregators

mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,496
metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,555
mcpjungle/MCPJungle — One place to manage & connect to all your MCP servers ☆1,173
1mcp-app/agent — Unified MCP server aggregator ☆477
K-Dense-AI/claude-skills-mcp — Claude Agent Skills vector search ☆393
OldJii/mcp-dock — Desktop MCP manager for 14 AI clients with 9200+ servers and 3100+ skills ☆221
sitbon/magg — Magg: The MCP Aggregator ☆139
wanaku-ai/wanaku — Wanaku MCP Router ☆130
badkk/awesome-crypto-mcp-servers — A collection of crypto MCP servers. ☆142
askbudi/roundtable — Zero-config MCP unifying multiple AI coding assistants ☆121
portel-dev/ncp — Natural Context Provider with smart MCP tool loading ☆97
nguyenvanduocit/all-in-one-model-context-protocol — GitLab, Jira, Confluence, YouTube ☆105
bh-rat/context-awesome — awesome-lists now available as CLI & MCP server for your agent. ☆57
VeriTeknik/pluggedin-mcp — Plugged.in MCP Server manages all your other MCPs in one MCP. ☆51
hamidra/yamcp — Local MCP workspace organization ☆66
waystation-ai/mcp — No-code secure MCP integration hub ☆58
gotoolkits/mcp-difyworkflow-server — MCP server for Dify workflow invocation ☆60
membranehq/mcp-server — MCP Server for Membrane ☆38
wojtyniak/mcp-mcp — Meta-MCP for tool discovery and provisioning ☆23
nazar256/combine-mcp — MCP aggregator combining multiple servers into one interface ☆34
glenngillen/mcpmcp-server — MCP server aggregator and router ☆33
agree-able/room-mcp — Coordinate agents using rooms ☆23

Gateways & Proxies

apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆16,909
sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,685
stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆1,974
tbxark/mcp-proxy — Aggregate multiple MCP servers via HTTP ☆709
smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely ☆301
ssut/Remote-MCP — Type-safe solution for remote MCP communication ☆208
sxhxliang/mcp-access-point — Convert any web server to MCP instantly ☆181
HelpCode-ai/anythingmcp — Self-hosted source-available MCP gateway converting REST/SOAP/GraphQL/SQL APIs into MCP tools with 29 pre-built adapters and OAuth2 + RBAC + audit log ☆165
toolprint/hypertool-mcp — Expose tools based on Agent Persona ☆155
VeriTeknik/pluggedin-mcp-proxy — Unified MCP proxy managing multiple MCPs ☆132
tigranbs/mcgravity — Proxy for composing multiple MCP servers into one endpoint ☆101
universal-mcp/universal-mcp — Middleware for API applications ☆26
pyroprompts/mcp-stdio-to-streamable-http-adapter — STDIO to Streamable HTTP proxy ☆27
nick1udwig/ws-mcp — MCP server with WebSocket transport ☆21
webrix-ai/secure-mcp-gateway — Secure OAuth gateway for MCP authentication ☆20

Platforms & Registries

archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆4,027
metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆3,322
chatmcp/mcpso — directory for Awesome MCP Servers ☆2,030
julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,737
jaw9c/awesome-remote-mcp-servers — Remote MCP Servers ☆1,095
boltmcp/boltmcp — Open standard and registry for converting web APIs into MCP servers ☆362
milisp/mcp-linker — Sync MCP configs across clients ☆321
liuyoshio/mcp-compass — MCP discovery and recommendation ☆246
integromat/make-mcp-server — Make MCP Server ☆164
juspay/neurolink — Universal AI platform with MCP and multi-provider support ☆115
Jeamee/MCPHub-Desktop — Desktop APP for Discover and Install MCP Servers ☆150
rust-mcp-stack/mcp-discovery — CLI for discovering MCP server capabilities ☆84
matthewdcage/cursor-mcp-installer — Install MCPs in Cursor from git URL ☆76
useparagon/paragon-mcp — Access 130+ SaaS integrations via ActionKit ☆47
VeyraX/veyrax-mcp — VeyraX unified tool access via single MCP ☆48
Data-Everything/mcp-server-templates — A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs. ☆19

Browser Automation

AI Automation

Skyvern-AI/skyvern — Automate browser based workflows with AI ☆22,591
nottelabs/notte — Framework to build web agents ☆1,986
imprvhub/mcp-browser-agent — MCP server for autonomous browser automation with Claude ☆41
desplega-ai/qa-use — Agent-first E2E testing CLI ☆25

Browser Tools

BrowserMCP/mcp — Browser control for AI applications ☆6,881
kontext-security/browser-use-mcp-server — Browse the web, directly from Cursor etc. ☆826
onllm-dev/onUI — Browser extension and MCP server for annotation-first UI pair programming with AI agents ☆85
ndthanhdev/mcp-browser-kit — AI assistants interact with local browser ☆54
BB-fat/browser-use-rs — Rust-based browser automation MCP server ☆41

Cloud Services

hyperbrowserai/mcp — A MCP server implementation for hyperbrowser ☆772
browserstack/mcp-server — BrowserStack's Official MCP Server ☆146
kernel/kernel-mcp-server — Secure cloud-browser automation on Kernel ☆30

DevTools

ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆47,611
mozilla/firefox-devtools-mcp — MCP server for Firefox DevTools integration ☆319
eyalzh/browser-control-mcp — Browser control via extension for AI agents ☆305

Playwright

microsoft/playwright-mcp — Playwright MCP server ☆35,489
executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,615
VikashLoomba/MCP-Server-Playwright — MCP server for browser automation using Playwright ☆298
blackwhite084/playwright-plus-python-mcp — Enhanced Playwright browser automation ☆189
kimtth/mcp-aoai-web-browsing — Azure OpenAI with Playwright browser control ☆34

CLI Tools

wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆8,844
IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆2,005
classfang/ssh-mcp-server — SSH MCP server included in official repo ☆687
rusiaaman/wcgw — Shell and coding agent on mcp clients ☆669
ferrislucas/iterm-mcp — iTerm command execution for REPL/CLI ☆566
tufantunc/ssh-mcp — SSH control for Linux servers ☆554
baryhuang/mcp-remote-macos-use — AI agent for full Mac control ☆487
peakmojo/applescript-mcp — Execute AppleScript for Mac control ☆464
wong2/mcp-cli — A CLI inspector for the Model Context Protocol ☆441
domdomegg/computer-use-mcp — Full computer control for AI models ☆336
claude-did-this/MCPControl — MCP server for Windows OS automation ☆330
nickgnd/tmux-mcp — A MCP server for our beloved terminal multiplexer tmux. ☆298
g0t4/mcp-server-commands — MCP server to run commands (runProcess tool) ☆230
tumf/mcp-shell-server — Shell execution with whitelisted commands ☆183
dvcrn/mcp-server-siri-shortcuts — MCP for calling Siri Shorcuts from LLMs ☆190
AB498/computer-control-mcp — Mouse, keyboard, OCR via PyAutoGUI ☆154
MladenSU/cli-mcp-server — CLI with secure execution and custom policies ☆173
sonirico/mcp-shell — Secure, auditable shell commands for AI ☆95
automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental) ☆77
inercia/MCPShell — Use shell scripts as MCP tools ☆67
NakaokaRei/swift-mcp-gui — Keyboard and mouse control on macOS ☆62
ooples/mcp-console-automation — MCP for AI-driven console automation and monitoring ☆43
nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server ☆52
InsForge/insforge-mcp — MCP server for InsForge - full-stack builders for coding agents ☆33
maxim-saplin/mcp_safe_local_python_executor — Safe Python executor from smolagents ☆46
blakerouse/ssh-mcp — SSH MCP server that runs locally making it easy to manage hosts and perform commands across a group of hosts ☆17
PhialsBasement/CMD-MCP-Server — CMD command execution for Claude agents ☆25
erniebrodeur/mcp-grep — simple mcp server to wrap the local instance of grep. ☆24
aybelatchane/mcp-server-terminal — Terminal MCP Server - Model Context Protocol server for TUI/CLI automation with structured Terminal State Tree (TST) ☆18
Beer-Bears/scaffold — Structural RAG system for large codebases ☆18
OthmaneBlial/term_mcp_deepseek — A MCP‑like server using the DeepSeek API for Terminal ☆16
JoshuaRileyDev/mac-apps-launcher — Launch and manage macOS applications ☆19

CRM & ERP

ivnvxd/mcp-server-odoo — MCP server for Odoo ERP integration ☆346
GeLi2001/shopify-mcp — Shopify API for Claude and Cursor ☆229
smn2gnt/MCP-Salesforce — MCP Salesforce connector ☆178
tsmztech/mcp-server-salesforce — Salesforce MCP Server ☆163
baryhuang/mcp-hubspot — HubSpot CRM integration for AI assistants ☆128
augmnt/augments-mcp-server — MCP server for Augments AI platform ☆126
tomaspavlin/rohlik-mcp — Shop groceries on Rohlik Group platforms ☆117
mafzaal/d365fo-client — Client for Microsoft Dynamics 365 F&O ☆37
AiondaDotCom/mcp-salesforce — Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object. ☆17
dsvantien/netsuite-mcp-server — This project is officially listed on the https://github.com/modelcontextprotocol/servers , which showcases community-built and verified MCP servers. ☆18
hmk/attio-mcp-server — Attio CRM records and notes management ☆16

Cloud & Infrastructure

AWS

awslabs/mcp — AWS MCP servers for AI assistants ☆9,502
alexei-led/cloud-mcp-server — AWS CLI in containerized environment ☆185
aarora79/aws-cost-explorer-mcp-server — MCP server for understanding AWS spend ☆127
rishikavikondala/mcp-server-aws — MCP server for AWS resource operations ☆128
aws-samples/sample-mcp-server-s3 — Retrieve PDFs and data from AWS S3 ☆78
localstack/localstack-mcp-server — LocalStack AWS emulation ☆25
baryhuang/mcp-server-aws-resources-python — Run boto3 code to manage AWS resources ☆24
trilogy-group/aws-pricing-mcp — AWS EC2 pricing search by CPU, RAM, network ☆21

Cloud Platforms

cloudflare/mcp-server-cloudflare — Cloudflare services management ☆3,990
microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆1,909
TencentCloudBase/CloudBase-AI-Toolkit — Connect CloudBase to AI agents ☆1,066
GoogleCloudPlatform/cloud-run-mcp — MCP server to deploy apps to Cloud Run ☆622
babelcloud/gbox — AI control for Android, browser, desktop ☆177
aliyun/alibabacloud-devops-mcp-server — MCP server for Alibaba Yunxiao DevOps platform ☆144
aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server ☆124
dkruyt/mcp-hetzner — Hetzner Cloud management ☆128
heroku/heroku-mcp-server — Heroku Platform MCP Server using the Heroku CLI ☆80
vantage-sh/vantage-mcp-server — Fetch costs and usage from Vantage ☆83
aliyun/alibabacloud-dataworks-mcp-server — Alibaba Cloud DataWorks API integration ☆47
aliyun/alibabacloud-hologres-mcp-server — MCP server for Alibaba Hologres data warehouse ☆34
call518/MCP-OpenStack-Ops — MCP server providing OpenStack project management ☆35
kestra-io/mcp-server-python — Python MCP for Kestra AI Agents ☆29
aantti/mcp-netbird — Netbird network management ☆53
qiniu/qiniu-mcp-server — Qiniu Cloud storage, CDN, and media processing ☆38
redis/mcp-redis-cloud — MCP server for Redis Cloud database operations ☆40
liveblocks/liveblocks-mcp-server — MCP server for Liveblocks. ☆17
pythonanywhere/pythonanywhere-mcp-server — ☆17
Azure-Samples/mcp — Samples and resources for Azure MCP ☆41
api7/apisix-mcp — APISIX gateway for LLM integration ☆38
pibblokto/cert-manager-mcp-server — MCP Server for cert-manager ☆24
higress-group/higress-ops-mcp-server — Higress API gateway configuration management ☆23
alexbakers/mcp-ipfs — MCP IPFS Server ☆20
hardik-id/azure-resource-graph-mcp-server — Azure Resource Graph query interface ☆18
espressif/esp-rainmaker-mcp — ESP RainMaker MCP server ☆16
kocierik/consul-mcp-server — A consul MCP Server (modelcontextprotocol) ☆17

Kubernetes

containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆1,846
Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆1,471
rohitg00/kubectl-mcp-server — Kubernetes cluster chat with Claude/Cursor ☆932
weibaohui/k8m — Mini Kubernetes AI Dashboard ☆866
strowk/mcp-k8s-go — Go-based Kubernetes connection ☆384
vfarcic/dot-ai — Deploy apps to any Kubernetes cluster ☆333
portainer/portainer-mcp — Portainer container management ☆203
alexei-led/k8s-mcp-server — Kubernetes cluster management ☆213
reza-gholizade/k8s-mcp-server — Kubernetes cluster management ☆173
silenceper/mcp-k8s — Kubernetes cluster interaction ☆148
kubestellar/console — AI-powered multi-cluster Kubernetes dashboard with MCP server (kc-agent) for natural language operations ☆122
weibaohui/kom — Kubernetes SDK wrapping kubectl ☆150
StacklokLabs/mkp — MKP Kubernetes MCP server ☆59
cyclops-ui/mcp-cyclops — Cyclops Kubernetes management ☆30
wenhuwang/mcp-k8s-eye — Kubernetes diagnosis and management ☆28

