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 ☆24,226
zilliztech/claude-context — Code search for Claude Code agents ☆11,077
CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆3,265
ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,616
ref-tools/ref-tools-mcp — Reference tools for coding agents ☆1,103
SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆301
stippi/code-assistant — LLM-powered autonomous coding assistant ☆163
lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆77
wende/cicada — AI Coders search blindly. Be their guide. ☆37
gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆27
x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆21
VertexStudio/developer — File editing, shell execution, screen capture ☆20

Human-in-the-Loop

ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆345
RapidataAI/human-use — Enable AI to ask anyone anything ☆72
gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆53
nazar256/user-prompt-mcp — User input requests for Cursor ☆21

Multi-Agent

rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆1,234
roboticforce/sugar — Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution. ☆75

Reasoning & Prompts

PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆487
ooples/token-optimizer-mcp — Token optimization with caching and compression ☆368
Rai220/think-mcp — MCP Server for reasoning ☆101
hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆83
YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆79
nikkoxgonzales/crash-mcp — Structured reasoning with step validation ☆69
gwbischof/free-will-mcp — Experimental AI self-prompting MCP server ☆36
vasayxtx/mcp-prompt-engine — MCP Prompt Engine ☆17
aquarius-wing/actor-critic-thinking-mcp — Dual-perspective thinking analysis server ☆32
abhinav-mangla/inner-monologue-mcp — Inner Monologue MCP Server ☆17

AI Memory & RAG

Memory

vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆13,334
basicmachines-co/basic-memory — AI conversations that remember context ☆3,033
agentic-box/memora — Persistent shared memories in SQLite ☆404
gannonh/memento-mcp — Memento MCP: A Knowledge Graph Memory System for LLMs ☆418
CheMiguel23/MemoryMesh — MCP server for knowledge graph memory ☆342
Beever-AI/beever-atlas — LLM Wiki memory for team chat (Slack, Discord, Teams) ☆323
pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents ☆167
jean-technologies/jean-memory — AI memory with mem0 and graphiti ☆169
redleaves/context-keeper — Intelligent memory and context for AI agents ☆146
ukkit/memcord — MCP server for memory and context management ☆67
knowall-ai/mcp-neo4j-agent-memory — Memory management using Neo4j graphs ☆68
peless/claude-thread-continuity — Save and restore project context ☆65
hungryrobot1/MCP-PIF — Personal intelligence framework in Haskell ☆57
Yuchen20/Memory-Plus — Enhanced persistent memory management ☆59
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. ☆17
unibaseio/membase-mcp — Decentralized memory layer for AI agents ☆18
ssmirnovpro/extended-memory-mcp — Cross-session persistent memory for Claude Desktop ☆18
hubertciebiada/context-crystallizer — Large repos into AI-consumable knowledge for agents ☆17

RAG

apecloud/ApeRAG — Production GraphRAG with multi-modal ☆1,167
dmayboroda/minima — On-premises conversational RAG with configurable containers ☆1,048
GreatScottyMac/context-portal — Memory bank MCP with knowledge graph ☆762
graphlit/graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform ☆375
shinpr/mcp-local-rag — MCP server for local RAG operations ☆260
hannesrudolph/mcp-ragdocs — MCP server for RAG document retrieval ☆261
needle-ai/needle-mcp — Needle MCP Server for easy RAG.Long-term memory for LLMs. ☆100
ragieai/ragie-mcp-server — Ragie Model Context Protocol Server ☆86
run-llama/mcp-server-llamacloud — LlamaCloud managed indexes connection ☆86
nonatofabio/local_faiss_mcp — Local FAISS MCP - semantic search for Claude/Copilot ☆30
vectara/vectara-mcp — Open source MCP server for Vectara ☆26
pinecone-io/assistant-mcp — Pinecone Assistant MCP server ☆43
agentset-ai/mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers ☆27
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 ☆4,827
paiml/paiml-mcp-agent-toolkit — Pragmatic AI Labs toolkit for deterministic agents ☆153
IBM/wxflows — watsonx.ai Flows AI app tutorials ☆120
TheRaLabs/legion-mcp — MCP server for Legion AI platform ☆91
ai-1st/deepview-mcp — MCP server for DeepView AI analysis ☆66
atlanhq/agent-toolkit — Atlan AI Agent Toolkit ☆32
PromptExecution/just-mcp — mcp server for just ☆49
OctoMind-dev/octomind-mcp — An MCP server for octomind tools, resources and prompts ☆22
StitchAI/stitch-ai-mcp — Decentralized Knowledge Hub for AI ☆38
DumplingAI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI ☆30
sequa-ai/sequa-mcp — MCP server for Sequa AI platform ☆20
PV-Bhat/gemsuite-mcp — MCP server for GemSuite tools ☆29
iflytek/ifly-workflow-mcp-server — MCP server for iFlytek workflows ☆27

Aggregators & Gateways

Aggregators

mindsdb/minds-platform — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,169
metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,324
mcpjungle/MCPJungle — One place to manage & connect to all your MCP servers ☆1,034
1mcp-app/agent — Unified MCP server aggregator ☆436
K-Dense-AI/claude-skills-mcp — Claude Agent Skills vector search ☆384
Intelligent-Internet/gemini-cli-mcp-openai-bridge — Gemini CLI to MCP/OpenAI bridge ☆138
badkk/awesome-crypto-mcp-servers — A collection of crypto MCP servers. ☆134
wanaku-ai/wanaku — Wanaku MCP Router ☆112
sitbon/magg — Magg: The MCP Aggregator ☆133
portel-dev/ncp — Natural Context Provider with smart MCP tool loading ☆90
askbudi/roundtable — Zero-config MCP unifying multiple AI coding assistants ☆106
nguyenvanduocit/all-in-one-model-context-protocol — GitLab, Jira, Confluence, YouTube ☆102
VeriTeknik/pluggedin-mcp — Plugged.in MCP Server manages all your other MCPs in one MCP. ☆50
bh-rat/context-awesome — awesome-lists now available as CLI & MCP server for your agent. ☆51
hamidra/yamcp — Local MCP workspace organization ☆66
membranehq/mcp-server — MCP Server for Membrane ☆36
gotoolkits/mcp-difyworkflow-server — MCP server for Dify workflow invocation ☆60
waystation-ai/mcp — No-code secure MCP integration hub ☆49
wojtyniak/mcp-mcp — Meta-MCP for tool discovery and provisioning ☆21
nazar256/combine-mcp — MCP aggregator combining multiple servers into one interface ☆32
glenngillen/mcpmcp-server — MCP server aggregator and router ☆32
agree-able/room-mcp — Coordinate agents using rooms ☆23

Gateways & Proxies

apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆16,597
sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,518
stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆1,798
tbxark/mcp-proxy — Aggregate multiple MCP servers via HTTP ☆690
smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely ☆216
ssut/Remote-MCP — Type-safe solution for remote MCP communication ☆206
sxhxliang/mcp-access-point — Convert any web server to MCP instantly ☆170
toolprint/hypertool-mcp — Expose tools based on Agent Persona ☆153
VeriTeknik/pluggedin-mcp-proxy — Unified MCP proxy managing multiple MCPs ☆129
tigranbs/mcgravity — Proxy for composing multiple MCP servers into one endpoint ☆96
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 ☆53
universal-mcp/universal-mcp — Middleware for API applications ☆26
pyroprompts/mcp-stdio-to-streamable-http-adapter — STDIO to Streamable HTTP proxy ☆26
webrix-ai/secure-mcp-gateway — Secure OAuth gateway for MCP authentication ☆20
nick1udwig/ws-mcp — MCP server with WebSocket transport ☆20

Platforms & Registries

archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆3,653
metorial/metorial — Connect any AI model to 600+ integrations; powered by MCP ☆3,270
chatmcp/mcpso — directory for Awesome MCP Servers ☆2,006
julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,694
jaw9c/awesome-remote-mcp-servers — Remote MCP Servers ☆1,058
boltmcp/boltmcp — Open standard and registry for converting web APIs into MCP servers ☆350
milisp/mcp-linker — Sync MCP configs across clients ☆311
liuyoshio/mcp-compass — MCP discovery and recommendation ☆230
integromat/make-mcp-server — Make MCP Server ☆157
Jeamee/MCPHub-Desktop — Desktop APP for Discover and Install MCP Servers ☆149
juspay/neurolink — Universal AI platform with MCP and multi-provider support ☆90
matthewdcage/cursor-mcp-installer — Install MCPs in Cursor from git URL ☆75
rust-mcp-stack/mcp-discovery — CLI for discovering MCP server capabilities ☆83
useparagon/paragon-mcp — Access 130+ SaaS integrations via ActionKit ☆47
VeyraX/veyrax-mcp — VeyraX unified tool access via single MCP ☆49
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. ☆17

Browser Automation

AI Automation

Skyvern-AI/skyvern — Automate browser based workflows with AI ☆21,610
nottelabs/notte — Framework to build web agents ☆1,957
getrupt/ashra-mcp — A Model Context Protocol server for Ashra ☆62
imprvhub/mcp-browser-agent — MCP server for autonomous browser automation with Claude ☆38
desplega-ai/qa-use — Agent-first E2E testing CLI ☆22

Browser Tools

BrowserMCP/mcp — Browser control for AI applications ☆6,502
kontext-security/browser-use-mcp-server — Browse the web, directly from Cursor etc. ☆822
onllm-dev/onUI — Browser extension and MCP server for annotation-first UI pair programming with AI agents ☆57
ndthanhdev/mcp-browser-kit — AI assistants interact with local browser ☆52
BB-fat/browser-use-rs — Rust-based browser automation MCP server ☆36

Cloud Services

browserbase/mcp-server-browserbase — Browser control with Browserbase ☆3,338
hyperbrowserai/mcp — A MCP server implementation for hyperbrowser ☆761
browserstack/mcp-server — BrowserStack's Official MCP Server ☆139
kernel/kernel-mcp-server — Secure cloud-browser automation on Kernel ☆28

DevTools

ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆39,640
eyalzh/browser-control-mcp — Browser control via extension for AI agents ☆282
mozilla/firefox-devtools-mcp — MCP server for Firefox DevTools integration ☆156

Playwright

microsoft/playwright-mcp — Playwright MCP server ☆32,522
executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,511
VikashLoomba/MCP-Server-Playwright — MCP server for browser automation using Playwright ☆291
blackwhite084/playwright-plus-python-mcp — Enhanced Playwright browser automation ☆186
kimtth/mcp-aoai-web-browsing — Azure OpenAI with Playwright browser control ☆33

CLI Tools

wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆6,042
IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆1,965
rusiaaman/wcgw — Shell and coding agent on mcp clients ☆660
ferrislucas/iterm-mcp — iTerm command execution for REPL/CLI ☆556
baryhuang/mcp-remote-macos-use — AI agent for full Mac control ☆481
peakmojo/applescript-mcp — Execute AppleScript for Mac control ☆457
tufantunc/ssh-mcp — SSH control for Linux servers ☆457
classfang/ssh-mcp-server — SSH MCP server included in official repo ☆440
wong2/mcp-cli — A CLI inspector for the Model Context Protocol ☆432
claude-did-this/MCPControl — MCP server for Windows OS automation ☆320
nickgnd/tmux-mcp — A MCP server for our beloved terminal multiplexer tmux. ☆277
domdomegg/computer-use-mcp — Full computer control for AI models ☆254
g0t4/mcp-server-commands — MCP server to run commands (runProcess tool) ☆224
dvcrn/mcp-server-siri-shortcuts — MCP for calling Siri Shorcuts from LLMs ☆186
tumf/mcp-shell-server — Shell execution with whitelisted commands ☆174
MladenSU/cli-mcp-server — CLI with secure execution and custom policies ☆169
AB498/computer-control-mcp — Mouse, keyboard, OCR via PyAutoGUI ☆141
sonirico/mcp-shell — Secure, auditable shell commands for AI ☆77
automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental) ☆72
inercia/MCPShell — Use shell scripts as MCP tools ☆65
NakaokaRei/swift-mcp-gui — Keyboard and mouse control on macOS ☆57
nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server ☆45
ooples/mcp-console-automation — MCP for AI-driven console automation and monitoring ☆33
InsForge/insforge-mcp — MCP server for InsForge - full-stack builders for coding agents ☆26
maxim-saplin/mcp_safe_local_python_executor — Safe Python executor from smolagents ☆44
PhialsBasement/CMD-MCP-Server — CMD command execution for Claude agents ☆24
erniebrodeur/mcp-grep — simple mcp server to wrap the local instance of grep. ☆24
OthmaneBlial/term_mcp_deepseek — A MCP‑like server using the DeepSeek API for Terminal ☆16
Beer-Bears/scaffold — Structural RAG system for large codebases ☆16
JoshuaRileyDev/mac-apps-launcher — Launch and manage macOS applications ☆18