Virtualization & IaC

hashicorp/terraform-mcp-server — Terraform ecosystem integration for AI ☆1,482
nwiizo/tfmcp — Terraform AI-assisted infrastructure ☆371
1Panel-dev/mcp-1panel — MCP server for 1Panel management ☆158
kocierik/mcp-nomad — A nomad MCP Server (modelcontextprotocol) ☆58
bright8192/esxi-mcp-server — MCP server for VMware ESXi management ☆60
jokemanfire/mcp-containerd — Use mcp to manage containerd(developing) ☆53
openstack-kr/python-openstackmcp-server — openstack mcp server ☆20
severity1/terraform-cloud-mcp — Terraform Cloud API integration ☆23

Communication & Messaging

Apple Messages

mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆1,503
carterlasalle/mac_messages_mcp — MCP server for secure iMessage database access on macOS ☆307
hannesrudolph/imessage-query-fastmcp-mcp-server — Safe iMessage database queries ☆79
wyattjoh/imessage-mcp — iMessage data reading from macOS ☆29

Email

elie222/inbox-zero — AI email assistant for inbox zero ☆11,705
MadLlama25/fastmail-mcp — Access to Fastmail API for AI assistants ☆124
ZilongXue/claude-post — Email management via natural language ☆113
mailtrap/mailtrap-mcp — Official mailtrap.io MCP server ☆61
mailgun/mailgun-mcp-server — Mailgun API integration ☆56
Shy2593666979/mcp-server-email — Email with attachments for Gmail, Outlook, QQ ☆78
egyptianego17/email-mcp-server — Send emails with attachments via SMTP ☆28

Messengers

lharries/whatsapp-mcp — WhatsApp MCP server ☆5,934
chigwell/telegram-mcp — MCP server for Telegram messaging ☆1,332
line/line-bot-mcp-server — LINE Messaging API for AI agents ☆719
chaindead/telegram-mcp — Telegram dialogs, messages, drafts, statuses ☆338
ztxtxwd/open-feishu-mcp-server — Feishu/Lark OAuth and document management ☆85
areweai/tsgram-mcp — Telegram for local Claude Code debug ☆93
pubnub/pubnub-mcp-server — PubNub Model Context Protocol Server ☆32
mjknowles/matrix-mcp-server — Matrix server integration and chat ☆48
DLHellMe/telegram-mcp-server — Scrape and analyze Telegram content ☆31

Notifications

gitmotion/ntfy-me-mcp — MCP server for ntfy push notifications ☆69
Cactusinhand/mcp_server_notify — Send system notification when Agent task is done. ☆55
infobip/mcp — Infobip Remote MCP Servers Documentation ☆32
teddyzxcv/ntfy-mcp — MCP server for ntfy push notifications ☆43
AshikNesin/pushover-mcp — A MCP implementation for sending notifications via Pushover ☆41
aahl/mcp-notify — Notify to Weixin, Telegram, Bark, Lark, DingTalk ☆28

Team Chat

korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,752
chatmcp/mcp-server-chatsum — Query and Summarize your chat messages. ☆1,030
joinly-ai/joinly — Make your meetings accessible to AI Agents ☆533
SaseQ/discord-mcp — MCP server for Discord integration ☆420
v-3/discordmcp — Discord MCP Server for Claude Integration ☆220
discourse/discourse-mcp — MCP client for Discourse sites ☆67
zencoderai/slack-mcp-server — Slack workspace interaction and messaging ☆75
jagan-shanmugam/mattermost-mcp-host — Mattermost integration with LangGraph agent ☆34

Voice & Telephony

gerkensm/callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI ☆23

Data & Analytics

AI/ML Platforms

MigoXLab/dingo — AI data, model, app quality evaluation ☆728
evalstate/mcp-hfspace — HuggingFace Spaces integration ☆388
YanxingLiu/dify-mcp-server — Model Context Protocol (MCP) Server for dify workflows ☆278
0xshellming/mcp-summarizer — MCP Server for AI Summarization ☆163
ChronulusAI/chronulus-mcp — Chronulus AI forecasting and prediction agents ☆111
optuna/optuna-mcp — Optuna hyperparameter optimization ☆82
zenml-io/mcp-zenml — ZenML MLOps platform connection ☆49
arrismo/kaggle-mcp — MCP server for Kaggle ☆39
kumo-ai/kumo-rfm-mcp — MCP server to query KumoRFM in your agentic flows ☆33
HumanSignal/label-studio-mcp-server — MCP server for Label Studio data labeling ☆34
privetin/dataset-viewer — MCP server for Hugging Face dataset viewer ☆31

Data APIs

YangLiangwei/PersonalizationMCP — Personal data hub for AI from Steam, YouTube, Bilibili ☆59
anshumax/world_bank_mcp_server — World Bank open data API ☆49
explorium-ai/mcp-explorium — Explorium B2B Data - MCP Server ☆22

Data Exploration

reading-plus-ai/mcp-server-data-exploration — Interactive CSV data exploration ☆545
kdqed/zaturn — Data Analysis With Vibes ☆74
santoshray02/csv-editor — AI-powered CSV data manipulation and analysis ☆24
brightlikethelight/networkx-mcp-server — First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration ☆20

Data Platforms

dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. ☆595
kubeflow/mcp-apache-spark-history-server — Apache Spark History Server bridge ☆183
microsoft/fabric-rti-mcp — Fabric Real-Time Intelligence server ☆126
acryldata/mcp-server-datahub — Official MCP server for DataHub ☆79
keboola/mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform ☆84
thoughtspot/mcp-server — The ThoughtSpot MCP Server ☆33
aywengo/kafka-schema-reg-mcp — Kafka Schema Registry management ☆32
JordiNeil/mcp-databricks-server — MCP Server for Databricks ☆50
RafaelCartenet/mcp-databricks-server — AI agents interact with Databricks ☆40
growthbook/growthbook-mcp — GrowthBook flags and experiments ☆24
IBM/data-intelligence-mcp-server — data-intelligence-mcp-server is a centralized Model Context Protocol (MCP) server that provides a unified gateway for exposing and managing MCP tools across microservices in the Watsonx Data Intelligence ecosystem ☆19
yangkyeongmo/mcp-server-openmetadata — OpenMetadata integration for data catalog ☆24
mattijsdp/dbt-docs-mcp — dbt documentation interaction ☆23
syucream/lightdash-mcp-server — Access to Lightdash analytics ☆26
yashshingvi/databricks-genie-MCP — ☆18
datumnova/ms-fabric-mcp — ☆16

Jupyter & Notebooks

datalayer/jupyter-mcp-server — Model Context Protocol (MCP) Server for Jupyter. ☆1,227
jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook ☆131
phisanti/MCPR — AI agents in interactive R sessions ☆26

Visualization

antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,259
hustcc/mcp-echarts — ECharts visual charts with AI ☆254
isaacwasserman/mcp-vegalite-server — MCP server for Vega-Lite data visualization ☆102
palewire/datawrapper-mcp — Create Datawrapper charts with AI ☆48

Databases

Analytics & Warehouses

ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants. ☆832
motherduckdb/mcp-server-motherduck — Local MCP server for DuckDB and MotherDuck ☆503
Snowflake-Labs/mcp — Snowflake Cortex AI and SQL orchestration ☆292
isaacwasserman/mcp-snowflake-server — MCP server for Snowflake database queries ☆185
ktanaka101/mcp-server-duckdb — DuckDB database interaction ☆177
ergut/mcp-bigquery-server — MCP server for Google BigQuery integration ☆145
LucasHild/mcp-server-bigquery — Google BigQuery database access ☆128
pab1it0/adx-mcp-server — MCP server for Azure Data Explorer ☆56
aliyun/alibabacloud-adb-mysql-mcp-server — AnalyticDB for MySQL MCP Server ☆32
lishenxydlgzs/aws-athena-mcp — MCP server to run AWS Athena queries ☆41
startreedata/mcp-pinot — MCP Server for Apache Pinot ☆16
iunera/druid-mcp-server — A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot and Spring AI, this server enables seamless integration between AI assistants and Apache Druid through standardized MCP protocol. ☆16

Cache & Key-Value

redis/mcp-redis — MCP server for Redis database operations ☆554
aliyun/alibabacloud-tablestore-mcp-server — MCP server for Alibaba Tablestore NoSQL ☆157
upstash/mcp-server — Upstash Model Context Server ☆56

Cloud Platforms

instantdb/instant — Modern Firebase with real-time database ☆10,362
supabase/mcp — Connect Supabase to your AI assistants ☆2,833
alexander-zuev/supabase-mcp-server — MCP server for Supabase database and auth ☆830
neondatabase/mcp-server-neon — Neon Management API and databases ☆620
gannonh/firebase-mcp — Model Context Protocol (MCP) server for Firebase. ☆247
Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven ☆26
JoshuaRileyDev/supabase-mcp-server — MCP server for Supabase database operations ☆51
niledatabase/nile-mcp-server — Nile Database tenants, users, auth for LLMs ☆17

Graph Databases

neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers ☆983
neo4j-contrib/gds-agent — Neo4j Graph Data Science tools ☆95
ravenwits/mcp-server-arangodb — ArangoDB database interaction ☆48
da-okazaki/mcp-neo4j-server — mcp-neo4j-server ☆59
FalkorDB/FalkorDB-MCPServer — Connect LLMs to FalkorDB ☆38

Multi-Database Tools

googleapis/mcp-toolbox — Open source database MCP toolbox ☆16,021
bytebase/dbhub — Token-efficient multi-database MCP ☆3,231
damms005/devdb-vscode — Zero-config VS Code database extension ☆1,426
centralmind/gateway — Universal database MCP for LLMs ☆539
FreePeak/db-mcp-server — MCP server for database operations ☆407
runekaagaard/mcp-alchemy — MCP server for SQLAlchemy database operations ☆412
executeautomation/mcp-database-server — Connect to SQLite, SQL Server, PostgreSQL ☆377
XGenerationLab/xiyan_mcp_server — Natural language database queries ☆240
s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API ☆33
schemacrawler/SchemaCrawler-AI-MCP-Server-Usage — How to use SchemaCrawler AI MCP Server ☆28
prisma/mcp — Prisma database workflows ☆46
fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use ☆31
datastrato/mcp-server-gravitino — MCP server for Apache Gravitino ☆23

NoSQL & Document

mongodb-js/mongodb-mcp-server — Connect to MongoDB and Atlas clusters ☆1,087
kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB ☆282
furey/mongodb-lens — MongoDB Lens: Full Featured MCP Server for MongoDB Databases ☆204
QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP) ☆175
datastax/astra-db-mcp — An MCP server for Astra DB workloads ☆39
couchbase/mcp-server-couchbase — Couchbase database cluster integration ☆34

SQL Databases

crystaldba/postgres-mcp — Postgres with read/write access and performance ☆3,116
benborla/mcp-server-mysql — MCP server for MySQL database operations ☆1,977
designcomputer/mysql_mcp_server — Secure MySQL database interaction ☆1,342
subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language. ☆540
apache/doris-mcp-server — Apache Doris MCP Server ☆319
wenb1n-dev/mysql_mcp_server_pro — Enhanced MySQL with anomaly analysis ☆246
StarRocks/mcp-server-starrocks — StarRocks MCP (Model Context Protocol) Server ☆181
MariaDB/mcp — MariaDB MCP (Model Context Protocol) server implementation ☆184
call518/MCP-PostgreSQL-Ops — PostgreSQL operations and monitoring ☆154
f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations ☆166
tuannvm/mcp-trino — High-performance Trino MCP in Go ☆117
oceanbase/awesome-oceanbase-mcp — MCP Server for OceanBase database and its tools ☆107
jparkerweb/mcp-sqlite — Comprehensive SQLite interaction ☆122
hannesrudolph/sqlite-explorer-fastmcp-mcp-server — Read-only SQLite database access ☆107
wenb1n-dev/SmartDB_MCP — Universal database MCP for MySQL, PostgreSQL, Oracle and more ☆87
donghao1393/mcp-dbutils — Multi-database connector for SQLite, MySQL, PostgreSQL ☆90
Teradata/teradata-mcp-server — Teradata database integration ☆53
aliyun/alibabacloud-rds-openapi-mcp-server — MCP server for RDS Services via OPENAPI. ☆54
Zhwt/go-mcp-mysql — Go-based MCP server for MySQL ☆64
singlestore-labs/mcp-server-singlestore — SingleStore database management API ☆32
ydb-platform/ydb-mcp — MCP server for YDB distributed database ☆28
isdaniel/pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. ☆25
pingcap/pytidb — TiDB AI SDK for apps and agents ☆33
aliyun/alibabacloud-adbpg-mcp-server — ☆16
panasenco/mcp-sqlite — SQLite with Datasette metadata support ☆24
ahmedmustahid/postgres-mcp-server — MCP server for PostgreSQL ☆31
dolthub/dolt-mcp — The MCP server for Dolt ☆20
OpenLinkSoftware/mcp-sqlalchemy-server — ODBC server with FastAPI and SQLAlchemy ☆24
c4pt0r/mcp-server-tidb — mcp server for tidb ☆24
Xexr/mcp-libsql — MCP server for libSQL database ☆21
abel9851/mcp-server-mariadb — An mcp server that provides read-only access to MariaDB. ☆20
Dataring-engineering/mcp-server-trino — MCP Server for Trino ☆18

Search Engines

elastic/mcp-server-elasticsearch — Elasticsearch queries and index management ☆698
cr7258/elasticsearch-mcp-server — Elasticsearch and OpenSearch interaction ☆300
meilisearch/meilisearch-mcp — Meilisearch interaction via LLM interfaces ☆194
opensearch-project/opensearch-mcp-server-py — OpenSearch cluster interaction for AI ☆141
vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server ☆109
suhail-ak-2/mcp-typesense-server — Typesense search for AI assistants ☆19

Spreadsheets & No-Code

baserow/baserow — No-code database, apps, agents with AI ☆5,415
xing5/mcp-google-sheets — Google Drive and Sheets integration ☆959
domdomegg/airtable-mcp-server — Airtable bases integration for AI systems ☆454
freema/mcp-gsheets — Google Sheets read, write, manipulate ☆86
rashidazarang/airtable-mcp — Airtable integration for AI applications ☆87
edwinbernadus/nocodb-mcp-server — nocodb mcp server ☆75
felores/airtable-mcp — Manage Airtable bases and records ☆75
proompteng/bilig — Headless spreadsheet WorkPaper MCP server for formula readback, input edits, and JSON persistence in Node.js agent workflows. ☆34

Streaming & Messaging

confluentinc/mcp-confluent — MCP server for Confluent Kafka platform ☆164
tuannvm/kafka-mcp-server — Apache Kafka server in Go ☆53
kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ ☆39

Time-Series & Metrics

GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,500
pab1it0/prometheus-mcp-server — MCP server for Prometheus metrics ☆505
VictoriaMetrics/mcp-victorialogs — VictoriaLogs log management integration ☆93
apache/iotdb-mcp-server — Apache IoTDB MCP Server ☆38
influxdata/influxdb3_mcp_server — MCP Server for InfluxDB 3 ☆36
GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB ☆28
idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB ☆43

Vector Databases

qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆1,480
chroma-core/chroma-mcp — Chroma vector database capabilities ☆576
zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus ☆237
weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate ☆162
pinecone-io/pinecone-mcp — Connect Pinecone to AI assistants ☆70
privetin/chroma — MCP server for Chroma ☆41

Developer Tools

API Tools

tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆11,956
WordPress/mcp-adapter — Bridge Abilities API to MCP ☆1,483
zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server. ☆803
automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server ☆620
blurrah/mcp-graphql — Model Context Protocol server for GraphQL ☆403
apollographql/apollo-mcp-server — Apollo MCP Server ☆299
postmanlabs/postman-mcp-server — Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP) ☆287
MFYDev/ghost-mcp — Interact with Ghost CMS via LLM ☆216
delano/postman-mcp-server — An MCP server that provides access to Postman. ☆157
hostinger/api-mcp-server — MCP server for Hostinger API integration ☆132
webflow/mcp-server — Model Context Protocol (MCP) server for the Webflow Data API. ☆135
shannonlal/mcp-postman — MCP Server for running Postman Collections with Newman ☆84
Kong/mcp-konnect — Interact with Kong Konnect APIs ☆43
ivo-toby/contentful-mcp — Contentful CMS Management API ☆62
shanejonas/openrpc-mcp-server — JSON-RPC via OpenRPC ☆43
Omedia/mcp-server-drupal — Drupal MCP module companion ☆51
Jktfe/serveMyAPI — MCP server for custom API serving ☆25
xxxbrian/mcp-rquest — Browser-like HTTP with TLS fingerprinting ☆48
hannesj/mcp-graphql-schema — GraphQL Schema Model Context Protocol Server ☆47
Arize-ai/text-to-graphql-mcp — MCP server for text-to-GraphQL conversion ☆24
hijaz/postmancer — REST client replacing Postman/Insomnia ☆28
drestrepom/mcp_graphql — Interact with GraphQL APIs via MCP tools ☆20
fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools ☆23

CI/CD & DevOps

czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆22,406
leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆1,631
utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources ☆776
ckreiling/mcp-server-docker — MCP server for Docker ☆732
QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol) ☆497
TencentEdgeOne/edgeone-makers-mcp — Deploy HTML to EdgeOne Pages with public URL ☆431
jamsocket/forevervm — Stateful AI code sandboxes ☆227
docker/hub-mcp — Docker Hub MCP Server ☆159
DefangLabs/defang — MCP server for Defang cloud deployment ☆163
nacos-group/nacos-mcp-router — MCP server discovery, install, and proxy ☆180
yangkyeongmo/mcp-server-apache-airflow — MCP server for Apache Airflow workflows ☆172
OctopusDeploy/mcp-server — Octopus Deploy Official MCP Server ☆98
harness/mcp-server — This is the official repo for the Harness MCP server ☆85
CircleCI-Public/mcp-server-circleci — MCP server for CircleCI CI/CD pipeline integration ☆86
Vortiago/mcp-azure-devops — AI assistants with Azure DevOps ☆79
buildkite/buildkite-mcp-server — Official MCP Server for Buildkite. ☆52
call518/MCP-Airflow-API — Apache Airflow API integration ☆49
bitrise-io/bitrise-mcp — Bitrise CI/CD app and build management ☆40
IvanAmador/vercel-ai-docs-mcp — Vercel AI SDK documentation search ☆50
launchdarkly/mcp-server — LaunchDarkly's Model Context Protocol (MCP) Server ☆22
configcat/mcp-server — Official ConfigCat Model Context Protocol (MCP) Server ☆17
endorhq/cli — Sandboxed environments for favorite services via MCP ☆27
gofireflyio/firefly-mcp — Firefly MCP ☆16
conductor-oss/conductor-mcp — Model Context Protocol server for Orkes Conductor ☆16
leonardosepulvedat/mcp-n8n — Complete n8n API integration for Claude Desktop and Cursor - 100 workflow templates with intelligent matching ☆21
axliupore/mcp-code-runner — MCP server for executing code in Docker containers ☆18

Code Analysis

bgauryy/octocode — MCP server for semantic code search and context generation ☆899
SonarSource/sonarqube-mcp-server — Official SonarQube MCP Server for code quality and security in AI agents ☆606
admica/FileScopeMCP — Codebase dependency diagrams ☆299
janreges/ai-distiller — Fast tool for extracting essential public information from code ☆164
st3v3nmw/sourcerer-mcp — Semantic code search reducing token waste ☆118
micl2e2/code-to-tree — Source code to AST tree conversion ☆88
codacy/codacy-mcp-server — Codacy's MCP Server implementation ☆61
CodeLogicIncEngineering/codelogic-mcp-server — Codelogic software dependency analysis ☆38
Disentinel/grafema — Semantic code graph MCP server for AI coding agents — 40+ tools for call-chain tracing, data-flow analysis, and semantic code search ☆36
azer/react-analyzer-mcp — React code analysis and docs generation ☆59
vezlo/src-to-kb — Convert source code to LLM ready knowledge base ☆38
cqfn/aibolit-mcp-server — Aibolit Java static analyzer for AI agents ☆27
kandrwmrtn/cplusplus_mcp — MCP server for C++ codebase analysis using libclang ☆30
j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis. ☆32
PromptExecution/rust-cargo-docs-rag-mcp — MCP tools for Rust Context Engineering (rustdocs, rust analyzer) ☆19
isiahw1/mcp-server-bing-webmaster — MCP server providing access to Bing Webmaster Tools API endpoints for SEO management and analytics ☆17

Debuggers

jasonjmcghee/claude-debugs-for-you — Interactive debugging via MCP and VS Code ☆511
cameroncooke/reloaderoo — Powerful MCP debugging proxy and CLI inspection tool. ☆126
stass/lldb-mcp — LLDB MCP server ☆111
pansila/mcp_server_gdb — MCP Server to expose the GDB debugging capabilities ☆68

Design & UI

GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆15,493
grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆6,930
21st-dev/magic-mcp — Frontend development with AI like Magic ☆5,519
Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆2,888
hustcc/mcp-mermaid — Generate mermaid diagram and chart with AI MCP dynamically. ☆614
mastergo-design/mastergo-magic-mcp — Connect MasterGo to AI assistants ☆274
public-ui/kolibri — The accessible HTML-Standard ☆273
storybookjs/mcp — MCP server for Storybook UI component library ☆264
YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact ☆236
freema/mcp-design-system-extractor — MCP server for extracting design system components ☆69
starwind-ui/starwind-ui-mcp — Starwind UI for Cursor and Windsurf ☆35
smartzan63/lucid-mcp-server — ☆18
themesberg/flowbite-mcp — Figma to code with Flowbite ☆38
NonicaTeam/AI-Connector-for-Revit — This repository is to log suggestions and issues regarding the AI Connector for Revit in NonicaTab. ☆16
themeselection/flyonui-mcp — MCP server for flyonUI ☆32
heilgar/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆24
kapilduraphe/webflow-mcp-server — Webflow MCP server ☆21
2niuhe/mcp_plantuml — Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer ☆16

Diagrams

jinzcdev/markmap-mcp-server — Markdown to interactive mind maps ☆272
veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload ☆194
apeyroux/mcp-xmind — Analyze and query XMind mind maps ☆89
Narasimhaponnada/mermaid-mcp — MCP server for Mermaid diagram generation ☆50

Documentation

upstash/context7 — Up-to-date code docs for LLMs ☆59,750
lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,401
MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,796
kimsungwhee/apple-docs-mcp — Apple Developer Documentation search ☆1,346
andrea9293/mcp-documentation-server — Document management with Gemini ☆339
szeider/consult7 — MCP server to consult a language model with large context size ☆295
Govcraft/rust-docs-mcp-server — Rust documentation lookup ☆288
khromov/svelte-llm-mcp — Svelte developer documentation as an MCP and in llms.txt format ☆161
mrjoshuak/godoc-mcp — MCP server that reduces LLM context usage when AI coding agents work with Go — structured documentation instead of source-file dumps. ☆124
tosin2013/mcp-adr-analysis-server — AI-powered ADR and architecture analysis ☆32
V0v1kkk/DotNetMetadataMcpServer — .NET type metadata for AI coding agents ☆29
yWorks/mcp-typescribe — TypeScript library support for LLMs ☆46
yikakia/godoc-mcp-server — Go package docs from pkg.go.dev ☆38
inkeep/mcp-server-python — Inkeep MCP Server ☆24
augmentedivan/fabric-mcp-server — Fabric patterns with AI agents ☆18
Excoriate/mcp-terragrunt-docs — Terragrunt documentation context ☆21
idachev/mcp-javadc — MCP server for decompiling Java .class files to source ☆20
oborchers/mcp-server-docy — Documentation access capabilities ☆18

IDE & Editors

getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆6,146
isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆1,570
JetBrains/mcp-jetbrains — MCP server for JetBrains IDE integration ☆963
juehang/vscode-mcp-server — VS Code editing features for LLM coding ☆381
r-huijts/xcode-mcp-server — Xcode project management ☆385
bigcodegen/mcp-neovim-server — Control Neovim via MCP ☆321
hechtcarmel/jetbrains-index-mcp-plugin — JetBrains plugin for MCP index integration ☆293
biegehydra/BifrostMCP — VS Code semantic tools via MCP ☆222
tumf/mcp-text-editor — Line-oriented text editing for LLM tools ☆198
Tritlo/lsp-mcp — An MCP server that lets you interact with LSP servers ☆123
hloiseau/mcp-gopls — Go LSP server via gopls ☆96
hechtcarmel/jetbrains-debugger-mcp-plugin — JetBrains debugger control via MCP ☆91
marimo-team/codemirror-mcp — CodeMirror MCP extension ☆78
linw1995/nvim-mcp — MCP server for Neovim integration ☆64
ShenghaiWang/xcodebuild — Xcode iOS build with error feedback ☆84
laurynas-biveinis/elisp-dev-mcp — Emacs Elisp development tools for LLMs ☆46
AB498/code-context-provider-mcp — Code context and analysis for AI ☆20