CRM & ERP

ivnvxd/mcp-server-odoo — MCP server for Odoo ERP integration ☆280
GeLi2001/shopify-mcp — Shopify API for Claude and Cursor ☆209
smn2gnt/MCP-Salesforce — MCP Salesforce connector ☆178
tsmztech/mcp-server-salesforce — Salesforce MCP Server ☆156
augmnt/augments-mcp-server — MCP server for Augments AI platform ☆122
baryhuang/mcp-hubspot — HubSpot CRM integration for AI assistants ☆122
tomaspavlin/rohlik-mcp — Shop groceries on Rohlik Group platforms ☆108
mafzaal/d365fo-client — Client for Microsoft Dynamics 365 F&O ☆29
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. ☆16

Cloud & Infrastructure

AWS

awslabs/mcp — AWS MCP servers for AI assistants ☆9,051
alexei-led/aws-mcp-server — AWS CLI in containerized environment ☆182
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 ☆79
aws-powertools/powertools-mcp — Powertools for AWS's official MCP Server ☆43
localstack/localstack-mcp-server — LocalStack AWS emulation ☆23
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 ☆3,740
microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆1,683
TencentCloudBase/CloudBase-MCP — Connect CloudBase to AI agents ☆1,009
GoogleCloudPlatform/cloud-run-mcp — MCP server to deploy apps to Cloud Run ☆607
babelcloud/gbox — AI control for Android, browser, desktop ☆173
aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server ☆115
aliyun/alibabacloud-devops-mcp-server — MCP server for Alibaba Yunxiao DevOps platform ☆109
dkruyt/mcp-hetzner — Hetzner Cloud management ☆109
vantage-sh/vantage-mcp-server — Fetch costs and usage from Vantage ☆81
heroku/heroku-mcp-server — Heroku Platform MCP Server using the Heroku CLI ☆76
aliyun/alibabacloud-hologres-mcp-server — MCP server for Alibaba Hologres data warehouse ☆32
call518/MCP-OpenStack-Ops — MCP server providing OpenStack project management ☆27
kestra-io/mcp-server-python — Python MCP for Kestra AI Agents ☆26
aliyun/alibabacloud-dataworks-mcp-server — Alibaba Cloud DataWorks API integration ☆38
aantti/mcp-netbird — Netbird network management ☆48
qiniu/qiniu-mcp-server — Qiniu Cloud storage, CDN, and media processing ☆36
api7/apisix-mcp — APISIX gateway for LLM integration ☆37
redis/mcp-redis-cloud — MCP server for Redis Cloud database operations ☆39
Azure-Samples/mcp — Samples and resources for Azure MCP ☆40
pibblokto/cert-manager-mcp-server — MCP Server for cert-manager ☆23
higress-group/higress-ops-mcp-server — Higress API gateway configuration management ☆22
kocierik/consul-mcp-server — A consul MCP Server (modelcontextprotocol) ☆16
hardik-id/azure-resource-graph-mcp-server — Azure Resource Graph query interface ☆18
alexbakers/mcp-ipfs — MCP IPFS Server ☆16

Kubernetes

containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆1,592
Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆1,392
rohitg00/kubectl-mcp-server — Kubernetes cluster chat with Claude/Cursor ☆887
weibaohui/k8m — Mini Kubernetes AI Dashboard ☆815
strowk/mcp-k8s-go — Go-based Kubernetes connection ☆381
vfarcic/dot-ai — Deploy apps to any Kubernetes cluster ☆318
alexei-led/k8s-mcp-server — Kubernetes cluster management ☆208
portainer/portainer-mcp — Portainer container management ☆155
reza-gholizade/k8s-mcp-server — Kubernetes cluster management ☆155
silenceper/mcp-k8s — Kubernetes cluster interaction ☆145
weibaohui/kom — Kubernetes SDK wrapping kubectl ☆148
kubestellar/console — AI-powered multi-cluster Kubernetes dashboard with MCP server (kc-agent) for natural language operations ☆100
StacklokLabs/mkp — MKP Kubernetes MCP server ☆57
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 ☆1,368
nwiizo/tfmcp — Terraform AI-assisted infrastructure ☆364
1Panel-dev/mcp-1panel — MCP server for 1Panel management ☆147
kocierik/mcp-nomad — A nomad MCP Server (modelcontextprotocol) ☆49
bright8192/esxi-mcp-server — MCP server for VMware ESXi management ☆57
jokemanfire/mcp-containerd — Use mcp to manage containerd(developing) ☆53
openstack-kr/python-openstackmcp-server — openstack mcp server ☆19
severity1/terraform-cloud-mcp — Terraform Cloud API integration ☆23

Communication & Messaging

Apple Messages

mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆1,421
carterlasalle/mac_messages_mcp — MCP server for secure iMessage database access on macOS ☆284
hannesrudolph/imessage-query-fastmcp-mcp-server — Safe iMessage database queries ☆77
wyattjoh/imessage-mcp — iMessage data reading from macOS ☆26

Email

elie222/inbox-zero — AI email assistant for inbox zero ☆10,695
MadLlama25/fastmail-mcp — Access to Fastmail API for AI assistants ☆119
ZilongXue/claude-post — Email management via natural language ☆113
mailtrap/mailtrap-mcp — Official mailtrap.io MCP server ☆59
mailgun/mailgun-mcp-server — Mailgun API integration ☆55
Shy2593666979/mcp-server-email — Email with attachments for Gmail, Outlook, QQ ☆76
egyptianego17/email-mcp-server — Send emails with attachments via SMTP ☆27

Messengers

lharries/whatsapp-mcp — WhatsApp MCP server ☆5,614
chigwell/telegram-mcp — MCP server for Telegram messaging ☆1,091
line/line-bot-mcp-server — LINE Messaging API for AI agents ☆581
chaindead/telegram-mcp — Telegram dialogs, messages, drafts, statuses ☆326
areweai/tsgram-mcp — Telegram for local Claude Code debug ☆93
ztxtxwd/open-feishu-mcp-server — Feishu/Lark OAuth and document management ☆86
pubnub/pubnub-mcp-server — PubNub Model Context Protocol Server ☆31
mjknowles/matrix-mcp-server — Matrix server integration and chat ☆44
DLHellMe/telegram-mcp-server — Scrape and analyze Telegram content ☆30

Notifications

gitmotion/ntfy-me-mcp — MCP server for ntfy push notifications ☆59
Cactusinhand/mcp_server_notify — Send system notification when Agent task is done. ☆52
aahl/mcp-notify — Notify to Weixin, Telegram, Bark, Lark, DingTalk ☆31
infobip/mcp — Infobip Remote MCP Servers Documentation ☆29
teddyzxcv/ntfy-mcp — MCP server for ntfy push notifications ☆43
AshikNesin/pushover-mcp — A MCP implementation for sending notifications via Pushover ☆37

Team Chat

korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,596
chatmcp/mcp-server-chatsum — Query and Summarize your chat messages. ☆1,034
joinly-ai/joinly — Make your meetings accessible to AI Agents ☆517
SaseQ/discord-mcp — MCP server for Discord integration ☆308
v-3/discordmcp — Discord MCP Server for Claude Integration ☆199
discourse/discourse-mcp — MCP client for Discourse sites ☆54
zencoderai/slack-mcp-server — Slack workspace interaction and messaging ☆66
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 ☆20

Data & Analytics

AI/ML Platforms

MigoXLab/dingo — AI data, model, app quality evaluation ☆699
evalstate/mcp-hfspace — HuggingFace Spaces integration ☆388
YanxingLiu/dify-mcp-server — Model Context Protocol (MCP) Server for dify workflows ☆275
0xshellming/mcp-summarizer — MCP Server for AI Summarization ☆161
ChronulusAI/chronulus-mcp — Chronulus AI forecasting and prediction agents ☆108
optuna/optuna-mcp — Optuna hyperparameter optimization ☆76
zenml-io/mcp-zenml — ZenML MLOps platform connection ☆44
arrismo/kaggle-mcp — MCP server for Kaggle ☆35
kumo-ai/kumo-rfm-mcp — MCP server to query KumoRFM in your agentic flows ☆31
HumanSignal/label-studio-mcp-server — MCP server for Label Studio data labeling ☆29
privetin/dataset-viewer — MCP server for Hugging Face dataset viewer ☆31

Data APIs

YangLiangwei/PersonalizationMCP — Personal data hub for AI from Steam, YouTube, Bilibili ☆54
anshumax/world_bank_mcp_server — World Bank open data API ☆46
explorium-ai/mcp-explorium — Explorium B2B Data - MCP Server ☆21

Data Exploration

reading-plus-ai/mcp-server-data-exploration — Interactive CSV data exploration ☆535
kdqed/zaturn — Data Analysis With Vibes ☆74
santoshray02/csv-editor — AI-powered CSV data manipulation and analysis ☆23
brightlikethelight/networkx-mcp-server — First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration ☆16

Data Platforms

dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. ☆561
kubeflow/mcp-apache-spark-history-server — Apache Spark History Server bridge ☆170
microsoft/fabric-rti-mcp — Fabric Real-Time Intelligence server ☆115
keboola/mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform ☆84
acryldata/mcp-server-datahub — Official MCP server for DataHub ☆74
RafaelCartenet/mcp-databricks-server — AI agents interact with Databricks ☆40
aywengo/kafka-schema-reg-mcp — Kafka Schema Registry management ☆31
thoughtspot/mcp-server — The ThoughtSpot MCP Server ☆31
JordiNeil/mcp-databricks-server — MCP Server for Databricks ☆48
growthbook/growthbook-mcp — GrowthBook flags and experiments ☆22
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 ☆17
yangkyeongmo/mcp-server-openmetadata — OpenMetadata integration for data catalog ☆24
syucream/lightdash-mcp-server — Access to Lightdash analytics ☆25
mattijsdp/dbt-docs-mcp — dbt documentation interaction ☆23
datumnova/ms-fabric-mcp — ☆16
ognis1205/mcp-server-unitycatalog — Unity Catalog AI Model Context Protocol Server ☆16

Jupyter & Notebooks

datalayer/jupyter-mcp-server — Model Context Protocol (MCP) Server for Jupyter. ☆1,094
jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook ☆130
phisanti/MCPR — AI agents in interactive R sessions ☆25

Visualization

antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,063
hustcc/mcp-echarts — ECharts visual charts with AI ☆228
isaacwasserman/mcp-vegalite-server — MCP server for Vega-Lite data visualization ☆96
palewire/datawrapper-mcp — Create Datawrapper charts with AI ☆38