MCP SDKs

PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆26,846
mark3labs/mcp-go — Go implementation of MCP ☆8,921
QuantGeekDev/mcp-framework — TypeScript framework with auto-discovery ☆931
bhauman/clojure-mcp — Clojure MCP ☆770
php-mcp/laravel — Laravel SDK for building MCP servers ☆477
opgginc/laravel-mcp-server — Laravel package for MCP servers ☆330
Epistates/turbomcp — High-performance MCP framework ☆92
reflagcom/javascript — JS/TS SDKs for Reflag ☆25
oatpp/oatpp-mcp — C++ MCP implementation for Oat++ framework ☆50
kpavlov/tachyon — Tachyon MCP Runtime for JVM - a Java Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support. ☆25
Super-I-Tech/mcp_plexus — Multi-tenant MCP framework built on FastMCP ☆30
stephencme/create-mcp-ts — TypeScript MCP server template ☆21

Mobile Development

mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆5,636
joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆2,111
minhalvp/android-mcp-server — Android device control via adb ☆788
hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol ☆421
InditexTech/mcp-server-simulator-ios-idb — MCP server for iOS simulator via IDB ☆308
mhmzdev/figma-flutter-mcp — Figma design tokens for Flutter code agents ☆243
zillow/auto-mobile — Mobile automation tools with MCP ☆79
JoshuaRileyDev/simulator-mcp-server — MCP server for iOS Simulator control ☆53
Tommertom/awesome-ionic-mcp — Ionic and Capacitor mobile app development ☆45
XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. ☆34
ambar/simctl-mcp — MCP server for iOS Simulator control ☆20

OpenAPI

janwilmake/openapi-mcp-server — Complex OpenAPI exploration with plain language ☆899
ckanthony/openapi-mcp — Dockerized OpenAPI to MCP conversion ☆189
twilio-labs/mcp — OpenAPI to MCP tools and Twilio APIs ☆108
kadykov/mcp-openapi-schema-explorer — Token-efficient OpenAPI/Swagger exploration ☆75
zaizaizhao/mcp-swagger-server — OpenAPI/Swagger to MCP conversion ☆72
ReAPI-com/mcp-openapi — OpenAPI specification MCP server. ☆88
baryhuang/mcp-server-any-openapi — Call APIs via semantic search ☆82
hannesj/mcp-openapi-schema — OpenAPI Schema Model Context Protocol Server ☆50
criteo/openapi-to-mcp — An MCP server for your API ☆34

Package Managers

arvindand/maven-tools-mcp — Maven Central dependency intelligence for JVM build tools ☆29
Artmann/package-registry-mcp — NPM, Cargo, PyPi, NuGet package search ☆39
Bigsy/maven-mcp-server — Maven build and dependency tools ☆33
jeannier/homebrew-mcp — Homebrew package management ☆29
btwiuse/npm-search-mcp-server — MCP server for searching npm packages ☆16
subelsky/bundler_mcp — MCP server for Ruby Bundler integration ☆19

Robotics & Automation

trycua/cua — MCP server for CUA platform ☆20,597
robotmcp/ros-mcp-server — ROS robot control with Claude and GPT ☆1,360
omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server ☆180
abrinsmead/mindpilot-mcp — Visualize code and architect new systems ☆90
lpigeon/unitree-go2-mcp-server — MCP server for Unitree Go2 robot control ☆85
wise-vision/ros2_mcp — ROS 2 robotics AI bridge ☆84
Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions. ☆35

Task Management

cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,134
amxv/mcp-manager — Web UI to manage MCP servers in Claude ☆289

Testing & QA

debugg-ai/debugg-ai-mcp — AI-managed end-to-end testing ☆83
QAInsights/jmeter-mcp-server — JMeter AI workflow integration ☆69
SmartBear/smartbear-mcp — SmartBear's official MCP Server ☆40
mrexodia/user-feedback-mcp — Human-in-the-loop workflow for Cursor ☆53
reportportal/reportportal-mcp-server — MCP server for ReportPortal ☆22
hungthai1401/bruno-mcp — MCP Server for running Bruno Collections ☆44
Hypersequent/qasphere-mcp — MCP Server for QA Sphere TMS ☆23
currents-dev/currents-mcp — Currents MCP Server ☆17
QAInsights/k6-mcp-server — k6 MCP server ☆25

Utilities

anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆1,533
githejie/mcp-server-calculator — A Model Context Protocol server for calculating. ☆153
jsdelivr/globalping-mcp-server — Remote network commands for LLMs ☆63
Mtehabsim/ScreenPilot — AI device control like a human ☆54
zazencodes/random-number-mcp — MCP server for random number generation ☆50
NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI. ☆70
bharathvaj-ganesan/whois-mcp — MCP Server for whois lookups. ☆58
newtype-01/prompthouse-mcp — Personal prompt library manager ☆52
fastn-ai/fastn-mcp — Fastn MCP server — give AI agents governed, audited access to integrations and tools across your customers' systems of record. ☆23
ofek/pycli-mcp — MCP server for any Python command line application ☆23
andybrandt/mcp-simple-timeserver — Current time check for Claude via MCP ☆33
SecretiveShell/MCP-timeserver — Datetime info for agentic systems ☆42
abhiphile/fermat-mcp — Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers. ☆18
TheoBrigitte/mcp-time — MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities ☆25
ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation. ☆30
FelixFoster/mcp-enhance-prompt — AI-powered prompt enhancement and generation ☆24

Version Control

github/github-mcp-server — GitHub's official MCP Server ☆31,717
idosal/git-mcp — Free remote MCP for any GitHub project ☆8,285
gitkraken/gk-cli — GitKraken CLI Releases and Documentation ☆440
Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps ☆381
adhikasp/mcp-git-ingest — GitHub repository content reading ☆315
puravparab/Gitingest-MCP — mcp server for gitingest ☆138
kopfrechner/gitlab-mr-mcp — MCP server for GitLab merge requests and issues ☆93
oschina/mcp-gitee — MCP server for Gitee repositories ☆62
ddukbg/github-enterprise-mcp — github-enterprise-mcp ☆29
Ryan0204/github-repo-mcp — GitHub repository reading ☆29
kurdin/github-repos-manager-mcp — GitHub Repos Manager MCP Server for MCP clients ☆21

Embedded & IoT

stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆1,613
tevonsb/homeassistant-mcp — A MCP server for Home Assistant ☆573
lamaalrajih/kicad-mcp — KiCad integration for Mac, Windows, Linux ☆490
Extelligence-ai/bagel — Chat with robotics, drone, IoT data ☆388
recursechat/mcp-server-apple-shortcuts — Apple Shortcuts automation on macOS ☆338
voska/hass-mcp — Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server. ☆309
jeff-nasseri/mikrotik-mcp — MCP server for Mikrotik ☆237
hao-cyber/phone-mcp — Control Android phone via ADB ☆240
FradSer/mcp-server-apple-events — Native integration with Apple Reminders and Calendar ☆172
horw/esp-mcp — ESP32 commands and getting started ☆156
johannesPettersson80/codesys-mcp-toolkit — CODESYS industrial automation platform ☆107
thingsboard/thingsboard-mcp — MCP server for ThingsBoard IoT platform interaction ☆98
LGDiMaggio/predictive-maintenance-mcp — AI predictive maintenance and fault diagnosis via MCP ☆55
vishalmysore/choturobo — Arduino robotics with AI integration ☆78
yoelbassin/gr-mcp — MCP server for GNU Radio ☆46
aqara/aqara-mcp-server — Aqara's official MCP Server ☆38
chrisgleissner/c64bridge — MCP server to control and program the Commodore 64 Ultimate, Ultimate 64, Ultimate II, or VICE. ☆32
yiwenlu66/PiloTY — AI pilot for PTY operations - control terminals via MCP ☆42
OctoEverywhere/mcp — 3D printing live status and control ☆35
kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. ☆29
thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server ☆29
kukapay/modbus-mcp — Industrial Modbus data for AI ☆26
MiddlePoint-Solutions/mcp-on-android-tv — MCP server on Android TV with ADB ☆22
Hypijump31/bluetooth-mcp-server — bluetooth-mcp-server for Claude AI ☆22
gNucleus/text-to-cad-mcp — gNucleus Text To CAD MCP server ☆18

File Systems & Storage

mark3labs/mcp-filesystem-server — Go filesystem operations via MCP ☆670
cyberchitta/llm-context.py — Python library for LLM context management ☆305
isaacphi/mcp-gdrive — Google Drive file reading ☆283
8b-is/smart-tree — Context-aware AI-crafted replacement for tree command ☆263
rust-mcp-stack/rust-mcp-filesystem — Fast async filesystem operations ☆166
efforthye/fast-filesystem-mcp — High-performance MCP server for file operations ☆59
Tencent/cos-mcp — Tencent Cloud COS storage integration ☆38
willianpinho/large-file-mcp — MCP server for intelligent handling of large files — smart chunking, search, navigation, and streaming. ☆18
vespo92/TrueNasCoreMCP — A working TrueNAS Core MCP Server ☆28
Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL ☆35
exoticknight/mcp-file-merger — MCP server for merging multiple files into one ☆27

Finance

Accounting & Budgeting

XeroAPI/xero-mcp-server — Xero accounting API integration ☆342
akutishevsky/lunchmoney-mcp — MCP server for Lunch Money budgeting app ☆85
iiAtlas/hledger-mcp — A local MCP server for interacting with the HLedger cli ☆59
minhyeoky/mcp-server-ledger — MCP server for Ledger CLI double-entry accounting ☆51
openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X ☆25
john-zhang-dev/xero-mcp — Interact with Xero accounting ☆21

Crypto & Blockchain

mcpdotdirect/evm-mcp-server — EVM network interaction for LLMs ☆380
aaronjmars/web3-research-mcp — Deep Research for crypto - free & fully local ☆160
armorwallet/armor-crypto-mcp — Blockchain swaps and strategic planning ☆181
kukapay/crypto-indicators-mcp — Cryptocurrency technical analysis indicators ☆130
alchemyplatform/alchemy-mcp-server — Alchemy blockchain API for AI agents ☆88
Bankless/onchain-mcp — Bringing the bankless onchain API to MCP ☆80
twelvedata/mcp — MCP server for real-time financial market data access ☆73
QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API ☆93
getAlby/mcp — Bitcoin Lightning wallet via Nostr ☆67
AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server. ☆76
kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. ☆72
norman-finance/norman-mcp-server — AI-powered bookkeeping and tax automation via MCP ☆53
heurist-network/heurist-mesh-mcp-server — Blockchain and web3 via Heurist Mesh ☆66
bnb-chain/bnbchain-mcp — BNB Chain, BSC, opBNB, Greenfield ☆60
GoPlausible/algorand-mcp — Algorand Local Model Context Protocol (Server & Client) ☆44
coinpaprika/dexpaprika-mcp — MCP server for DEX trading data and crypto token analytics ☆42
kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. ☆59
shinzo-labs/coinmarketcap-mcp — MCP Implementation for CoinMarketCap ☆52
kukapay/crypto-feargreed-mcp — Crypto Fear & Greed Index data ☆53
kukapay/crypto-sentiment-mcp — Cryptocurrency sentiment analysis ☆49
anjor/coinmarket-mcp-server — MCP server for CoinMarketCap cryptocurrency data ☆50
wowinter13/solscan-mcp — Solana transaction queries ☆42
noditlabs/nodit-mcp-server — Blockchain data via Nodit Web3 API ☆23
maestro-org/maestro-mcp-server — Maestro MCP Server for Bitcoin ☆24
thirdweb-dev/ai — Blockchain data, wallet, and smart contracts ☆19
hive-intel/hive-sdk — Managed crypto intelligence MCP for AI agents across market data, DeFi, wallets, security, DEX flows, NFTs, Solana, infrastructure, and prediction markets. ☆17
kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. ☆41
CoinStatsHQ/coinstats-mcp — ☆16
kukapay/uniswap-trader-mcp — Uniswap token swaps for AI agents ☆38
longmans/coin_api_mcp — CoinMarketCap cryptocurrency data ☆37
kukapay/kukapay-mcp-servers — Suite of MCP servers from Kukapay ☆30
kukapay/jupiter-mcp — Jupiter DEX token swaps on Solana ☆29
kukapay/hyperliquid-info-mcp — MCP server for Hyperliquid DEX data ☆29
ahnlabio/bicscan-mcp — BICScan MCP Server ☆17
pwh-pwh/coin-mcp-server — Cryptocurrency info via Bitget API ☆27
devonmojito/ton-blockchain-mcp — TON blockchain interaction ☆26
Codex-Data/codex-mcp — A Model Context Protocol server for the Codex API ☆25
kukapay/token-minter-mcp — ERC-20 token minting for AI agents ☆21
kukapay/crypto-news-mcp — An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents. ☆16
magnetai/mcp-free-usdc-transfer — Free USDC transfer via Coinbase CDP ☆21
kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. ☆20
janswist/mcp-dexscreener — Dexscreener on-chain price checking ☆18
kukapay/crypto-orderbook-mcp — An MCP server that analyzes order book depth and imbalance across major crypto exchanges. ☆17
syronlabs/stellar-mcp — A Stellar MCP to interact with Horizon API and Soroban ☆18
kukapay/crypto-rss-mcp — An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds. ☆17

Payments & Banking

stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,708
razorpay/razorpay-mcp-server — Razorpay's Official MCP Server ☆229
paypal/agent-toolkit — PayPal Agent ☆188
square/square-mcp-server — A Model Context Protocol (MCP) server for square ☆103
PaddleHQ/paddle-mcp-server — Interact with Paddle API ☆50
qonto/qonto-mcp-server — Qonto MCP Server ☆38
atharvagupta2003/mcp-stripe — Stripe payments, customers, and refunds ☆44
Fewsats/fewsats-mcp — Fewsats MCP server ☆21

Stock Data & Analytics

financial-datasets/mcp-server — Financial Datasets stock market API ☆2,244
massive-com/mcp_massive — An MCP server for Massive.com Financial Market Data ☆372
stefanoamorelli/sec-edgar-mcp — A SEC EDGAR MCP (Model Context Protocol) Server ☆335
narumiruna/yfinance-mcp — MCP server for Yahoo Finance stock data and news ☆174
jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis ☆166
OctagonAI/octagon-mcp-server — Public filings, earnings, financial analysis ☆144
HuggingAGI/mcp-baostock-server — MCP server for BaoStock Chinese stock market data ☆114
berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API ☆103
Adity-star/mcp-yfinance-server — Real-time stock data with yfinance ☆55
AgentX-ai/yahoo-finance-server — Yahoo Finance stock data and news ☆50
zlinzzzz/finData-mcp-server — Financial data from Tushare, Wind, DataYes ☆57
Mrbaeksang/korea-stock-analyzer-mcp — Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative valuation ranges for Claude, Cursor and any MCP client ☆23
JamesANZ/prediction-market-mcp — Polymarket, PredictIt, Kalshi data ☆36
OctagonAI/octagon-vc-agents — AI-driven venture capitalist agents ☆30

Trading & Exchanges

alpacahq/alpaca-mcp-server — Trade stocks, ETFs, crypto, options ☆887
ariadng/metatrader-mcp-server — MetaTrader trading platform for AI LLMs ☆664
ferdousbhai/investor-agent — Investor agent building via MCP ☆341
doggybee/mcp-server-ccxt — Cryptocurrency exchange integration via CCXT ☆140
kukapay/freqtrade-mcp — Freqtrade crypto trading bot ☆124
taylorwilsdon/quantconnect-mcp — QuantConnect trading orchestration ☆116
ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio. ☆80
QuantConnect/mcp-server — QuantConnect algo trading interaction ☆78
trade-it-inc/trade-it-mcp — Trade It stocks and crypto trading ☆56
ozgureyilmaz/polymarket-mcp — Polymarket prediction markets data ☆49
mektigboy/server-hyperliquid — Hyperliquid DEX trading integration ☆43
ethancod1ng/binance-mcp-server — Binance exchange API integration ☆33
laukikk/alpaca-mcp — Alpaca stock and crypto trading ☆36
ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets ☆29
paperinvest/mcp-server — Paper trading platform integration ☆23
solangii/upbit-mcp-server — MCP(Model Context Protocol) server for Upbit ☆17

Frameworks & SDKs

mastra-ai/mastra — TypeScript AI agent framework with RAG ☆26,569
lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,478
quarkiverse/quarkus-mcp-servers — Model Context Protocol Servers in Quarkus ☆195
posit-dev/mcptools — Model Context Protocol For R ☆185
agentrpc/agentrpc — Universal RPC layer for AI agents ☆133
vishalmysore/a2ajava — Google A2A protocol for Spring Boot ☆107
strowk/foxy-contexts — Library for MCP context servers ☆114
abap-ai/mcp — ABAP MCP - Model Context Protocol - Server SDK ☆77
tesla0225/mcp-create — Dynamic MCP server creation and management ☆97
mcpdotdirect/template-mcp-server — Template to quickly set up your own MCP server ☆75
particlefuture/1mcpserver — Auto-discover and configure MCP servers ☆53
domdomegg/programmatic-mcp-prototype — Programmatic MCP tool composition ☆42
mojolicious/mojo-mcp — Perl SDK for Model Context Protocol servers and clients ☆21
mcpx-dev/mcp-badges — Get your projects MCP (Model Context Protocol) badges ☆30

Gaming

Coding-Solo/godot-mcp — MCP server for Godot game engine ☆4,906
IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆3,654
CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆1,844
IvanMurzak/Godot-MCP — Open-source MCP server connecting AI agents to the Godot Editor and runtime (Godot 4.x, C#) ☆188
quazaai/UnityMCPIntegration — Enable AI Agents to Control Unity ☆156
playcanvas/editor-mcp-server — MCP Server for AI automation of the PlayCanvas Editor ☆126
pab1it0/chess-mcp — MCP server for Chess.com player data, games and statistics ☆79
codemaestroai/advanced-unity-mcp — Advanced Unity game engine integration ☆92
sawa-zen/vrchat-mcp — VRChat API interaction ☆63
kkjdaniel/bgg-mcp — MCP server for BoardGameGeek data ☆52
jalpp/chessagine-mcp — Advanced chess analysis capabilities ☆25
jifrozen0110/mcp-riot — League of Legends MCP Server ☆27
jiayao/mcp-chess — MCP server for playing chess against AI ☆23

Healthcare & Bioinformatics

genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol ☆557
the-momentum/apple-health-mcp-server — Apple Health data queries with DuckDB ☆234
wso2/fhir-mcp-server — FHIR healthcare API integration ☆129
JamesANZ/medical-mcp — MCP server for medical data processing ☆106
ChristianHinge/dicom-mcp — DICOM server (PACS) interaction ☆99
the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard. ☆97
cafferychen777/ChatSpatial — Spatial transcriptomics via natural language (Python/R) ☆42
OHNLP/omop_mcp — MCP server for OMOP medical data standard ☆39
srijanshukla18/xray — MCP server for X-ray analysis ☆51
akutishevsky/withings-mcp — MCP server for Withings health data integration ☆29
tomekkorbak/oura-mcp-server — MCP server for Oura API integration ☆38
longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings ☆33
longevity-genie/gget-mcp — Bioinformatic gget functions ☆30
longevity-genie/opengenes-mcp — MCP for the open-genes ☆20

LLM Bridges

perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,409
jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,263
DMontgomery40/deepseek-mcp-server — MCP server for DeepSeek language models ☆349
nesquikm/mcp-rubber-duck — MCP bridge to query multiple OpenAI-compatible LLMs ☆171
pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool ☆155
eLyiN/gemini-bridge — Bridge AI agents to Google Gemini via CLI ☆93
choplin/mcp-gemini-cli — MCP server for Gemini CLI integration ☆102
pierrebrunelle/mcp-server-openai — Query OpenAI models from Claude via MCP ☆84
mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop ☆75
merterbak/Grok-MCP — MCP server for xAI Grok API with tool calling and vision ☆47
ruixingshi/deepseek-thinker-mcp — DeepSeek reasoning for MCP-enabled clients ☆69
kamelirzouni/MCP-server-Deepseek_R1 — Connect Claude Desktop with DeepSeek ☆69
amidabuddha/unichat-mcp-server — Unified chat across multiple LLM providers ☆40
andybrandt/mcp-simple-openai-assistant — Use OpenAI GPTs assistants from Claude ☆39
JamesANZ/cross-llm-mcp — A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, Gemini, Mistral, Kimi K2, and DeepSeek. ☆16
kamelirzouni/MCP-server-Qwen_Max — MCP server for Qwen Max model ☆24
billster45/mcp-chatgpt-responses — MCP server for OpenAI ChatGPT API with Responses API ☆18
HyperbolicLabs/hyperbolic-mcp — MCP Server for Claude ☆18

Location & Maps

GIS

jjsantos01/qgis_mcp — Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop ☆1,035
mahdin75/gis-mcp — MCP server connecting LLMs to GIS capabilities ☆172
JordanGunn/gdal-mcp — Geospatial analysis with epistemic reasoning ☆72
mahdin75/geoserver-mcp — GeoServer geospatial integration ☆85
webcoderz/MCP-Geo — Geocoding MCP server with GeoPY! ☆33

IP Geolocation

briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP using ipinfo.io ☆44
iplocate/mcp-server-iplocate — IP geolocation, proxy detection via IPLocate.io API ☆19

Maps & Navigation

baidu-maps/mcp — Baidu Map MCP Server ☆435
mapbox/mcp-server — Mapbox Model Context Protocol (MCP) server ☆350
jagan-shanmugam/open-streetmap-mcp — MCP server for OpenStreetMap data ☆210
tomtom-international/tomtom-maps-mcp — TomTom location, search, routing ☆51
PinMeTo/pinmeto-location-mcp — PinMeTo MCP server that enables users with authorized credentials to unlock their data ☆16
stadiamaps/stadiamaps-mcp-server-ts — Stadia Maps API integration in TypeScript ☆23
kukapay/nearby-search-mcp — Nearby place search with IP-based location ☆23

Weather

isdaniel/mcp_weather_server — Weather info via Open-Meteo API ☆55
TimLukaHorstmann/mcp-weather — AccuWeather hourly and daily forecasts ☆34
sjanaX01/weather-mcp-server — A simple minimal weather mcp server :) ☆24
mschneider82/mcp-openweather — mcp server for openweather free api ☆18

MCP Clients

Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,923
genkit-ai/genkit — AI app framework for JavaScript and Go ☆6,281
ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,785
SecretiveShell/MCP-Bridge — OpenAI-compatible endpoint calling MCP tools ☆928
ASCIT31/Dark-Moon — Autonomous AI pentest MCP host that drives Claude or a local model to orchestrate 80+ offensive-security tools, with a local Privacy Gateway ☆779
Lucassssss/eechat — Local AI chat application ☆344
3choff/mcp-chatbot — CLI chatbot with MCP integration demo ☆250
EvalsOne/MCP-connect — Cloud AI access to local Stdio MCP servers ☆238
AI-QL/chat-mcp — Desktop chat app with MCP support ☆242
johannesbrandenburger/typst-mcp — MCP server for Typst markup-based typesetting system ☆172
tanaikech/ToolsForMCPServer — MCP server built with Google Apps Script for Gemini CLI ☆106
ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code ☆83
xzq-xu/jvm-mcp-server — JVM-based MCP server implementation ☆87
off-grid-ai/OGAD — On-device MCP client for Mac with a local LLM ☆45
php-mcp/client — Core PHP implementation for the Model Context Protocol (MCP) Client ☆57
zacharypodbela/django-rest-framework-mcp — MCP server for Django REST Framework ☆52
rakesh-eltropy/mcp-client — REST API and CLI client for MCP with LangChain ☆49

Marketing & Analytics

nowork-studio/NotFair — Claude Code skills for SEO, GEO, Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP ☆3,272
nowork-studio/NotFair — NotFair Google Ads MCP — diagnose, recommend, and execute campaign changes ☆3,272
pipeboard-co/meta-ads-mcp — Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required. ☆1,107
gomarble-ai/facebook-ads-mcp-server — Facebook and Instagram Ads management ☆345
proxy-intell/facebook-ads-library-mcp — Facebook Ads Library search and access ☆275
open-strategy-partners/osp_marketing_tools — MCP server for marketing automation tools ☆270
surendranb/google-analytics-mcp — Google Analytics 4 data access ☆229
cnych/seo-mcp — SEO tool based on Ahrefs data ☆252
stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager ☆189
gomarble-ai/google-ads-mcp-server — Google Ads performance data analysis ☆139
microsoft/clarity-mcp-server — Microsoft Clarity integration ☆101
amekala/ads-mcp — MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf. ☆74
AdsMCP/tiktok-ads-mcp-server — TikTok Ads Marketing API integration via MCP ☆45
builtwith/builtwith-mcp — BuiltWith MCP Server ☆41
rafaelstz/adobe-commerce-dev-mcp — Adobe Commerce Dev MCP Server ☆27
stape-io/stape-mcp-server — Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor. ☆16
Kiran1689/storyblok-mcp-server — MCP server for Storyblok CMS management ☆40
gvaibhav/TAM-MCP-Server — Market sizing and TAM/SAM analysis ☆33
MarketplaceAdPros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads ☆28
jonathan-politzki/smartlead-mcp-server — Smartlead MCP deployment ☆17

Media Processing

3D & Animation

ahujasid/blender-mcp — Blender 3D modeling with Claude AI ☆24,839
samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆1,852
ATH-MaaS/Pixelle-MCP — Multimodal AIGC with ComfyUI + MCP ☆1,091
abhiemj/manim-mcp-server — Manim animation code execution ☆621
8beeeaaat/touchdesigner-mcp — MCP server for TouchDesigner ☆449
diivi/aseprite-mcp — MCP server for interacting with the Aseprite API ☆348
pranav-deshmukh/blender-mcp — Blender 3D modeling integration ☆96
PatrickPalmer/MayaMCP — Autodesk Maya 3D integration ☆93
wilsonchenghy/ShaderToy-MCP — Create and explore GLSL shaders on ShaderToy ☆48
junmer/mcp-server-lottiefiles — ☆19