Databases

Analytics & Warehouses

ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants. ☆777
motherduckdb/mcp-server-motherduck — Local MCP server for DuckDB and MotherDuck ☆480
Snowflake-Labs/mcp — Snowflake Cortex AI and SQL orchestration ☆286
isaacwasserman/mcp-snowflake-server — MCP server for Snowflake database queries ☆182
ktanaka101/mcp-server-duckdb — DuckDB database interaction ☆174
ergut/mcp-bigquery-server — MCP server for Google BigQuery integration ☆139
LucasHild/mcp-server-bigquery — Google BigQuery database access ☆126
pab1it0/adx-mcp-server — MCP server for Azure Data Explorer ☆54
aliyun/alibabacloud-adb-mysql-mcp-server — AnalyticDB for MySQL MCP Server ☆31
lishenxydlgzs/aws-athena-mcp — MCP server to run AWS Athena queries ☆40

Cache & Key-Value

redis/mcp-redis — MCP server for Redis database operations ☆509
aliyun/alibabacloud-tablestore-mcp-server — MCP server for Alibaba Tablestore NoSQL ☆156
upstash/mcp-server — Upstash Model Context Server ☆53

Cloud Platforms

instantdb/instant — Modern Firebase with real-time database ☆10,260
supabase-community/supabase-mcp — Connect Supabase to your AI assistants ☆2,684
alexander-zuev/supabase-mcp-server — MCP server for Supabase database and auth ☆821
neondatabase/mcp-server-neon — Neon Management API and databases ☆596
gannonh/firebase-mcp — Model Context Protocol (MCP) server for Firebase. ☆243
JoshuaRileyDev/supabase-mcp-server — MCP server for Supabase database operations ☆49
Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven ☆19
niledatabase/nile-mcp-server — Nile Database tenants, users, auth for LLMs ☆17

Graph Databases

neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers ☆947
neo4j-contrib/gds-agent — Neo4j Graph Data Science tools ☆86
da-okazaki/mcp-neo4j-server — mcp-neo4j-server ☆58
FalkorDB/FalkorDB-MCPServer — Connect LLMs to FalkorDB ☆35
ravenwits/mcp-server-arangodb — ArangoDB database interaction ☆47

Multi-Database Tools

googleapis/mcp-toolbox — Open source database MCP toolbox ☆15,223
bytebase/dbhub — Token-efficient multi-database MCP ☆2,756
damms005/devdb-vscode — Zero-config VS Code database extension ☆1,403
centralmind/gateway — Universal database MCP for LLMs ☆529
runekaagaard/mcp-alchemy — MCP server for SQLAlchemy database operations ☆403
FreePeak/db-mcp-server — MCP server for database operations ☆377
executeautomation/mcp-database-server — Connect to SQLite, SQL Server, PostgreSQL ☆350
XGenerationLab/xiyan_mcp_server — Natural language database queries ☆235
s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API ☆29
schemacrawler/SchemaCrawler-AI-MCP-Server-Usage — How to use SchemaCrawler AI MCP Server ☆25
prisma/mcp — Prisma database workflows ☆42
fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use ☆32
datastrato/mcp-server-gravitino — MCP server for Apache Gravitino ☆22

NoSQL & Document

mongodb-js/mongodb-mcp-server — Connect to MongoDB and Atlas clusters ☆1,021
kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB ☆278
furey/mongodb-lens — MongoDB Lens: Full Featured MCP Server for MongoDB Databases ☆201
QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP) ☆172
Couchbase-Ecosystem/mcp-server-couchbase — Couchbase database cluster integration ☆32
datastax/astra-db-mcp — An MCP server for Astra DB workloads ☆38

SQL Databases

crystaldba/postgres-mcp — Postgres with read/write access and performance ☆2,742
benborla/mcp-server-mysql — MCP server for MySQL database operations ☆1,652
designcomputer/mysql_mcp_server — Secure MySQL database interaction ☆1,251
subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language. ☆529
apache/doris-mcp-server — Apache Doris MCP Server ☆292
wenb1n-dev/mysql_mcp_server_pro — Enhanced MySQL with anomaly analysis ☆244
StarRocks/mcp-server-starrocks — StarRocks MCP (Model Context Protocol) Server ☆171
MariaDB/mcp — MariaDB MCP (Model Context Protocol) server implementation ☆168
call518/MCP-PostgreSQL-Ops — PostgreSQL operations and monitoring ☆149
f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations ☆160
tuannvm/mcp-trino — High-performance Trino MCP in Go ☆103
oceanbase/awesome-oceanbase-mcp — MCP Server for OceanBase database and its tools ☆102
jparkerweb/mcp-sqlite — Comprehensive SQLite interaction ☆104
hannesrudolph/sqlite-explorer-fastmcp-mcp-server — Read-only SQLite database access ☆105
donghao1393/mcp-dbutils — Multi-database connector for SQLite, MySQL, PostgreSQL ☆88
wenb1n-dev/SmartDB_MCP — Universal database MCP for MySQL, PostgreSQL, Oracle and more ☆79
Teradata/teradata-mcp-server — Teradata database integration ☆51
aliyun/alibabacloud-rds-openapi-mcp-server — MCP server for RDS Services via OPENAPI. ☆52
Zhwt/go-mcp-mysql — Go-based MCP server for MySQL ☆53
singlestore-labs/mcp-server-singlestore — SingleStore database management API ☆33
pingcap/pytidb — TiDB AI SDK for apps and agents ☆31
ydb-platform/ydb-mcp — MCP server for YDB distributed database ☆25
isdaniel/pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. ☆23
ahmedmustahid/postgres-mcp-server — MCP server for PostgreSQL ☆30
panasenco/mcp-sqlite — SQLite with Datasette metadata support ☆22
OpenLinkSoftware/mcp-sqlalchemy-server — ODBC server with FastAPI and SQLAlchemy ☆23
Xexr/mcp-libsql — MCP server for libSQL database ☆20
c4pt0r/mcp-server-tidb — mcp server for tidb ☆23
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 ☆659
cr7258/elasticsearch-mcp-server — Elasticsearch and OpenSearch interaction ☆275
meilisearch/meilisearch-mcp — Meilisearch interaction via LLM interfaces ☆186
opensearch-project/opensearch-mcp-server-py — OpenSearch cluster interaction for AI ☆126
vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server ☆106
algolia/mcp — MCP servers for interacting with Algolia ☆28
suhail-ak-2/mcp-typesense-server — Typesense search for AI assistants ☆19

Spreadsheets & No-Code

baserow/baserow — No-code database, apps, agents with AI ☆4,828
xing5/mcp-google-sheets — Google Drive and Sheets integration ☆859
domdomegg/airtable-mcp-server — Airtable bases integration for AI systems ☆444
rashidazarang/airtable-mcp — Airtable integration for AI applications ☆80
edwinbernadus/nocodb-mcp-server — nocodb mcp server ☆70
freema/mcp-gsheets — Google Sheets read, write, manipulate ☆65
felores/airtable-mcp — Manage Airtable bases and records ☆73
proompteng/bilig — Headless spreadsheet WorkPaper MCP server for formula readback, input edits, and JSON persistence in Node.js agent workflows. ☆23

Streaming & Messaging

confluentinc/mcp-confluent — MCP server for Confluent Kafka platform ☆153
tuannvm/kafka-mcp-server — Apache Kafka server in Go ☆49
kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ ☆38

Time-Series & Metrics

GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,256
pab1it0/prometheus-mcp-server — MCP server for Prometheus metrics ☆441
VictoriaMetrics/mcp-victorialogs — VictoriaLogs log management integration ☆71
influxdata/influxdb3_mcp_server — MCP Server for InfluxDB 3 ☆30
GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB ☆27
apache/iotdb-mcp-server — Apache IoTDB MCP Server ☆38
idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB ☆37

Vector Databases

qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆1,396
chroma-core/chroma-mcp — Chroma vector database capabilities ☆546
zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus ☆231
weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate ☆161
pinecone-io/pinecone-mcp — Connect Pinecone to AI assistants ☆65
privetin/chroma — MCP server for Chroma ☆41

Developer Tools

API Tools

tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆11,865
WordPress/mcp-adapter — Bridge Abilities API to MCP ☆1,072
zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server. ☆756
automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server ☆605
blurrah/mcp-graphql — Model Context Protocol server for GraphQL ☆384
apollographql/apollo-mcp-server — Apollo MCP Server ☆281
postmanlabs/postman-mcp-server — Connect your AI to your APIs on Postman ☆239
MFYDev/ghost-mcp — Interact with Ghost CMS via LLM ☆184
delano/postman-mcp-server — An MCP server that provides access to Postman. ☆150
webflow/mcp-server — Model Context Protocol (MCP) server for the Webflow Data API. ☆131
hostinger/api-mcp-server — MCP server for Hostinger API integration ☆91
shannonlal/mcp-postman — MCP Server for running Postman Collections with Newman ☆85
ivo-toby/contentful-mcp — Contentful CMS Management API ☆60
shanejonas/openrpc-mcp-server — JSON-RPC via OpenRPC ☆43
Kong/mcp-konnect — Interact with Kong Konnect APIs ☆42
hannesj/mcp-graphql-schema — GraphQL Schema Model Context Protocol Server ☆45
Omedia/mcp-server-drupal — Drupal MCP module companion ☆50
xxxbrian/mcp-rquest — Browser-like HTTP with TLS fingerprinting ☆45
Arize-ai/text-to-graphql-mcp — MCP server for text-to-GraphQL conversion ☆23
hijaz/postmancer — REST client replacing Postman/Insomnia ☆28
fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools ☆22
drestrepom/mcp_graphql — Interact with GraphQL APIs via MCP tools ☆20
Jktfe/serveMyAPI — MCP server for custom API serving ☆24

CI/CD & DevOps

czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆20,739
leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆1,617
ckreiling/mcp-server-docker — MCP server for Docker ☆717
utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources ☆639
QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol) ☆480
TencentEdgeOne/edgeone-pages-mcp — Deploy HTML to EdgeOne Pages with public URL ☆415
jamsocket/forevervm — Stateful AI code sandboxes ☆228
yangkyeongmo/mcp-server-apache-airflow — MCP server for Apache Airflow workflows ☆164
nacos-group/nacos-mcp-router — MCP server discovery, install, and proxy ☆177
docker/hub-mcp — Docker Hub MCP Server ☆144
DefangLabs/defang — MCP server for Defang cloud deployment ☆152
jfrog/mcp-jfrog — JFrog Platform repository management ☆118
OctopusDeploy/mcp-server — Octopus Deploy Official MCP Server ☆96
CircleCI-Public/mcp-server-circleci — MCP server for CircleCI CI/CD pipeline integration ☆83
Vortiago/mcp-azure-devops — AI assistants with Azure DevOps ☆79
harness/mcp-server — This is the official repo for the Harness MCP server ☆55
buildkite/buildkite-mcp-server — Official MCP Server for Buildkite. ☆49
call518/MCP-Airflow-API — Apache Airflow API integration ☆46
bitrise-io/bitrise-mcp — Bitrise CI/CD app and build management ☆38
IvanAmador/vercel-ai-docs-mcp — Vercel AI SDK documentation search ☆49
launchdarkly/mcp-server — LaunchDarkly's Model Context Protocol (MCP) Server ☆21
endorhq/cli — Sandboxed environments for favorite services via MCP ☆27
leosepulveda/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 ☆17

Code Analysis

bgauryy/octocode-mcp — MCP server for semantic code search and context generation ☆816
SonarSource/sonarqube-mcp-server — SonarQube MCP Server ☆554
admica/FileScopeMCP — Codebase dependency diagrams ☆291
janreges/ai-distiller — Fast tool for extracting essential public information from code ☆154
st3v3nmw/sourcerer-mcp — Semantic code search reducing token waste ☆113
micl2e2/code-to-tree — Source code to AST tree conversion ☆83
codacy/codacy-mcp-server — Codacy's MCP Server implementation ☆59
CodeLogicIncEngineering/codelogic-mcp-server — Codelogic software dependency analysis ☆36
azer/react-analyzer-mcp — React code analysis and docs generation ☆57
cqfn/aibolit-mcp-server — Aibolit Java static analyzer for AI agents ☆26
vezlo/src-to-kb — Convert source code to LLM ready knowledge base ☆32
j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis. ☆31
kandrwmrtn/cplusplus_mcp — MCP server for C++ codebase analysis using libclang ☆29
PromptExecution/rust-cargo-docs-rag-mcp — MCP tools for Rust Context Engineering (rustdocs, rust analyzer) ☆17

Debuggers

jasonjmcghee/claude-debugs-for-you — Interactive debugging via MCP and VS Code ☆510
cameroncooke/reloaderoo — Powerful MCP debugging proxy and CLI inspection tool. ☆119
stass/lldb-mcp — LLDB MCP server ☆99
pansila/mcp_server_gdb — MCP Server to expose the GDB debugging capabilities ☆63

Design & UI

GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆14,751
grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆6,753
21st-dev/magic-mcp — Frontend development with AI like Magic ☆4,868
Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆2,769
hustcc/mcp-mermaid — Generate mermaid diagram and chart with AI MCP dynamically. ☆554
public-ui/kolibri — The accessible HTML-Standard ☆262
mastergo-design/mastergo-magic-mcp — Connect MasterGo to AI assistants ☆255
storybookjs/mcp — MCP server for Storybook UI component library ☆237
YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact ☆231
freema/mcp-design-system-extractor — MCP server for extracting design system components ☆64
modao-dev/modao-proto-mcp — Connect Modao Proto to AI clients ☆66
starwind-ui/starwind-ui-mcp — Starwind UI for Cursor and Windsurf ☆35
themesberg/flowbite-mcp — Figma to code with Flowbite ☆33
themeselection/flyonui-mcp — MCP server for flyonUI ☆31
heilgar/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆24
kapilduraphe/webflow-mcp-server — Webflow MCP server ☆21
smartzan63/lucid-mcp-server — ☆16

Diagrams

jinzcdev/markmap-mcp-server — Markdown to interactive mind maps ☆200
veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload ☆145
apeyroux/mcp-xmind — Analyze and query XMind mind maps ☆73
Narasimhaponnada/mermaid-mcp — MCP server for Mermaid diagram generation ☆42

Documentation

upstash/context7 — Up-to-date code docs for LLMs ☆55,322
lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,402
MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,633
kimsungwhee/apple-docs-mcp — Apple Developer Documentation search ☆1,257
andrea9293/mcp-documentation-server — Document management with Gemini ☆311
szeider/consult7 — MCP server to consult a language model with large context size ☆295
Govcraft/rust-docs-mcp-server — Rust documentation lookup ☆276
khromov/svelte-llm-mcp — Svelte developer documentation as an MCP and in llms.txt format ☆159
mrjoshuak/godoc-mcp — go doc mcp server ☆116
yikakia/godoc-mcp-server — Go package docs from pkg.go.dev ☆35
tosin2013/mcp-adr-analysis-server — AI-powered ADR and architecture analysis ☆28
V0v1kkk/DotNetMetadataMcpServer — .NET type metadata for AI coding agents ☆26
yWorks/mcp-typescribe — TypeScript library support for LLMs ☆45
inkeep/mcp-server-python — Inkeep MCP Server ☆25
augmentedivan/fabric-mcp-server — Fabric patterns with AI agents ☆18
idachev/mcp-javadc — MCP server for decompiling Java .class files to source ☆18
Excoriate/mcp-terragrunt-docs — Terragrunt documentation context ☆21
oborchers/mcp-server-docy — Documentation access capabilities ☆18

IDE & Editors

getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆5,540
isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆1,526
JetBrains/mcp-jetbrains — MCP server for JetBrains IDE integration ☆953
r-huijts/xcode-mcp-server — Xcode project management ☆374
juehang/vscode-mcp-server — VS Code editing features for LLM coding ☆362
bigcodegen/mcp-neovim-server — Control Neovim via MCP ☆312
biegehydra/BifrostMCP — VS Code semantic tools via MCP ☆211
hechtcarmel/jetbrains-index-mcp-plugin — JetBrains plugin for MCP index integration ☆205
tumf/mcp-text-editor — Line-oriented text editing for LLM tools ☆188
Tritlo/lsp-mcp — An MCP server that lets you interact with LSP servers ☆124
marimo-team/codemirror-mcp — CodeMirror MCP extension ☆78
hechtcarmel/jetbrains-debugger-mcp-plugin — JetBrains debugger control via MCP ☆72
hloiseau/mcp-gopls — Go LSP server via gopls ☆84
ShenghaiWang/xcodebuild — Xcode iOS build with error feedback ☆83
linw1995/nvim-mcp — MCP server for Neovim integration ☆51
laurynas-biveinis/elisp-dev-mcp — Emacs Elisp development tools for LLMs ☆43
AB498/code-context-provider-mcp — Code context and analysis for AI ☆21

MCP SDKs

PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆25,156
mark3labs/mcp-go — Go implementation of MCP ☆8,703
QuantGeekDev/mcp-framework — TypeScript framework with auto-discovery ☆916
bhauman/clojure-mcp — Clojure MCP ☆750
php-mcp/laravel — Laravel SDK for building MCP servers ☆472
opgginc/laravel-mcp-server — Laravel package for MCP servers ☆332
Epistates/turbomcp — High-performance MCP framework ☆84
oatpp/oatpp-mcp — C++ MCP implementation for Oat++ framework ☆49
reflagcom/javascript — JS/TS SDKs for Reflag ☆23
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 ☆4,898
joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆1,973
minhalvp/android-mcp-server — Android device control via adb ☆750
hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol ☆397
InditexTech/mcp-server-simulator-ios-idb — MCP server for iOS simulator via IDB ☆303
mhmzdev/figma-flutter-mcp — Figma design tokens for Flutter code agents ☆235
zillow/auto-mobile — Mobile automation tools with MCP ☆79
JoshuaRileyDev/simulator-mcp-server — MCP server for iOS Simulator control ☆52
Tommertom/awesome-ionic-mcp — Ionic and Capacitor mobile app development ☆39
XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. ☆33
ambar/simctl-mcp — MCP server for iOS Simulator control ☆20

OpenAPI

janwilmake/openapi-mcp-server — Complex OpenAPI exploration with plain language ☆892
ckanthony/openapi-mcp — Dockerized OpenAPI to MCP conversion ☆186
twilio-labs/mcp — OpenAPI to MCP tools and Twilio APIs ☆104
kadykov/mcp-openapi-schema-explorer — Token-efficient OpenAPI/Swagger exploration ☆71
zaizaizhao/mcp-swagger-server — OpenAPI/Swagger to MCP conversion ☆65
ReAPI-com/mcp-openapi — OpenAPI specification MCP server. ☆86
baryhuang/mcp-server-any-openapi — Call APIs via semantic search ☆82
hannesj/mcp-openapi-schema — OpenAPI Schema Model Context Protocol Server ☆47
criteo/openapi-to-mcp — An MCP server for your API ☆31

Package Managers

Bigsy/maven-mcp-server — Maven build and dependency tools ☆32
arvindand/maven-tools-mcp — Maven Central dependency intelligence for JVM build tools ☆25
Artmann/package-registry-mcp — NPM, Cargo, PyPi, NuGet package search ☆38
jeannier/homebrew-mcp — Homebrew package management ☆28
subelsky/bundler_mcp — MCP server for Ruby Bundler integration ☆19

Robotics & Automation

trycua/cua — MCP server for CUA platform ☆16,722
robotmcp/ros-mcp-server — ROS robot control with Claude and GPT ☆1,220
omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server ☆166
wise-vision/ros2_mcp — ROS 2 robotics AI bridge ☆77
abrinsmead/mindpilot-mcp — Visualize code and architect new systems ☆86
lpigeon/unitree-go2-mcp-server — MCP server for Unitree Go2 robot control ☆78
Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions. ☆32

Task Management

cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,102
amxv/mcp-manager — Web UI to manage MCP servers in Claude ☆288

Testing & QA

refreshdotdev/web-eval-agent — Autonomous web application evaluation ☆1,239
debugg-ai/debugg-ai-mcp — AI-managed end-to-end testing ☆69
QAInsights/jmeter-mcp-server — JMeter AI workflow integration ☆64
SmartBear/smartbear-mcp — SmartBear's official MCP Server ☆34
mrexodia/user-feedback-mcp — Human-in-the-loop workflow for Cursor ☆53
reportportal/reportportal-mcp-server — MCP server for ReportPortal ☆20
Hypersequent/qasphere-mcp — MCP Server for QA Sphere TMS ☆22
hungthai1401/bruno-mcp — MCP Server for running Bruno Collections ☆41
currents-dev/currents-mcp — Currents MCP Server ☆16
QAInsights/k6-mcp-server — k6 MCP server ☆24

Utilities

anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆1,517
githejie/mcp-server-calculator — A Model Context Protocol server for calculating. ☆148
jsdelivr/globalping-mcp-server — Remote network commands for LLMs ☆54
zazencodes/random-number-mcp — MCP server for random number generation ☆50
NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI. ☆68
Mtehabsim/ScreenPilot — AI device control like a human ☆53
bharathvaj-ganesan/whois-mcp — MCP Server for whois lookups. ☆55
newtype-01/prompthouse-mcp — Personal prompt library manager ☆51
andybrandt/mcp-simple-timeserver — Current time check for Claude via MCP ☆30
wrenchpilot/it-tools-mcp — 121+ IT tools for developers and sysadmins ☆21
SecretiveShell/MCP-timeserver — Datetime info for agentic systems ☆41
FelixFoster/mcp-enhance-prompt — AI-powered prompt enhancement and generation ☆24
ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation. ☆27
ofek/pycli-mcp — MCP server for any Python command line application ☆22

Version Control

github/github-mcp-server — GitHub's official MCP Server ☆29,837
idosal/git-mcp — Free remote MCP for any GitHub project ☆8,082
gitkraken/gk-cli — GitKraken CLI Releases and Documentation ☆401
Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps ☆367
adhikasp/mcp-git-ingest — GitHub repository content reading ☆306
puravparab/Gitingest-MCP — mcp server for gitingest ☆137
kopfrechner/gitlab-mr-mcp — MCP server for GitLab merge requests and issues ☆89
oschina/mcp-gitee — MCP server for Gitee repositories ☆59
ddukbg/github-enterprise-mcp — github-enterprise-mcp ☆29
Ryan0204/github-repo-mcp — GitHub repository reading ☆26
kurdin/github-repos-manager-mcp — GitHub Repos Manager MCP Server for MCP clients ☆20

Embedded & IoT

tevonsb/homeassistant-mcp — A MCP server for Home Assistant ☆571
lamaalrajih/kicad-mcp — KiCad integration for Mac, Windows, Linux ☆451
Extelligence-ai/bagel — Chat with robotics, drone, IoT data ☆380
recursechat/mcp-server-apple-shortcuts — Apple Shortcuts automation on macOS ☆323
voska/hass-mcp — Home Assistant MCP Server ☆295
hao-cyber/phone-mcp — Control Android phone via ADB ☆231
jeff-nasseri/mikrotik-mcp — MCP server for Mikrotik ☆170
horw/esp-mcp — ESP32 commands and getting started ☆148
FradSer/mcp-server-apple-events — Native integration with Apple Reminders and Calendar ☆111
thingsboard/thingsboard-mcp — MCP server for ThingsBoard IoT platform interaction ☆97
johannesPettersson80/codesys-mcp-toolkit — CODESYS industrial automation platform ☆85
vishalmysore/choturobo — Arduino robotics with AI integration ☆78
yoelbassin/gr-mcp — MCP server for GNU Radio ☆41
LGDiMaggio/predictive-maintenance-mcp — AI predictive maintenance and fault diagnosis via MCP ☆37
yiwenlu66/PiloTY — AI pilot for PTY operations - control terminals via MCP ☆37
aqara/aqara-mcp-server — Aqara's official MCP Server ☆33
chrisgleissner/c64bridge — MCP server to control and program the Commodore 64 Ultimate or VICE. ☆27
OctoEverywhere/mcp — 3D printing live status and control ☆33
kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. ☆26
thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server ☆24
MiddlePoint-Solutions/mcp-on-android-tv — MCP server on Android TV with ADB ☆22
kukapay/modbus-mcp — Industrial Modbus data for AI ☆23
Hypijump31/bluetooth-mcp-server — bluetooth-mcp-server for Claude AI ☆21
gNucleus/text-to-cad-mcp — gNucleus Text To CAD MCP server ☆16