Audio & Music

elevenlabs/elevenlabs-mcp — The official ElevenLabs MCP server ☆1,486
varunneal/spotify-mcp — MCP to connect your LLM with Spotify. ☆609
marcelmarais/spotify-mcp-server — Lightweight MCP server for Spotify ☆400
Simon-Kansara/ableton-live-mcp-server — Ableton Live OSC control ☆390
tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) ☆253
adamjmurray/producer-pal — AI music production assistant for Ableton Live ☆232
dschuler36/reaper-mcp-server — An MCP Server for interacting with Reaper projects. ☆113
SkyworkAI/Mureka-mcp — AI lyrics, song, and music generation ☆107
imprvhub/mcp-claude-spotify — Spotify interaction for Claude Desktop ☆43
TwelveTake-Studios/reaper-mcp — MCP server to control REAPER DAW with AI. 176 tools for mixing, mastering, MIDI composition, and full music production. ☆33
vsaez/mcp-spotify-player — MCP server to manage Spotify from MCP clients ☆19

Image Generation

shinpr/mcp-image — AI image generation with Gemini 3 ☆142
awkoy/replicate-flux-mcp — MCP server for Replicate Flux image and SVG generation ☆105
GenWaveLLC/svgmaker-mcp — MCP server for SVG generation ☆84
apinetwork/piapi-mcp-server — PiAPI media: Midjourney, Flux, Kling ☆72
Flyworks-AI/flyworks-mcp — Fast and free zeroshot lipsync MCP server ☆94
hamflx/imagen3-mcp — MCP server for Google Imagen 3 image generation ☆65
WaveSpeedAI/mcp-server — Image and video generation with WaveSpeed AI ☆30
InhiblabCore/mcp-image-compression — High-performance image compression service ☆33
zxkane/mcp-server-amazon-bedrock — Amazon Bedrock Nova Canvas image generation ☆24

Image Processing

openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆4,914
sunriseapps/imagesorcery-mcp — Image processing operations ☆328
IDEA-Research/DINO-X-MCP — MCP server for DINO-X vision model ☆110
groundlight/mcp-vision — Computer vision models as MCP servers ☆61
screenshotone/mcp — A simple implementation of an MCP server for the ScreenshotOne API ☆35
upnorthmedia/ScreenshotMCP — Website screenshot capture and optimization ☆56
nota/gyazo-mcp-server — Official Model Context Protocol server for Gyazo ☆27
MoussaabBadla/code-screenshot-mcp — Generate code screenshots ☆44
stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) ☆38
magarcia/mcp-server-giphy — Giphy GIF integration ☆33
flowy11/imagician — A MCP server for image edition ☆18

Media Services

garylab/pexels-mcp-server — A Pexels MCP Server for Images and Videos searching ☆19

Video

eat-pray-ai/yutu — The AI-powered toolkit that grows your YouTube channel on autopilot. ☆596
kimtaeyoon83/mcp-server-youtube-transcript — YouTube video transcript downloader ☆575
ZubeidHendricks/youtube-mcp-server — YouTube API and video management ☆555
anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube ☆536
burningion/video-editing-mcp — MCP Interface for Video Jungle ☆283
muxinc/mux-node-sdk — Mux Video and Data API wrapper ☆180
Laksh-star/mcp-server-tmdb — MCP Server with TMDB ☆75
tan-yong-sheng/ai-vision-mcp — Image and video analysis capabilities ☆69
luminarylane/fal-mcp-server — Fal.ai image, video, music generation ☆52
nabid-pf/youtube-video-summarizer-mcp — YouTube video captions and summarization ☆60
video-db/agent-toolkit — MCP toolkit for video database operations ☆47
marcindulak/stt-mcp-server-linux — Local speech-to-text for Tmux on Linux ☆22
omergocmen/json2video-mcp-server — json2video API integration ☆26
sinjab/mcp_youtube_extract — YouTube clip information extraction ☆19
TSavo/creatify-mcp — MCP server for AI video generation ☆22
13rac1/videocapture-mcp — MCP server to capture images from webcam or video source ☆17

Monitoring & Observability

grafana/mcp-grafana — MCP server for Grafana ☆3,279
getsentry/sentry-mcp — An MCP server for interacting with Sentry via LLMs. ☆791
mpeirone/zabbix-mcp-server — MCP server for Zabbix monitoring with 40+ tools ☆239
comet-ml/opik-mcp — MCP server for Opik LLM evaluation platform ☆215
VictoriaMetrics/mcp-victoriametrics — VictoriaMetrics monitoring integration ☆205
pydantic/logfire-mcp — The Logfire MCP Server is here! ☆162
grafana/loki-mcp — An MCP ( Model Context Protocol ) Server for Grafana Loki ☆156
langfuse/mcp-server-langfuse — MCP server for Langfuse LLM observability ☆169
dynatrace-oss/dynatrace-mcp — MCP server for Dynatrace Observability ☆132
Necmttn/ax — Local-first observability for AI coding agent sessions, tool use, skills, and costs ☆87
PagerDuty/pagerduty-mcp-server — PagerDuty official MCP server ☆74
prometheus/prometheus-mcp — MCP server for LLMs to interact with Prometheus ☆69
seekrays/mcp-monitor — MCP server monitoring tool ☆88
last9/last9-mcp-server — Last9 MCP Server ☆59
metoro-io/metoro-mcp-server — Metoro MCP Server ☆51
GeLi2001/datadog-mcp-server — MCP server interacts with the official Datadog API ☆69
mcpcap/mcpcap — Network analysis for the AI age ☆50
rootlyhq/rootly-mcp-server — Rootly MCP server ☆44
emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication ☆31
mhajder/librenms-mcp — MCP server for LibreNMS management ☆31
RedHatInsights/insights-mcp — Red Hat Insights AI connection ☆22
inspektor-gadget/ig-mcp-server — Container and Kubernetes debugging with AI ☆26
ntk148v/alertmanager-mcp-server — MCP server for Prometheus Alertmanager integration ☆23
gologinapp/gologin-mcp — ☆17
tumf/grafana-loki-mcp — Grafana Loki MCP Repository ☆29
tgeselle/bugsnag-mcp — MCP server for Bugsnag error monitoring ☆23
MindscapeHQ/mcp-server-raygun — Raygun error investigation for AI ☆21
Pratyay/mac-monitor-mcp — MCP server for macOS system monitoring ☆22

Productivity

Atlassian

sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆5,614
aashari/mcp-server-atlassian-bitbucket — Atlassian Bitbucket repositories and PRs ☆159
nguyenvanduocit/jira-mcp — Jira issues and sprints via Go MCP ☆95
aashari/mcp-server-atlassian-jira — Atlassian Jira projects, issues and sprints ☆72
aashari/mcp-server-atlassian-confluence — Atlassian Confluence spaces and pages ☆60
phuc-nt/mcp-atlassian-server — Jira and Confluence integration ☆53
KS-GEN-AI/jira-mcp-server — A test of jira mcp server ☆26
rahulthedevil/Jira-Context-MCP — Jira tickets info for AI coding agents ☆26

Collaboration

evalstate/mcp-miro — MCP server for Miro whiteboard manipulation and sticky creation ☆111
kintone/mcp-server — kintone official MCP server ☆52
hiromitsusasaki/raindrop-io-mcp-server — Raindrop.io bookmark management ☆75
orellazri/coda-mcp — MCP Server for Coda ☆61
k-jarzyna/mcp-miro — Miro integration for Model Context Protocol ☆66
Fibery-inc/fibery-mcp-server — MCP server for Fibery workspace integration ☆29

Documents

zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,888
vivekVells/mcp-pandoc — MCP server for document format conversion using pandoc. ☆571
onebirdrocks/ebook-mcp — MCP server for ebook processing ☆379
baruchiro/paperless-mcp — MCP server for Paperless-NGX document management ☆132
PSPDFKit/nutrient-dws-mcp-server — Nutrient Document Web Services ☆68
vgnshiyer/apple-books-mcp — Apple Books MCP Server ☆52
Unstructured-IO/UNS-MCP — MCP server for Unstructured document processing ☆42
esignaturescom/mcp-server-esignatures — eSignatures.com document signing ☆38
thechandanbhagat/cv-forge — MCP server that generates ATS-friendly CVs, cover letters, and email templates tailored to any job description ☆29
gpetraroli/mcp_pdf_reader — An MCP server to extraxt/search text from pdf ☆32
danielkennedy1/pdf-tools-mcp — MCP server for PDF manipulation (merge, extract, snippets) ☆31
intsig-textin/textin-mcp — OCR and document-to-Markdown conversion ☆28

Google Workspace

taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆2,912
MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts ☆491
v-3/google-calendar — Google Calendar events and scheduling ☆72
baryhuang/mcp-headless-gmail — Gmail without local credentials ☆55
vakharwalad23/google-mcp — Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP ☆20
giuseppe-coco/Google-Workspace-MCP-Server — Gmail, Calendar, and Drive integration ☆30

Helpdesk & Support

echelon-ai-labs/servicenow-mcp — MCP Server for ServiceNow ☆281
effytech/freshdesk_mcp — Freshdesk support ticket integration ☆65
modesty/fluent-mcp — MCP server for Fluent (ServiceNow SDK) ☆30
quickchatai/quickchat-ai-mcp — The Quickchat AI MCP server ☆24

Learning & Flashcards

ankimcp/anki-mcp-server — MCP server for Anki spaced repetition flashcards ☆401
scorzeth/anki-mcp-server — An MCP server for Anki ☆184
jinzcdev/leetcode-mcp-server — MCP server for LeetCode problems and solutions ☆133
nietus/anki-mcp — MCP server for anki ☆39
rember/rember-mcp — A Model Context Protocol (MCP) server for Rember. ☆62
doggybee/mcp-server-leetcode — MCP server for LeetCode coding challenges ☆44
spacholski1225/anki-connect-mcp — MCP implementation for Anki Web ☆23

Microsoft 365

haris-musa/excel-mcp-server — Excel file manipulation ☆4,058
Softeria/ms-365-mcp-server — Microsoft 365 and Office via Graph API ☆874
sbroenne/mcp-server-excel — Excel MCP Server - 23 tools for AI-powered automation ☆401
InditexTech/mcp-teams-server — MCP server for Microsoft Teams integration ☆386
merill/lokka — MCP for Microsoft 365 and Graph ☆281
pnp/cli-microsoft365-mcp-server — Manage Microsoft 365 using MCP server ☆121
Norcim133/OutlookMCPServer — MCP Server for msgraph - mail, calendar, files ☆16

Note-taking & Docs

RafalWilinski/mcp-apple-notes — RAG over Apple Notes for Claude ☆407
lostintangent/gistpad-mcp — Personal knowledge and daily notes management ☆200
Vortiago/mcp-outline — AI assistants with Outline docs ☆154
entanglr/zettelkasten-mcp — MCP server implementing Zettelkasten knowledge management ☆160
gornskew/lisply-mcp — Manage Lisply lisp-speaking backends ☆50
ONLYOFFICE/docspace-mcp — DocSpace MCP Server ☆28
akseyh/bear-mcp-server — MCP Server integration for Bear note app ☆45
2slides/mcp-2slides — MCP Server for 2slides - AI agent for PPT generation ☆31
joshylchen/zettelkasten — Comprehensive AI-powered knowledge management system implementing the Zettelkasten method. Features atomic note creation, full-text search, AI-powered CEQRC workflows (Capture→Explain→Question→Refine→Connect), intelligent link discovery, and multi-interface access (CLI, API, Web UI, MCP). Perfect for researchers, students, and knowledge workers. ☆35
danield137/mcp-workflowy — An MCP server for workflowy ☆28
Piotr1215/mcp-obsidian — simple mcp server for interacting with local obsidian notes ☆23
Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs ☆22
louis030195/easy-obsidian-mcp — wire your brain to AGI through the best obsidian MCP ☆16

Notion

makenotion/notion-mcp-server — Official Notion MCP Server ☆4,555
suekou/mcp-notion-server — MCP server for Notion API with Markdown conversion ☆918
danhilse/notion_mcp — Notion integration with advanced formatting ☆209
Badhansen/notion-mcp — Notion workspace management ☆31

Obsidian

MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆4,135
bitbonsai/mcpvault — Lightweight Obsidian vault access ☆1,560
StevenStavrakis/obsidian-mcp — A simple MCP server for Obsidian ☆720