File Systems & Storage

mark3labs/mcp-filesystem-server — Go filesystem operations via MCP ☆639
cyberchitta/llm-context.py — Python library for LLM context management ☆300
isaacphi/mcp-gdrive — Google Drive file reading ☆275
8b-is/smart-tree — Context-aware AI-crafted replacement for tree command ☆244
rust-mcp-stack/rust-mcp-filesystem — Fast async filesystem operations ☆149
efforthye/fast-filesystem-mcp — High-performance MCP server for file operations ☆50
vespo92/TrueNasCoreMCP — A working TrueNAS Core MCP Server ☆26
Tencent/cos-mcp — Tencent Cloud COS storage integration ☆33
Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL ☆34
exoticknight/mcp-file-merger — MCP server for merging multiple files into one ☆26

Finance

Accounting & Budgeting

XeroAPI/xero-mcp-server — Xero accounting API integration ☆282
akutishevsky/lunchmoney-mcp — MCP server for Lunch Money budgeting app ☆69
iiAtlas/hledger-mcp — A local MCP server for interacting with the HLedger cli ☆55
minhyeoky/mcp-server-ledger — MCP server for Ledger CLI double-entry accounting ☆48
openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X ☆22
john-zhang-dev/xero-mcp — Interact with Xero accounting ☆20

Crypto & Blockchain

mcpdotdirect/evm-mcp-server — EVM network interaction for LLMs ☆375
armorwallet/armor-crypto-mcp — Blockchain swaps and strategic planning ☆182
aaronjmars/web3-research-mcp — Deep Research for crypto - free & fully local ☆153
kukapay/crypto-indicators-mcp — Cryptocurrency technical analysis indicators ☆122
alchemyplatform/alchemy-mcp-server — Alchemy blockchain API for AI agents ☆84
Bankless/onchain-mcp — Bringing the bankless onchain API to MCP ☆79
QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API ☆92
heurist-network/heurist-mesh-mcp-server — Blockchain and web3 via Heurist Mesh ☆64
bnb-chain/bnbchain-mcp — BNB Chain, BSC, opBNB, Greenfield ☆58
kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. ☆71
AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server. ☆74
getAlby/mcp — Bitcoin Lightning wallet via Nostr ☆65
norman-finance/norman-mcp-server — AI-powered bookkeeping and tax automation via MCP ☆47
GoPlausible/algorand-mcp — Algorand Local Model Context Protocol (Server & Client) ☆45
twelvedata/mcp — MCP server for real-time financial market data access ☆65
coinpaprika/dexpaprika-mcp — MCP server for DEX trading data and crypto token analytics ☆40
shinzo-labs/coinmarketcap-mcp — MCP Implementation for CoinMarketCap ☆51
kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. ☆58
kukapay/crypto-feargreed-mcp — Crypto Fear & Greed Index data ☆53
anjor/coinmarket-mcp-server — MCP server for CoinMarketCap cryptocurrency data ☆47
kukapay/crypto-sentiment-mcp — Cryptocurrency sentiment analysis ☆47
maestro-org/maestro-mcp-server — Maestro MCP Server for Bitcoin ☆23
noditlabs/nodit-mcp-server — Blockchain data via Nodit Web3 API ☆22
wowinter13/solscan-mcp — Solana transaction queries ☆40
ahnlabio/bicscan-mcp — BICScan MCP Server ☆16
hive-intel/hive-sdk — Institutional-grade crypto market infrastructure for AI agents — 376+ tools, 10 categories, 9 providers (CoinGecko, DefiLlama, Moralis, GoldRush, Codex, GoPlus, Helius, Tenderly, CCXT). MCP server + CLI for Claude, Cursor, ChatGPT. ☆17
kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. ☆40
kukapay/uniswap-trader-mcp — Uniswap token swaps for AI agents ☆37
longmans/coin_api_mcp — CoinMarketCap cryptocurrency data ☆37
kukapay/kukapay-mcp-servers — Suite of MCP servers from Kukapay ☆24
kukapay/jupiter-mcp — Jupiter DEX token swaps on Solana ☆27
kukapay/hyperliquid-info-mcp — MCP server for Hyperliquid DEX data ☆27
devonmojito/ton-blockchain-mcp — TON blockchain interaction ☆26
pwh-pwh/coin-mcp-server — Cryptocurrency info via Bitget API ☆27
thirdweb-dev/ai — Blockchain data, wallet, and smart contracts ☆19
Codex-Data/codex-mcp — A Model Context Protocol server for the Codex API ☆23
syronlabs/stellar-mcp — A Stellar MCP to interact with Horizon API and Soroban ☆17
magnetai/mcp-free-usdc-transfer — Free USDC transfer via Coinbase CDP ☆20
kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. ☆19
kukapay/token-minter-mcp — ERC-20 token minting for AI agents ☆18
kukapay/crypto-orderbook-mcp — An MCP server that analyzes order book depth and imbalance across major crypto exchanges. ☆17
janswist/mcp-dexscreener — Dexscreener on-chain price checking ☆17

Payments & Banking

stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,549
razorpay/razorpay-mcp-server — Razorpay's Official MCP Server ☆220
paypal/agent-toolkit — PayPal Agent ☆188
square/square-mcp-server — A Model Context Protocol (MCP) server for square ☆99
PaddleHQ/paddle-mcp-server — Interact with Paddle API ☆50
atharvagupta2003/mcp-stripe — Stripe payments, customers, and refunds ☆44
ramp-public/ramp_mcp — ramp_mcp ☆32
qonto/qonto-mcp-server — Qonto MCP Server ☆28
Fewsats/fewsats-mcp — Fewsats MCP server ☆22

Stock Data & Analytics

financial-datasets/mcp-server — Financial Datasets stock market API ☆2,124
massive-com/mcp_massive — An MCP server for Massive.com Financial Market Data ☆331
stefanoamorelli/sec-edgar-mcp — A SEC EDGAR MCP (Model Context Protocol) Server ☆266
narumiruna/yfinance-mcp — MCP server for Yahoo Finance stock data and news ☆135
jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis ☆135
OctagonAI/octagon-mcp-server — Public filings, earnings, financial analysis ☆122
HuggingAGI/mcp-baostock-server — MCP server for BaoStock Chinese stock market data ☆107
berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API ☆96
Adity-star/mcp-yfinance-server — Real-time stock data with yfinance ☆52
AgentX-ai/yahoo-finance-server — Yahoo Finance stock data and news ☆44
zlinzzzz/finData-mcp-server — Financial data from Tushare, Wind, DataYes ☆56
JamesANZ/prediction-market-mcp — Polymarket, PredictIt, Kalshi data ☆34
OctagonAI/octagon-vc-agents — AI-driven venture capitalist agents ☆27
Mrbaeksang/korea-stock-analyzer-mcp — Korean stock analysis MCP server with 6 investment gurus' strategies | 한국 주식 6대 투자대가 전략 분석 MCP 서버 ☆16

Trading & Exchanges

alpacahq/alpaca-mcp-server — Trade stocks, ETFs, crypto, options ☆734
ferdousbhai/investor-agent — Investor agent building via MCP ☆328
ariadng/metatrader-mcp-server — MetaTrader trading platform for AI LLMs ☆239
doggybee/mcp-server-ccxt — Cryptocurrency exchange integration via CCXT ☆137
kukapay/freqtrade-mcp — Freqtrade crypto trading bot ☆118
taylorwilsdon/quantconnect-mcp — QuantConnect trading orchestration ☆100
QuantConnect/mcp-server — QuantConnect algo trading interaction ☆75
ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio. ☆66
trade-it-inc/trade-it-mcp — Trade It stocks and crypto trading ☆52
ozgureyilmaz/polymarket-mcp — Polymarket prediction markets data ☆49
mektigboy/server-hyperliquid — Hyperliquid DEX trading integration ☆44
ethancod1ng/binance-mcp-server — Binance exchange API integration ☆31
laukikk/alpaca-mcp — Alpaca stock and crypto trading ☆32
ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets ☆24
paperinvest/mcp-server — Paper trading platform integration ☆21
solangii/upbit-mcp-server — MCP(Model Context Protocol) server for Upbit ☆18

Frameworks & SDKs

mastra-ai/mastra — TypeScript AI agent framework with RAG ☆23,895
lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,320
quarkiverse/quarkus-mcp-servers — Model Context Protocol Servers in Quarkus ☆191
posit-dev/mcptools — Model Context Protocol For R ☆174
agentrpc/agentrpc — Universal RPC layer for AI agents ☆130
vishalmysore/a2ajava — Google A2A protocol for Spring Boot ☆103
strowk/foxy-contexts — Library for MCP context servers ☆114
tesla0225/mcp-create — Dynamic MCP server creation and management ☆98
mcpdotdirect/template-mcp-server — Template to quickly set up your own MCP server ☆74
abap-ai/mcp — ABAP MCP - Model Context Protocol - Server SDK ☆68
domdomegg/programmatic-mcp-prototype — Programmatic MCP tool composition ☆41
particlefuture/1mcpserver — Auto-discover and configure MCP servers ☆47
mojolicious/mojo-mcp — Perl SDK for Model Context Protocol servers and clients ☆18
mcpx-dev/mcp-badges — Get your projects MCP (Model Context Protocol) badges ☆29
boost-community/boost-mcp — Supply chain security for AI dependencies ☆16

Gaming

Coding-Solo/godot-mcp — MCP server for Godot game engine ☆3,651
IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆2,745
CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆1,695
quazaai/UnityMCPIntegration — Enable AI Agents to Control Unity ☆154
playcanvas/editor-mcp-server — MCP Server for AI automation of the PlayCanvas Editor ☆108
opgginc/opgg-mcp — MCP server for OP.GG game data (LoL, TFT, Valorant) ☆90
codemaestroai/advanced-unity-mcp — Advanced Unity game engine integration ☆90
pab1it0/chess-mcp — MCP server for Chess.com player data, games and statistics ☆73
sawa-zen/vrchat-mcp — VRChat API interaction ☆57
kkjdaniel/bgg-mcp — MCP server for BoardGameGeek data ☆40
jalpp/chessagine-mcp — Advanced chess analysis capabilities ☆25
jifrozen0110/mcp-riot — League of Legends MCP Server ☆23
jiayao/mcp-chess — MCP server for playing chess against AI ☆22

Healthcare & Bioinformatics

genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol ☆507
the-momentum/apple-health-mcp-server — Apple Health data queries with DuckDB ☆189
wso2/fhir-mcp-server — FHIR healthcare API integration ☆119
JamesANZ/medical-mcp — MCP server for medical data processing ☆89
ChristianHinge/dicom-mcp — DICOM server (PACS) interaction ☆95
the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard. ☆80
cafferychen777/ChatSpatial — Spatial transcriptomics via natural language (Python/R) ☆36
OHNLP/omop_mcp — MCP server for OMOP medical data standard ☆34
srijanshukla18/xray — MCP server for X-ray analysis ☆48
akutishevsky/withings-mcp — MCP server for Withings health data integration ☆21
tomekkorbak/oura-mcp-server — MCP server for Oura API integration ☆37
longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings ☆31
longevity-genie/gget-mcp — Bioinformatic gget functions ☆27
longevity-genie/opengenes-mcp — MCP for the open-genes ☆17

LLM Bridges

perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,194
jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,210
DMontgomery40/deepseek-mcp-server — MCP server for DeepSeek language models ☆334
nesquikm/mcp-rubber-duck — MCP bridge to query multiple OpenAI-compatible LLMs ☆163
pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool ☆151
eLyiN/gemini-bridge — Bridge AI agents to Google Gemini via CLI ☆92
choplin/mcp-gemini-cli — MCP server for Gemini CLI integration ☆102
deepfates/mcp-replicate — Model Context Protocol server for Replicate's API ☆94
pierrebrunelle/mcp-server-openai — Query OpenAI models from Claude via MCP ☆81
kamelirzouni/MCP-server-Deepseek_R1 — Connect Claude Desktop with DeepSeek ☆70
mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop ☆72
ruixingshi/deepseek-thinker-mcp — DeepSeek reasoning for MCP-enabled clients ☆68
amidabuddha/unichat-mcp-server — Unified chat across multiple LLM providers ☆37
merterbak/Grok-MCP — MCP server for xAI Grok API with tool calling and vision ☆32
andybrandt/mcp-simple-openai-assistant — Use OpenAI GPTs assistants from Claude ☆37
kamelirzouni/MCP-server-Qwen_Max — MCP server for Qwen Max model ☆24
HyperbolicLabs/hyperbolic-mcp — MCP Server for Claude ☆18
billster45/mcp-chatgpt-responses — MCP server for OpenAI ChatGPT API with Responses API ☆16

Location & Maps

GIS

jjsantos01/qgis_mcp — Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop ☆949
mahdin75/gis-mcp — MCP server connecting LLMs to GIS capabilities ☆145
JordanGunn/gdal-mcp — Geospatial analysis with epistemic reasoning ☆69
mahdin75/geoserver-mcp — GeoServer geospatial integration ☆72
webcoderz/MCP-Geo — Geocoding MCP server with GeoPY! ☆32

IP Geolocation

briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP ☆43
iplocate/mcp-server-iplocate — IP geolocation, proxy detection via IPLocate.io API ☆17

Maps & Navigation

baidu-maps/mcp — Baidu Map MCP Server ☆426
mapbox/mcp-server — Mapbox Model Context Protocol (MCP) server ☆339
jagan-shanmugam/open-streetmap-mcp — MCP server for OpenStreetMap data ☆191
tomtom-international/tomtom-maps-mcp — TomTom location, search, routing ☆46
stadiamaps/stadiamaps-mcp-server-ts — Stadia Maps API integration in TypeScript ☆22
kukapay/nearby-search-mcp — Nearby place search with IP-based location ☆22

Weather

isdaniel/mcp_weather_server — Weather info via Open-Meteo API ☆49
TimLukaHorstmann/mcp-weather — AccuWeather hourly and daily forecasts ☆31
sjanaX01/weather-mcp-server — A simple minimal weather mcp server :) ☆21
mschneider82/mcp-openweather — mcp server for openweather free api ☆17

MCP Clients

Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,849
genkit-ai/genkit — AI app framework for JavaScript and Go ☆5,915
ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,766
SecretiveShell/MCP-Bridge — OpenAI-compatible endpoint calling MCP tools ☆925
Lucassssss/eechat — Local AI chat application ☆341
EvalsOne/MCP-connect — Cloud AI access to local Stdio MCP servers ☆236
3choff/mcp-chatbot — CLI chatbot with MCP integration demo ☆250
AI-QL/chat-mcp — Desktop chat app with MCP support ☆243
johannesbrandenburger/typst-mcp — MCP server for Typst markup-based typesetting system ☆153
tanaikech/ToolsForMCPServer — MCP server built with Google Apps Script for Gemini CLI ☆104
xzq-xu/jvm-mcp-server — JVM-based MCP server implementation ☆83
ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code ☆77
php-mcp/client — Core PHP implementation for the Model Context Protocol (MCP) Client ☆56
zacharypodbela/django-rest-framework-mcp — MCP server for Django REST Framework ☆45
rakesh-eltropy/mcp-client — REST API and CLI client for MCP with LangChain ☆51

Marketing & Analytics

nowork-studio/toprank — NotFair Google Ads MCP — diagnose, recommend, and execute campaign changes ☆2,105
pipeboard-co/meta-ads-mcp — MCP server to manage Facebook and Instagram Ads (Meta Ads) ☆902
gomarble-ai/facebook-ads-mcp-server — Facebook and Instagram Ads management ☆324
open-strategy-partners/osp_marketing_tools — MCP server for marketing automation tools ☆264
proxy-intell/facebook-ads-library-mcp — Facebook Ads Library search and access ☆224
cnych/seo-mcp — SEO tool based on Ahrefs data ☆241
surendranb/google-analytics-mcp — Google Analytics 4 data access ☆207
stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager ☆153
gomarble-ai/google-ads-mcp-server — Google Ads performance data analysis ☆127
microsoft/clarity-mcp-server — Microsoft Clarity integration ☆83
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. ☆44
builtwith/builtwith-mcp — BuiltWith MCP Server ☆39
rafaelstz/adobe-commerce-dev-mcp — Adobe Commerce Dev MCP Server ☆26
Kiran1689/storyblok-mcp-server — MCP server for Storyblok CMS management ☆40
AdsMCP/tiktok-ads-mcp-server — TikTok Ads Marketing API integration via MCP ☆30
gvaibhav/TAM-MCP-Server — Market sizing and TAM/SAM analysis ☆29
MarketplaceAdPros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads ☆21
jonathan-politzki/smartlead-mcp-server — Smartlead MCP deployment ☆17

Media Processing

3D & Animation

ahujasid/blender-mcp — Blender 3D modeling with Claude AI ☆21,659
samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆1,048
AIDC-AI/Pixelle-MCP — Multimodal AIGC with ComfyUI + MCP ☆1,005
abhiemj/manim-mcp-server — Manim animation code execution ☆593
8beeeaaat/touchdesigner-mcp — MCP server for TouchDesigner ☆320
diivi/aseprite-mcp — MCP server for interacting with the Aseprite API ☆169
pranav-deshmukh/blender-mcp — Blender 3D modeling integration ☆96
PatrickPalmer/MayaMCP — Autodesk Maya 3D integration ☆75
wilsonchenghy/ShaderToy-MCP — Create and explore GLSL shaders on ShaderToy ☆45
junmer/mcp-server-lottiefiles — ☆18

Audio & Music

elevenlabs/elevenlabs-mcp — The official ElevenLabs MCP server ☆1,363
varunneal/spotify-mcp — MCP to connect your LLM with Spotify. ☆601
Simon-Kansara/ableton-live-mcp-server — Ableton Live OSC control ☆385
marcelmarais/spotify-mcp-server — Lightweight MCP server for Spotify ☆332
tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) ☆216
adamjmurray/producer-pal — AI music production assistant for Ableton Live ☆146
dschuler36/reaper-mcp-server — An MCP Server for interacting with Reaper projects. ☆100
SkyworkAI/Mureka-mcp — AI lyrics, song, and music generation ☆91
imprvhub/mcp-claude-spotify — Spotify interaction for Claude Desktop ☆35
vsaez/mcp-spotify-player — MCP server to manage Spotify from MCP clients ☆19

Image Generation

shinpr/mcp-image — AI image generation with Gemini 3 ☆110
awkoy/replicate-flux-mcp — MCP server for Replicate Flux image and SVG generation ☆104
Flyworks-AI/flyworks-mcp — Fast and free zeroshot lipsync MCP server ☆94
GenWaveLLC/svgmaker-mcp — MCP server for SVG generation ☆68
apinetwork/piapi-mcp-server — PiAPI media: Midjourney, Flux, Kling ☆70
hamflx/imagen3-mcp — MCP server for Google Imagen 3 image generation ☆62
recraft-ai/mcp-recraft-server — Recraft API integration ☆55
InhiblabCore/mcp-image-compression — High-performance image compression service ☆32
WaveSpeedAI/mcp-server — Image and video generation with WaveSpeed AI ☆28
zxkane/mcp-server-amazon-bedrock — Amazon Bedrock Nova Canvas image generation ☆24

Image Processing

openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆4,130
sunriseapps/imagesorcery-mcp — Image processing operations ☆310
IDEA-Research/DINO-X-MCP — MCP server for DINO-X vision model ☆114
groundlight/mcp-vision — Computer vision models as MCP servers ☆54
nota/gyazo-mcp-server — Official Model Context Protocol server for Gyazo ☆25
MoussaabBadla/code-screenshot-mcp — Generate code screenshots ☆45
screenshotone/mcp — A simple implementation of an MCP server for the ScreenshotOne API ☆36
stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) ☆36
magarcia/mcp-server-giphy — Giphy GIF integration ☆32
upnorthmedia/ScreenshotMCP — Website screenshot capture and optimization ☆29
flowy11/imagician — A MCP server for image edition ☆18

Video

kimtaeyoon83/mcp-server-youtube-transcript — YouTube video transcript downloader ☆538
ZubeidHendricks/youtube-mcp-server — YouTube API and video management ☆516
anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube ☆521
eat-pray-ai/yutu — The AI-powered toolkit that grows your YouTube channel on autopilot. ☆453
burningion/video-editing-mcp — MCP Interface for Video Jungle ☆267
muxinc/mux-node-sdk — Mux Video and Data API wrapper ☆179
Laksh-star/mcp-server-tmdb — MCP Server with TMDB ☆73
tan-yong-sheng/ai-vision-mcp — Image and video analysis capabilities ☆50
video-db/agent-toolkit — MCP toolkit for video database operations ☆48
nabid-pf/youtube-video-summarizer-mcp — YouTube video captions and summarization ☆59
luminarylane/fal-mcp-server — Fal.ai image, video, music generation ☆44
marcindulak/stt-mcp-server-linux — Local speech-to-text for Tmux on Linux ☆22
sinjab/mcp_youtube_extract — YouTube clip information extraction ☆19
TSavo/creatify-mcp — MCP server for AI video generation ☆21
omergocmen/json2video-mcp-server — json2video API integration ☆25
13rac1/videocapture-mcp — MCP server to capture images from webcam or video source ☆17

Monitoring & Observability

grafana/mcp-grafana — MCP server for Grafana ☆3,005
getsentry/sentry-mcp — An MCP server for interacting with Sentry via LLMs. ☆688
mpeirone/zabbix-mcp-server — MCP server for Zabbix monitoring with 40+ tools ☆213
comet-ml/opik-mcp — MCP server for Opik LLM evaluation platform ☆203
VictoriaMetrics/mcp-victoriametrics — VictoriaMetrics monitoring integration ☆167
langfuse/mcp-server-langfuse — MCP server for Langfuse LLM observability ☆167
grafana/loki-mcp — An MCP ( Model Context Protocol ) Server for Grafana Loki ☆140
dynatrace-oss/dynatrace-mcp — MCP server for Dynatrace Observability ☆115
PagerDuty/pagerduty-mcp-server — PagerDuty official MCP server ☆69
seekrays/mcp-monitor — MCP server monitoring tool ☆81
last9/last9-mcp-server — Last9 MCP Server ☆55
GeLi2001/datadog-mcp-server — MCP server interacts with the official Datadog API ☆66
metoro-io/metoro-mcp-server — Metoro MCP Server ☆50
tjhop/prometheus-mcp-server — MCP server for LLMs to interact with Prometheus ☆46
Rootly-AI-Labs/rootly-mcp-server — Rootly MCP server ☆43
mcpcap/mcpcap — Network analysis for the AI age ☆40
mhajder/librenms-mcp — MCP server for LibreNMS management ☆25
inspektor-gadget/ig-mcp-server — Container and Kubernetes debugging with AI ☆24
tgeselle/bugsnag-mcp — MCP server for Bugsnag error monitoring ☆22
MindscapeHQ/mcp-server-raygun — Raygun error investigation for AI ☆21
RedHatInsights/insights-mcp — Red Hat Insights AI connection ☆17
Pratyay/mac-monitor-mcp — MCP server for macOS system monitoring ☆20
tumf/grafana-loki-mcp — Grafana Loki MCP Repository ☆26
emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication ☆29
ntk148v/alertmanager-mcp-server — MCP server for Prometheus Alertmanager integration ☆19