Project Management

mondaycom/mcp — AI agents with secure data access ☆417
jerhadf/linear-mcp-server — MCP server for Linear issue tracking ☆347
makeplane/plane-mcp-server — Plane's Official Model Context Protocol Server ☆273
taskade/mcp — MCP server for Taskade project management ☆159
roychri/mcp-server-asana — MCP server for Asana task and project management ☆145
tacticlaunch/mcp-linear — MCP server for Linear project management ☆143
its-dart/dart-mcp-server — Dart AI Model Context Protocol (MCP) server ☆128
georgeantonopoulos/Basecamp-MCP-Server — Basecamp 3+ project management ☆94
aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support ☆91
tonyzorin/youtrack-mcp — YouTrack server, ARM64 and AMD64 ☆89
feuerdev/keep-mcp — MCP server for Google Keep ☆85
m0xai/trello-mcp-server — A simple yet powerful MCP server for Trello. ☆55
taazkareem/clickup-mcp-server — ClickUp MCP Server - project management with AI ☆49
EduBase/MCP — MCP server for EduBase e-learning platform ☆27
Teamwork/mcp — Teamwork.com MCP server ☆23
bivex/kanboard-mcp — MCP server for Kanboard project management integration ☆23
kocakli/Trello-Desktop-MCP — Trello integration for Claude Desktop via MCP ☆36
kelvin6365/plane-mcp-server — MCP server for Plane.so project management ☆40
Prat011/mcp-server-monday — MCP Server to interact with Monday.com boards and items ☆34
khaoss85/mcp-orchestro — Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony: task decomposition, dependency tracking, pattern learning, and real-time progress visualization. ☆16

Tasks & Calendar

screenpipe/screenpipe — AI app store with 24/7 desktop history ☆20,532
nspady/google-calendar-mcp — MCP integration for Google Calendar to manage events. ☆1,160
Doist/todoist-mcp — Todoist tools for AI agents ☆529
abhiz123/todoist-mcp-server — Todoist natural language task management ☆391
Omar-V2/mcp-ical — Interact with MacOS Calendar ☆323
zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude ☆153
dominik1001/caldav-mcp — CalDAV calendar sync ☆94
stanislavlysenko0912/todoist-mcp-server — Todoist Rest API and Sync API ☆64
alexarevalo9/ticktick-mcp-server — TickTick task management ☆71
flesler/mcp-tasks — Efficient task management with views ☆46
jen6/ticktick-mcp — TickTick task management with filtering ☆67
takumi0706/google-calendar-mcp — Google Calendar for Claude Desktop ☆59
awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior! ☆49
arpitbatra123/mcp-googletasks — MCP server for Google Tasks management ☆47
urbanogardun/things3-mcp — MCP server for Things3 integration on macOS ☆23
jbrinkman/valkey-ai-tasks — MCP server for task management with Valkey persistence ☆25
hichana/goalstory-mcp — Goal tracking with AI-powered storytelling ☆18
Danielpeter-99/calcom-mcp — A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data programmatically. ☆18

Wiki & Collaboration

anyproto/anytype-mcp — AI with Anytype encrypted local data ☆487
ProfessionalWiki/MediaWiki-MCP-Server — Connect AI with any MediaWiki ☆113
yuna0x0/hackmd-mcp — HackMD note-taking integration ☆64
HenryHaoson/Yuque-MCP-Server — Yuque mcp server ☆67
growilabs/growi-mcp-server — A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for accurate, context-aware responses. ☆17

Research & Science

oOo0oOo/lean-lsp-mcp — Lean Theorem Prover MCP ☆458
szeider/mcp-solver — Constraint optimization and solving ☆176
Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP with 14 security layers ☆76
NellyW8/MCP4EDA — RTL-to-GDSII automation with LLM ☆96
SecretiveShell/MCP-wolfram-alpha — Wolfram Alpha computational intelligence ☆75
neuromechanist/matlab-mcp-tools — An MCP to develop MATLAB pipelines section by section and read figures one dimension at a time ☆18

Sandboxing & Execution

superradcompany/microsandbox — easy fast local-first microVM library and toolkit ☆7,022
dagger/container-use — MCP server for container orchestration ☆3,921
Automata-Labs-team/code-sandbox-mcp — Secure code sandbox in Docker ☆325
bazinga012/mcp_code_executor — Execute Python in Conda environment ☆212
alfonsograziano/node-code-sandbox-mcp — MCP server for Node.js code sandbox execution ☆155
hopx-ai/mcp — Execute code in isolated cloud containers ☆155
gradion-ai/ipybox — Python code execution sandbox with MCP tool calling ☆73
r33drichards/mcp-js — MCP server exposing V8 JavaScript runtime for AI agents ☆49
yepcode/mcp-server-js — JavaScript MCP server framework by YepCode ☆46
hileamlakB/Python-Runtime-Interpreter-MCP-Server — Safe Python runtime interpreter ☆29
gwbischof/outsource-mcp — Give your AI assistant its own AI assistants. ☆30

Search & Extraction

Academic Research

blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆2,985
JackKuo666/Google-Scholar-MCP-Server — Search Google Scholar papers ☆381
reading-plus-ai/mcp-server-deep-research — Comprehensive research with reports ☆213
andybrandt/mcp-simple-arxiv — arXiv paper search and reading ☆200
adityak74/mcp-scholarly — A MCP server to search for accurate academic articles. ☆184
andybrandt/mcp-simple-pubmed — PubMed medical research search ☆170
takashiishida/arxiv-latex-mcp — MCP server for arXiv LaTeX paper retrieval ☆142
kaliaboi/mcp-zotero — Zotero collections for Claude Desktop ☆165
JackKuo666/PubMed-MCP-Server — Search and analyze PubMed articles ☆122
OctagonAI/octagon-deep-research-mcp — AI-powered comprehensive research and analysis ☆93
akalaric/mcp-wolframalpha — Wolfram Alpha integration for Python ☆84
HzaCode/OneCite — Parse and format academic references ☆64
connerlambden/bgpt-mcp — Search scientific papers with structured experimental data from full-text studies ☆43
drAbreu/alex-mcp — MCP server for OpenAlex ☆50
szeider/mcp-dblp — Access DBLP computer science bibliography ☆42
prashalruchiranga/arxiv-mcp-server — arXiv API via natural language ☆40
mochow13/google-scholar-mcp — MCP server for Google Scholar written in TypeScript ☆22
hbg/mcp-paperswithcode — MCP interface for PapersWithCode API ☆26
gemy411/multi-agents-research — a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general ☆17
JackKuo666/bioRxiv-MCP-Server — Access bioRxiv papers ☆24

Data APIs

cantian-ai/bazi-mcp — Bazi Chinese astrology information ☆412
Rudra-ravi/wikipedia-mcp — Retrieve Wikipedia information ☆275
ahonn/mcp-server-gsc — Google Search Console data access ☆251
hellokaton/unsplash-mcp-server — A MCP server for Unsplash image search. ☆230
deadletterq/mcp-opennutrition — MCP server for nutrition data and analysis ☆197
OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. ☆155
cswkim/discogs-mcp-server — MCP Server for Discogs ☆117
damionrashford/RivalSearchMCP — MCP server for competitive search analysis ☆115
cameronrye/openzim-mcp — MCP server for OpenZIM archive access ☆95
8enSmith/mcp-open-library — MCP server for Open Library book and author search ☆85
yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data ☆83
riemannzeta/patent_mcp_server — FastMCP Server for USPTO data ☆69
anysiteio/anysite-mcp-server — LinkedIn data access ☆62
Linked-API/linkedapi-mcp — LinkedIn account control and data retrieval ☆63
zoomeye-ai/mcp_zoomeye — MCP server for ZoomEye network asset information ☆79
djalal/quran-mcp-server — Quran.com verses, translations, tafsir ☆71
r-huijts/rijksmuseum-mcp — Rijksmuseum artwork exploration ☆70
0xDAEF0F/job-searchoor — A simple MCP server that delivers you jobs based on your needs ☆65
yamanoku/baseline-mcp-server — Web API Baseline status information ☆37
imprvhub/mcp-domain-availability — MCP server to check domain availability ☆55
zzaebok/mcp-wikidata — Wikidata API implementation ☆48
amurshak/congressMCP — US Congress data for AI agents ☆32
mikechao/metmuseum-mcp — Met Museum art collection discovery ☆31
joelio/stocky — An MCP server for searching and downloading stock photography. ☆23
angheljf/nyt — MCP server for New York Times article search ☆19
JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation. ☆34
jhomen368/overseerr-mcp — Model Context Protocol (MCP) server for Overseerr and Seerr (the unified successor) - enables AI assistants to search, request, and manage media through your Seer instance ☆18
DappierAI/dappier-mcp — MCP server for Dappier AI integration ☆42
cameronrye/activitypub-mcp — A comprehensive Model Context Protocol (MCP) server that enables LLMs like Claude to explore and interact with the existing Fediverse through standardized MCP tools, resources, and prompts. ☆17
kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM ☆25
adawalli/nexus — MCP Server to make searching openrouter easy ☆23
siva010928/multi-chat-mcp-server — MCP server for multi-chat capabilities ☆24
Himalayas-App/himalayas-mcp — A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app. ☆17
r-huijts/opentk-mcp — MCP server for Dutch parliamentary data via OpenTK ☆21
delorenj/mcp-server-ticketmaster — Ticketmaster Discovery API ☆24
AshwinSundar/congress_gov_mcp — Query US Congress.gov API ☆19

News & Content

lfnovo/content-core — Extract what matters from any media source ☆166
erithwik/mcp-hn — MCP Server for Hackernews ☆74
imprvhub/mcp-rss-aggregator — RSS feed aggregation for Claude Desktop ☆27
pskill9/hn-server — Hacker news MCP server ☆40
format37/youtube_mcp — youtube transcriber mcp server ☆32
the0807/GeekNews-MCP-Server — GeekNews MCP Server ☆18

Web Search Engines

exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆4,771
tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆2,258
Aas-ee/open-webSearch — MCP server for open web search ☆1,641
nickclyde/duckduckgo-mcp-server — MCP server for DuckDuckGo search ☆1,369
brave/brave-search-mcp-server — Brave Search with AI summarization ☆1,323
ihor-sokoliuk/mcp-searxng — Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client ☆1,073
mrkrsl/web-search-mcp — Local web search for Claude Desktop ☆1,053
kagisearch/kagimcp — Official Kagi search MCP server ☆458
pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED) ☆463
jae-jae/g-search-mcp — Parallel Google search with summaries ☆268
superagents-lab/search1api-mcp — MCP server for web search and crawl via Search1API ☆172
serpapi/serpapi-mcp — SerpApi MCP Server for Google and other search engine results ☆162
nkapila6/mcp-local-rag — RAG-like web search via MCP ☆132
ChanMeng666/server-google-news — MCP server for Google News integration ☆125
SecretiveShell/MCP-searxng — SearXNG search for agentic systems ☆125
mikechao/brave-search-mcp — MCP server for Brave Search with filtering options ☆121
isnow890/naver-search-mcp — MCP server for Naver search integration ☆78
tanigami/mcp-server-perplexity — Perplexity API chat with citations ☆94
ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server ☆93
zhsama/duckduckgo-mcp-server — MCP server for DuckDuckGo web search ☆86
OvertliDS/mcp-searxng-enhanced — SearXNG web search with category awareness ☆54
leehanchung/bing-search-mcp — MCP Server for Bing Search API ☆78
pwilkin/mcp-searxng-public — Query public SearXNG instances ☆50
ubie-oss/mcp-vertexai-search — A MCP server for Vertex AI Search ☆35
Tomatio13/mcp-server-tavily — MCP Server for Tavily API integration ☆50
ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API ☆45
garylab/serper-mcp-server — A Serper MCP Server ☆37
mnhlt/WebSearch-MCP — MCP server for web search integration ☆38

Security

Identity & Access

auth0/auth0-mcp-server — Auth0 tenant management via natural language ☆112
sshaaf/keycloak-mcp-server — MCP server for Keycloak identity and access management ☆45
atomicchonk/roadrecon_mcp_server — Azure AD ROADrecon analysis for Claude ☆52
firstorderai/authenticator_mcp — Authenticator App for AI agents ☆40
ChristophEnglisch/keycloak-model-context-protocol — Keycloak user and realm management ☆45
hieuttmmo/entraid-mcp-server — EntraID via Microsoft Graph API ☆40
descope-sample-apps/descope-mcp-server-stdio — Descope user management and audits ☆33
kapilduraphe/okta-mcp-server — Okta MCP Server ☆22

MCP Security

eqtylab/mcp-guardian — Manage / Proxy / Secure your MCP Servers ☆199
kapilduraphe/mcp-watch — Security scanner for MCP servers ☆135
postralai/masquerade — The Privacy Firewall for LLMs ☆77
82ch/MCP-Dandan — MCP security with real-time proxying ☆65
kontext-security/attestable-mcp-server — Hardware attestation for MCP server integrity ☆21
AIM-Intelligence/AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting ☆21
cromwellian/hippycampus — REST endpoint to MCP conversion ☆20

Network & Firewall

vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy ☆69
intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder ☆26