Productivity

Atlassian

sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆5,181
aashari/mcp-server-atlassian-bitbucket — Atlassian Bitbucket repositories and PRs ☆146
nguyenvanduocit/jira-mcp — Jira issues and sprints via Go MCP ☆87
aashari/mcp-server-atlassian-jira — Atlassian Jira projects, issues and sprints ☆69
aashari/mcp-server-atlassian-confluence — Atlassian Confluence spaces and pages ☆54
phuc-nt/mcp-atlassian-server — Jira and Confluence integration ☆52
rahulthedevil/Jira-Context-MCP — Jira tickets info for AI coding agents ☆25
KS-GEN-AI/jira-mcp-server — A test of jira mcp server ☆25

Collaboration

evalstate/mcp-miro — MCP server for Miro whiteboard manipulation and sticky creation ☆111
orellazri/coda-mcp — MCP Server for Coda ☆60
hiromitsusasaki/raindrop-io-mcp-server — Raindrop.io bookmark management ☆72
k-jarzyna/mcp-miro — Miro integration for Model Context Protocol ☆64
kintone/mcp-server — kintone official MCP server ☆43
Fibery-inc/fibery-mcp-server — MCP server for Fibery workspace integration ☆30

Documents

zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,682
vivekVells/mcp-pandoc — MCP server for document format conversion using pandoc. ☆536
onebirdrocks/ebook-mcp — MCP server for ebook processing ☆365
baruchiro/paperless-mcp — MCP server for Paperless-NGX document management ☆103
PSPDFKit/nutrient-dws-mcp-server — Nutrient Document Web Services ☆63
vgnshiyer/apple-books-mcp — Apple Books MCP Server ☆50
Unstructured-IO/UNS-MCP — MCP server for Unstructured document processing ☆43
esignaturescom/mcp-server-esignatures — eSignatures.com document signing ☆36
thechandanbhagat/cv-forge — MCP to tailored CV based on 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 ☆2,402
MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts ☆485
v-3/google-calendar — Google Calendar events and scheduling ☆70
baryhuang/mcp-headless-gmail — Gmail without local credentials ☆54
vakharwalad23/google-mcp — Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP ☆16
giuseppe-coco/Google-Workspace-MCP-Server — Gmail, Calendar, and Drive integration ☆29

Helpdesk & Support

echelon-ai-labs/servicenow-mcp — MCP Server for ServiceNow ☆250
effytech/freshdesk_mcp — Freshdesk support ticket integration ☆59
modesty/fluent-mcp — MCP server for Fluent (ServiceNow SDK) ☆25
quickchatai/quickchat-ai-mcp — The Quickchat AI MCP server ☆23

Learning & Flashcards

ankimcp/anki-mcp-server — MCP server for Anki spaced repetition flashcards ☆270
scorzeth/anki-mcp-server — An MCP server for Anki ☆180
jinzcdev/leetcode-mcp-server — MCP server for LeetCode problems and solutions ☆113
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 ☆42
spacholski1225/anki-connect-mcp — MCP implementation for Anki Web ☆20

Microsoft 365

haris-musa/excel-mcp-server — Excel file manipulation ☆3,826
Softeria/ms-365-mcp-server — Microsoft 365 and Office via Graph API ☆711
InditexTech/mcp-teams-server — MCP server for Microsoft Teams integration ☆373
merill/lokka — MCP for Microsoft 365 and Graph ☆247
sbroenne/mcp-server-excel — Excel MCP Server - 23 tools for AI-powered automation ☆156
pnp/cli-microsoft365-mcp-server — Manage Microsoft 365 using MCP server ☆105
Norcim133/OutlookMCPServer — MCP Server for msgraph - mail, calendar, files ☆17

Note-taking & Docs

RafalWilinski/mcp-apple-notes — RAG over Apple Notes for Claude ☆389
lostintangent/gistpad-mcp — Personal knowledge and daily notes management ☆191
Vortiago/mcp-outline — AI assistants with Outline docs ☆147
entanglr/zettelkasten-mcp — MCP server implementing Zettelkasten knowledge management ☆151
gornskew/lisply-mcp — Manage Lisply lisp-speaking backends ☆49
2slides/mcp-2slides — MCP Server for 2slides - AI agent for PPT generation ☆29
akseyh/bear-mcp-server — MCP Server integration for Bear note app ☆44
ONLYOFFICE/docspace-mcp — DocSpace MCP Server ☆23
Piotr1215/mcp-obsidian — simple mcp server for interacting with local obsidian notes ☆22
Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs ☆21
danield137/mcp-workflowy — An MCP server for workflowy ☆27
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. ☆26

Notion

makenotion/notion-mcp-server — Official Notion MCP Server ☆4,331
suekou/mcp-notion-server — MCP server for Notion API with Markdown conversion ☆892
danhilse/notion_mcp — Notion integration with advanced formatting ☆207
Badhansen/notion-mcp — Notion workspace management ☆29

Obsidian

MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆3,686
bitbonsai/mcpvault — Lightweight Obsidian vault access ☆1,250
StevenStavrakis/obsidian-mcp — A simple MCP server for Obsidian ☆704

Project Management

mondaycom/mcp — AI agents with secure data access ☆403
jerhadf/linear-mcp-server — MCP server for Linear issue tracking ☆344
makeplane/plane-mcp-server — Plane's Official Model Context Protocol Server ☆224
roychri/mcp-server-asana — MCP server for Asana task and project management ☆138
taskade/mcp — MCP server for Taskade project management ☆136
tacticlaunch/mcp-linear — MCP server for Linear project management ☆133
its-dart/dart-mcp-server — Dart AI Model Context Protocol (MCP) server ☆127
tonyzorin/youtrack-mcp — YouTrack server, ARM64 and AMD64 ☆87
georgeantonopoulos/Basecamp-MCP-Server — Basecamp 3+ project management ☆87
feuerdev/keep-mcp — MCP server for Google Keep ☆74
aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support ☆73
m0xai/trello-mcp-server — A simple yet powerful MCP server for Trello. ☆54
taazkareem/clickup-mcp-server — ClickUp MCP Server - project management with AI ☆39
kocakli/Trello-Desktop-MCP — Trello integration for Claude Desktop via MCP ☆27
EduBase/MCP — MCP server for EduBase e-learning platform ☆26
kelvin6365/plane-mcp-server — MCP server for Plane.so project management ☆38
Teamwork/mcp — Teamwork.com MCP server ☆21
Prat011/mcp-server-monday — MCP Server to interact with Monday.com boards and items ☆33
bivex/kanboard-mcp — MCP server for Kanboard project management integration ☆21

Tasks & Calendar

screenpipe/screenpipe — AI app store with 24/7 desktop history ☆18,704
nspady/google-calendar-mcp — MCP integration for Google Calendar to manage events. ☆1,118
Doist/todoist-mcp — Todoist tools for AI agents ☆480
abhiz123/todoist-mcp-server — Todoist natural language task management ☆393
Omar-V2/mcp-ical — Interact with MacOS Calendar ☆312
zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude ☆132
dominik1001/caldav-mcp — CalDAV calendar sync ☆69
alexarevalo9/ticktick-mcp-server — TickTick task management ☆69
stanislavlysenko0912/todoist-mcp-server — Todoist Rest API and Sync API ☆63
jen6/ticktick-mcp — TickTick task management with filtering ☆65
awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior! ☆46
arpitbatra123/mcp-googletasks — MCP server for Google Tasks management ☆38
takumi0706/google-calendar-mcp — Google Calendar for Claude Desktop ☆56
flesler/mcp-tasks — Efficient task management with views ☆45
urbanogardun/things3-mcp — MCP server for Things3 integration on macOS ☆22
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. ☆17

Wiki & Collaboration

anyproto/anytype-mcp — AI with Anytype encrypted local data ☆420
ProfessionalWiki/MediaWiki-MCP-Server — Connect AI with any MediaWiki ☆91
yuna0x0/hackmd-mcp — HackMD note-taking integration ☆58
HenryHaoson/Yuque-MCP-Server — Yuque mcp server ☆61

Research & Science

oOo0oOo/lean-lsp-mcp — Lean Theorem Prover MCP ☆378
szeider/mcp-solver — Constraint optimization and solving ☆167
NellyW8/MCP4EDA — RTL-to-GDSII automation with LLM ☆88
Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP with 14 security layers ☆63
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 — secure, local and programmable sandboxes for AI agents ☆6,084
dagger/container-use — MCP server for container orchestration ☆3,777
Automata-Labs-team/code-sandbox-mcp — Secure code sandbox in Docker ☆321
bazinga012/mcp_code_executor — Execute Python in Conda environment ☆216
hopx-ai/mcp — Execute code in isolated cloud containers ☆161
alfonsograziano/node-code-sandbox-mcp — MCP server for Node.js code sandbox execution ☆152
gradion-ai/ipybox — Python code execution sandbox with MCP tool calling ☆74
yepcode/mcp-server-js — JavaScript MCP server framework by YepCode ☆43
r33drichards/mcp-js — MCP server exposing V8 JavaScript runtime for AI agents ☆43
hileamlakB/Python-Runtime-Interpreter-MCP-Server — Safe Python runtime interpreter ☆27
gwbischof/outsource-mcp — Give your AI assistant its own AI assistants. ☆28

Search & Extraction

Academic Research

blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆2,701
JackKuo666/Google-Scholar-MCP-Server — Search Google Scholar papers ☆325
andybrandt/mcp-simple-arxiv — arXiv paper search and reading ☆191
reading-plus-ai/mcp-server-deep-research — Comprehensive research with reports ☆209
andybrandt/mcp-simple-pubmed — PubMed medical research search ☆165
adityak74/mcp-scholarly — A MCP server to search for accurate academic articles. ☆177
kaliaboi/mcp-zotero — Zotero collections for Claude Desktop ☆159
takashiishida/arxiv-latex-mcp — MCP server for arXiv LaTeX paper retrieval ☆130
JackKuo666/PubMed-MCP-Server — Search and analyze PubMed articles ☆112
OctagonAI/octagon-deep-research-mcp — AI-powered comprehensive research and analysis ☆91
akalaric/mcp-wolframalpha — Wolfram Alpha integration for Python ☆81
HzaCode/OneCite — Parse and format academic references ☆59
szeider/mcp-dblp — Access DBLP computer science bibliography ☆37
drAbreu/alex-mcp — MCP server for OpenAlex ☆44
prashalruchiranga/arxiv-mcp-server — arXiv API via natural language ☆40
connerlambden/bgpt-mcp — Search scientific papers with structured experimental data from full-text studies ☆19
hbg/mcp-paperswithcode — MCP interface for PapersWithCode API ☆22
mochow13/google-scholar-mcp — MCP server for Google Scholar written in TypeScript ☆22
JackKuo666/bioRxiv-MCP-Server — Access bioRxiv papers ☆23