Pentesting & OSINT

PortSwigger/mcp-server — MCP Server for Burp ☆1,012
w0h1v/mcp-maigret — Maigret OSINT user account collection ☆251
w0h1v/mcp-virustotal — VirusTotal API queries ☆139
w0h1v/mcp-shodan — MCP server for Shodan - device search, IP recon, CVE intel ☆146
roadwy/cve-search_mcp — CVE database security queries ☆102
mobb-dev/bugsy — Automatic security vulnerability remediation for your code. ☆68
GitGuardian/ggmcp — Scan and remediate hardcoded secrets ☆37
StacklokLabs/osv-mcp — An MCP server for OSV ☆36
w0h1v/mcp-dnstwist — DNS fuzzing for phishing detection ☆51
nickpending/mcp-recon — Tellix conversational recon interface ☆28
gnlds/mcp-cve-intelligence-server-lite — CVE intelligence from NVD, MITRE, GitHub ☆19

Reverse Engineering

mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆10,766
LaurieWired/GhidraMCP — MCP Server for Ghidra ☆9,581
zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,547
symgraph/GhidrAssistMCP — An native MCP server extension for Ghidra ☆679
zinja-coder/apktool-mcp-server — APK Tool for Android reverse engineering ☆605
fosdickio/binary_ninja_mcp — Binary Ninja plugin for LLM integration ☆408
radareorg/radare2-mcp — MCP stdio server for radare2 ☆276
zboralski/ida-headless-mcp — Headless IDA Pro binary analysis via Model Context Protocol ☆156
13bm/GhidraMCP — Active Socket based MCP Server for Ghidra ☆133
pullkitsan/mobsf-mcp-server — MobSF APK and IPA security scanning ☆21

SIEM & SecOps

beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆2,099
MorDavid/BloodHound-MCP-AI — BloodHound integration with AI through MCP ☆372
CrowdStrike/falcon-mcp — CrowdStrike Falcon security analysis ☆226
gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM ☆228
securityfortech/secops-mcp — All-in-one security testing toolbox via MCP ☆204
cycodehq/cycode-cli — SAST, SCA, Secrets, IaC security scanning ☆99
panther-labs/mcp-panther — Detections, alerts, and log queries ☆46
qianniuspace/mcp-security-audit — MCP server for security auditing ☆54
slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ☆43
Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x ☆51
fr0gger/MCP_Security — This is a repository to experiment with MCP for security ☆49
Contrast-Security-OSS/mcp-contrast — MCP Server for Contrast Security ☆21
zxzinn/opencti-mcp — OpenCTI threat intelligence platform ☆39
jyjune/mcp_vms — MCP server for controlling and accessing a video surveillance system ☆16
gbrigandi/mcp-server-cortex — MCP Server for Cortex ☆16

Social Media

iFurySt/RedNote-MCP — MCP server for accessing RedNote(XiaoHongShu, xhs). ☆1,079
karanb192/reddit-mcp-buddy — Clean Reddit data: posts, search, users ☆761
king-of-the-grackles/reddit-research-mcp — Reddit research with structured insights ☆221
adhikasp/mcp-twikit — Twitter interaction via MCP ☆234
HagaiHen/facebook-mcp-server — Facebook posts, comments, insights automation ☆193
Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration ☆183
Xquik-dev/x-twitter-scraper — X/Twitter API platform with MCP, tweet search, profile tweets, follower export, media download, posting, replies, webhooks, REST API, and SDKs ☆167
34892002/bilibili-mcp-js — Bilibili video search MCP service ☆179
trypeggy/instagram_dm_mcp — Instagram Direct messages MCP ☆175
anwerj/youtube-uploader-mcp — Upload, Update or Schedule videos on Youtube with the help of AI ☆49
LuniaKunal/mcp-twitter — Manage your twitter account using mcp ☆60
jaipandya/producthunt-mcp-server — MCP server for Product Hunt data access ☆49
ertiqah/linkedin-mcp-runner — LinkedIn content analysis and posting ☆30
AbdelStark/nostr-mcp — Nostr posting and interaction ☆37
laulauland/bluesky-context-server — Bluesky MCP server ☆32
macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets. ☆28
jonathan-politzki/mcp-writer-substack — Bridge Substack writings to Claude ☆31
mbelinky/x-mcp-server — MCP server to post on x.com with OAuth v1 and v2 ☆21
gwbischof/bluesky-social-mcp — A Bluesky MCP ☆16
wangshunnn/bilibili-mcp-server — MCP server for the bilibili API ☆16

Sports

r-huijts/strava-mcp — Strava fitness data integration ☆457
guillochon/mlb-api-mcp — MCP server for MLB baseball statistics ☆58
rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server ☆71
yeonupark/mcp-soccer-data — Real-time football data ☆38
mikechao/balldontlie-mcp — MCP server for NBA, NFL, MLB sports data ☆25
lenwood/cfbd-mcp-server — An MCP server enabling CFBD API queries within Claude Desktop. ☆26
kw510/strava-mcp — MCP server with Strava OAuth on Cloudflare Workers ☆26
r-huijts/firstcycling-mcp — MCP server for professional cycling data from FirstCycling ☆19
tomekkorbak/strava-mcp-server — MCP server for Strava API integration ☆22
willvelida/mcp-afl-server — This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API. ☆17
RobSpectre/mvf1 — Python package and CLI for MultiViewer For F1 ☆19

Text-to-Speech

mbailey/voicemode — Natural voice conversations with Claude Code ☆1,289
mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server ☆81

Translation

caol64/wenyan-mcp — Markdown formatting and translation to Chinese ☆1,281
aymericzip/intlayer — MCP server for Intlayer internationalization ☆789
DeepL/deepl-mcp-server — Translation with DeepL API ☆110
translated/lara-mcp — Lara Translate API with language detection ☆94
mmntm/weblate-mcp — ☆21

Travel & Transport

openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent ☆496
cobanov/teslamate-mcp — MCP server for TeslaMate vehicle data and analytics ☆133
r-huijts/ns-mcp-server — MCP server for Dutch Railways (NS) travel information ☆57
pab1it0/tripadvisor-mcp — MCP server for Tripadvisor location data and reviews ☆61
Pradumnasaraf/aviationstack-mcp — MCP for AviationStack API - real-time flight data ☆24
sunsetcoder/flightradar24-mcp-server — Model Context Protocol server for Flight Tracking ☆47
KyrieTangSheng/mcp-server-nationalparks — US National Parks info via NPS API ☆40
variflight/variflight-mcp — Variflight services implementation ☆30
mfukushim/map-traveler-mcp — Virtual traveler library for MCP ☆23
campertunity/mcp-server — ☆16
JordanDalton/DoorDash-MCP-Server — MCP server for DoorDash delivery service integration ☆24

Web Scraping

ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆28,634
firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆7,043
brightdata/brightdata-mcp — All-in-one public web access solution ☆2,535
apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆2,237
jae-jae/fetcher-mcp — Playwright web page content fetching ☆1,069
etsd-tech/mcp-pointer — DOM element pointing for agents ☆588
tinyfish-io/agentql-mcp — AgentQL data extraction integration ☆174
just-every/mcp-read-website-fast — Fast webpage to markdown conversion ☆158
scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server ☆166
pskill9/website-downloader — MCP server to download entire websites ☆154
just-every/mcp-screenshot-website-fast — Fast webpage screenshots for LLMs ☆108
oxylabs/oxylabs-mcp — Official Oxylabs MCP integration ☆101
cyberchitta/scrapling-fetch-mcp — Access bot-protected websites ☆102
supadata-ai/mcp — Video and web scraping for Claude ☆61
webscraping-ai/webscraping-ai-mcp-server — MCP server for AI-powered web scraping ☆45
pragmar/mcp-server-webcrawl — Web crawler data and archives connection ☆44
crawlbase/crawlbase-mcp — MCP server connecting AI agents with real-time web data ☆55
Decodo/mcp-server — Decodo web scraping for MCP clients ☆35
puremd/puremd-mcp — Unblock, scrape, and search tools for MCP clients ☆60
djannot/puppeteer-vision-mcp — Web scraping with AI-driven interaction handling ☆48
ananddtyagi/webpage-screenshot-mcp — MCP server for webpage screenshot capture ☆58
wong2/mcp-jina-reader — Jina Reader MCP Server ☆47
olostep/olostep-mcp-server — MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and search the web in real time. ☆21
DevEnterpriseSoftware/scrapi-mcp — MCP server for using ScrAPI to scrape web pages. ☆18
levz0r/html-to-markdown-mcp — HTML to Markdown converter using Turndown ☆25

🏆 Top 100 by Stars

The most starred projects in this list, sorted by GitHub stars.

upstash/context7 — Up-to-date code docs for LLMs ☆59,750
ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆47,611
mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,496
microsoft/playwright-mcp — Playwright MCP server ☆35,489
github/github-mcp-server — GitHub's official MCP Server ☆31,717
ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆28,634
oraios/serena — Semantic code retrieval and editing toolkit ☆26,899
PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆26,846
mastra-ai/mastra — TypeScript AI agent framework with RAG ☆26,569
ahujasid/blender-mcp — Blender 3D modeling with Claude AI ☆24,839
Skyvern-AI/skyvern — Automate browser based workflows with AI ☆22,591
czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆22,406
trycua/cua — MCP server for CUA platform ☆20,597
screenpipe/screenpipe — AI app store with 24/7 desktop history ☆20,532
vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆18,805
apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆16,909
googleapis/mcp-toolbox — Open source database MCP toolbox ☆16,021
GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆15,493
zilliztech/claude-context — Code search for Claude Code agents ☆12,198
tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆11,956
elie222/inbox-zero — AI email assistant for inbox zero ☆11,705
mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆10,766
instantdb/instant — Modern Firebase with real-time database ☆10,362
LaurieWired/GhidraMCP — MCP Server for Ghidra ☆9,581
awslabs/mcp — AWS MCP servers for AI assistants ☆9,502
mark3labs/mcp-go — Go implementation of MCP ☆8,921
wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆8,844
lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,478
idosal/git-mcp — Free remote MCP for any GitHub project ☆8,285
Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,923
firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆7,043
superradcompany/microsandbox — easy fast local-first microVM library and toolkit ☆7,022
grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆6,930
BrowserMCP/mcp — Browser control for AI applications ☆6,881
GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,500
genkit-ai/genkit — AI app framework for JavaScript and Go ☆6,281
getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆6,146
lharries/whatsapp-mcp — WhatsApp MCP server ☆5,934
mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆5,636
executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,615
sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆5,614
21st-dev/magic-mcp — Frontend development with AI like Magic ☆5,519
baserow/baserow — No-code database, apps, agents with AI ☆5,415
lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,401
Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆4,971
openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆4,914
Coding-Solo/godot-mcp — MCP server for Godot game engine ☆4,906
exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆4,771
makenotion/notion-mcp-server — Official Notion MCP Server ☆4,555
antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,259
MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆4,135
haris-musa/excel-mcp-server — Excel file manipulation ☆4,058
archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆4,027
cloudflare/mcp-server-cloudflare — Cloudflare services management ☆3,990
CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆3,987
dagger/container-use — MCP server for container orchestration ☆3,921
IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆3,654
basicmachines-co/basic-memory — AI conversations that remember context ☆3,514
metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆3,322
grafana/mcp-grafana — MCP server for Grafana ☆3,279
nowork-studio/NotFair — Claude Code skills for SEO, GEO, Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP ☆3,272
nowork-studio/NotFair — NotFair Google Ads MCP — diagnose, recommend, and execute campaign changes ☆3,272
bytebase/dbhub — Token-efficient multi-database MCP ☆3,231
crystaldba/postgres-mcp — Postgres with read/write access and performance ☆3,116
blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆2,985
taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆2,912
Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆2,888
zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,888
supabase/mcp — Connect Supabase to your AI assistants ☆2,833
sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,685
metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,555
zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,547
brightdata/brightdata-mcp — All-in-one public web access solution ☆2,535
perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,409
jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,263
tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆2,258
financial-datasets/mcp-server — Financial Datasets stock market API ☆2,244
apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆2,237
cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,134
joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆2,111
beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆2,099
chatmcp/mcpso — directory for Awesome MCP Servers ☆2,030
IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆2,005
nottelabs/notte — Framework to build web agents ☆1,986
benborla/mcp-server-mysql — MCP server for MySQL database operations ☆1,977
stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆1,974
microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆1,909
samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆1,852
containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆1,846
CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆1,844
MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,796
ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,785
korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,752
julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,737
stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,708
Aas-ee/open-webSearch — MCP server for open web search ☆1,641
leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆1,631
stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆1,613
ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,609
isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆1,570

Contributing

Please see CONTRIBUTING for details.

Feedback

Found something wrong? Open an issue or submit a pull request — contributions are welcome!

Credits

License

The MIT License (MIT). Please see License File for more information.

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repositories.yaml		repositories.yaml

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