Data APIs

cantian-ai/bazi-mcp — Bazi Chinese astrology information ☆373
Rudra-ravi/wikipedia-mcp — Retrieve Wikipedia information ☆250
ahonn/mcp-server-gsc — Google Search Console data access ☆219
hellokaton/unsplash-mcp-server — A MCP server for Unsplash image search. ☆219
deadletterq/mcp-opennutrition — MCP server for nutrition data and analysis ☆181
OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. ☆152
cswkim/discogs-mcp-server — MCP Server for Discogs ☆98
damionrashford/RivalSearchMCP — MCP server for competitive search analysis ☆89
8enSmith/mcp-open-library — MCP server for Open Library book and author search ☆71
yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data ☆76
zoomeye-ai/mcp_zoomeye — MCP server for ZoomEye network asset information ☆73
riemannzeta/patent_mcp_server — FastMCP Server for USPTO data ☆57
cameronrye/openzim-mcp — MCP server for OpenZIM archive access ☆57
Linked-API/linkedapi-mcp — LinkedIn account control and data retrieval ☆54
anysiteio/anysite-mcp-server — LinkedIn data access ☆61
djalal/quran-mcp-server — Quran.com verses, translations, tafsir ☆65
r-huijts/rijksmuseum-mcp — Rijksmuseum artwork exploration ☆68
zzaebok/mcp-wikidata — Wikidata API implementation ☆43
0xDAEF0F/job-searchoor — A simple MCP server that delivers you jobs based on your needs ☆63
yamanoku/baseline-mcp-server — Web API Baseline status information ☆36
amurshak/congressMCP — US Congress data for AI agents ☆30
imprvhub/mcp-domain-availability — MCP server to check domain availability ☆49
JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation. ☆27
mikechao/metmuseum-mcp — Met Museum art collection discovery ☆26
kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM ☆23
adawalli/nexus — MCP Server to make searching openrouter easy ☆20
DappierAI/dappier-mcp — MCP server for Dappier AI integration ☆39
Himalayas-App/himalayas-mcp — A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app. ☆16
joelio/stocky — An MCP server for searching and downloading stock photography. ☆19
delorenj/mcp-server-ticketmaster — Ticketmaster Discovery API ☆24
siva010928/multi-chat-mcp-server — MCP server for multi-chat capabilities ☆22
r-huijts/opentk-mcp — MCP server for Dutch parliamentary data via OpenTK ☆20
AshwinSundar/congress_gov_mcp — Query US Congress.gov API ☆19
angheljf/nyt — MCP server for New York Times article search ☆18

News & Content

lfnovo/content-core — Extract what matters from any media source ☆149
erithwik/mcp-hn — MCP Server for Hackernews ☆73
imprvhub/mcp-rss-aggregator — RSS feed aggregation for Claude Desktop ☆25
pskill9/hn-server — Hacker news MCP server ☆38
format37/youtube_mcp — youtube transcriber mcp server ☆31
the0807/GeekNews-MCP-Server — GeekNews MCP Server ☆16

Web Search Engines

exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆4,430
tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆1,965
Aas-ee/open-webSearch — MCP server for open web search ☆1,223
nickclyde/duckduckgo-mcp-server — MCP server for DuckDuckGo search ☆1,134
brave/brave-search-mcp-server — Brave Search with AI summarization ☆1,012
mrkrsl/web-search-mcp — Local web search for Claude Desktop ☆855
ihor-sokoliuk/mcp-searxng — MCP Server for SearXNG ☆781
pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED) ☆454
kagisearch/kagimcp — Official Kagi search MCP server ☆383
jae-jae/g-search-mcp — Parallel Google search with summaries ☆263
fatwang2/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 ☆136
nkapila6/mcp-local-rag — RAG-like web search via MCP ☆125
ChanMeng666/server-google-news — MCP server for Google News integration ☆122
mikechao/brave-search-mcp — MCP server for Brave Search with filtering options ☆116
SecretiveShell/MCP-searxng — SearXNG search for agentic systems ☆118
tanigami/mcp-server-perplexity — Perplexity API chat with citations ☆91
isnow890/naver-search-mcp — MCP server for Naver search integration ☆68
ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server ☆89
gleanwork/mcp-server — MCP server for Glean API integration ☆57
leehanchung/bing-search-mcp — MCP Server for Bing Search API ☆79
zhsama/duckduckgo-mcp-server — MCP server for DuckDuckGo web search ☆75
OvertliDS/mcp-searxng-enhanced — SearXNG web search with category awareness ☆43
pwilkin/mcp-searxng-public — Query public SearXNG instances ☆42
ubie-oss/mcp-vertexai-search — A MCP server for Vertex AI Search ☆35
Tomatio13/mcp-server-tavily — MCP Server for Tavily API integration ☆47
ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API ☆44
garylab/serper-mcp-server — A Serper MCP Server ☆33
mnhlt/WebSearch-MCP — MCP server for web search integration ☆33

Security

Identity & Access

auth0/auth0-mcp-server — Auth0 tenant management via natural language ☆107
sshaaf/keycloak-mcp-server — MCP server for Keycloak identity and access management ☆41
firstorderai/authenticator_mcp — Authenticator App for AI agents ☆37
atomicchonk/roadrecon_mcp_server — Azure AD ROADrecon analysis for Claude ☆50
kapilduraphe/okta-mcp-server — Okta MCP Server ☆21
ChristophEnglisch/keycloak-model-context-protocol — Keycloak user and realm management ☆42
hieuttmmo/entraid-mcp-server — EntraID via Microsoft Graph API ☆38
descope-sample-apps/descope-mcp-server-stdio — Descope user management and audits ☆29

MCP Security

eqtylab/mcp-guardian — Manage / Proxy / Secure your MCP Servers ☆199
kapilduraphe/mcp-watch — Security scanner for MCP servers ☆128
postralai/masquerade — The Privacy Firewall for LLMs ☆76
82ch/MCP-Dandan — MCP security with real-time proxying ☆63
AIM-Intelligence/AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting ☆20
cromwellian/hippycampus — REST endpoint to MCP conversion ☆20
kontext-security/attestable-mcp-server — Hardware attestation for MCP server integrity ☆18

Network & Firewall

vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy ☆49
intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder ☆24

Pentesting & OSINT

PortSwigger/mcp-server — MCP Server for Burp ☆782
BurtTheCoder/mcp-maigret — Maigret OSINT user account collection ☆240
BurtTheCoder/mcp-shodan — MCP server for Shodan - device search, IP recon, CVE intel ☆126
BurtTheCoder/mcp-virustotal — VirusTotal API queries ☆124
roadwy/cve-search_mcp — CVE database security queries ☆100
mobb-dev/bugsy — Automatic security vulnerability remediation for your code. ☆66
GitGuardian/ggmcp — Scan and remediate hardcoded secrets ☆34
StacklokLabs/osv-mcp — An MCP server for OSV ☆34
BurtTheCoder/mcp-dnstwist — DNS fuzzing for phishing detection ☆48
nickpending/mcp-recon — Tellix conversational recon interface ☆26
gnlds/mcp-cve-intelligence-server-lite — CVE intelligence from NVD, MITRE, GitHub ☆19

Reverse Engineering

LaurieWired/GhidraMCP — MCP Server for Ghidra ☆8,883
mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆8,512
zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,013
symgraph/GhidrAssistMCP — An native MCP server extension for Ghidra ☆610
zinja-coder/apktool-mcp-server — APK Tool for Android reverse engineering ☆420
fosdickio/binary_ninja_mcp — Binary Ninja plugin for LLM integration ☆350
radareorg/radare2-mcp — MCP stdio server for radare2 ☆229
zboralski/ida-headless-mcp — Headless IDA Pro binary analysis via Model Context Protocol ☆115
13bm/GhidraMCP — Active Socket based MCP Server for Ghidra ☆112
pullkitsan/mobsf-mcp-server — MobSF APK and IPA security scanning ☆19

SIEM & SecOps

beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆1,990
MorDavid/BloodHound-MCP-AI — BloodHound integration with AI through MCP ☆353
gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM ☆206
securityfortech/secops-mcp — All-in-one security testing toolbox via MCP ☆193
CrowdStrike/falcon-mcp — CrowdStrike Falcon security analysis ☆159
cycodehq/cycode-cli — SAST, SCA, Secrets, IaC security scanning ☆98
panther-labs/mcp-panther — Detections, alerts, and log queries ☆44
slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ☆39
qianniuspace/mcp-security-audit — MCP server for security auditing ☆52
Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x ☆46
fr0gger/MCP_Security — This is a repository to experiment with MCP for security ☆47
Contrast-Security-OSS/mcp-contrast — MCP Server for Contrast Security ☆19
zxzinn/opencti-mcp — OpenCTI threat intelligence platform ☆38

Social Media

iFurySt/RedNote-MCP — MCP server for accessing RedNote(XiaoHongShu, xhs). ☆1,053
karanb192/reddit-mcp-buddy — Clean Reddit data: posts, search, users ☆648
adhikasp/mcp-twikit — Twitter interaction via MCP ☆233
34892002/bilibili-mcp-js — Bilibili video search MCP service ☆167
HagaiHen/facebook-mcp-server — Facebook posts, comments, insights automation ☆155
Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration ☆153
trypeggy/instagram_dm_mcp — Instagram Direct messages MCP ☆166
king-of-the-grackles/reddit-research-mcp — Reddit research with structured insights ☆113
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 ☆80
LuniaKunal/mcp-twitter — Manage your twitter account using mcp ☆58
ertiqah/linkedin-mcp-runner — LinkedIn content analysis and posting ☆30
anwerj/youtube-uploader-mcp — Upload/Schedule videos on Youtube with the help of AI ☆39
jaipandya/producthunt-mcp-server — MCP server for Product Hunt data access ☆44
macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets. ☆28
AbdelStark/nostr-mcp — Nostr posting and interaction ☆36
laulauland/bluesky-context-server — Bluesky MCP server ☆30
jonathan-politzki/mcp-writer-substack — Bridge Substack writings to Claude ☆28
mbelinky/x-mcp-server — MCP server to post on x.com with OAuth v1 and v2 ☆20

Sports

r-huijts/strava-mcp — Strava fitness data integration ☆393
rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server ☆69
guillochon/mlb-api-mcp — MCP server for MLB baseball statistics ☆50
mikechao/balldontlie-mcp — MCP server for NBA, NFL, MLB sports data ☆23
yeonupark/mcp-soccer-data — Real-time football data ☆30
lenwood/cfbd-mcp-server — An MCP server enabling CFBD API queries within Claude Desktop. ☆26
tomekkorbak/strava-mcp-server — MCP server for Strava API integration ☆21
kw510/strava-mcp — MCP server with Strava OAuth on Cloudflare Workers ☆26
r-huijts/firstcycling-mcp — MCP server for professional cycling data from FirstCycling ☆18
RobSpectre/mvf1 — Python package and CLI for MultiViewer For F1 ☆18

Text-to-Speech

mbailey/voicemode — Natural voice conversations with Claude Code ☆1,178
mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server ☆76

Translation

caol64/wenyan-mcp — Markdown formatting and translation to Chinese ☆1,221
aymericzip/intlayer — MCP server for Intlayer internationalization ☆729
DeepLcom/deepl-mcp-server — Translation with DeepL API ☆102
translated/lara-mcp — Lara Translate API with language detection ☆85
mmntm/weblate-mcp — ☆19

Travel & Transport

openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent ☆451
cobanov/teslamate-mcp — MCP server for TeslaMate vehicle data and analytics ☆127
r-huijts/ns-mcp-server — MCP server for Dutch Railways (NS) travel information ☆53
pab1it0/tripadvisor-mcp — MCP server for Tripadvisor location data and reviews ☆56
variflight/variflight-mcp — Variflight services implementation ☆28
Pradumnasaraf/aviationstack-mcp — MCP for AviationStack API - real-time flight data ☆22
sunsetcoder/flightradar24-mcp-server — Model Context Protocol server for Flight Tracking ☆46
KyrieTangSheng/mcp-server-nationalparks — US National Parks info via NPS API ☆39
campertunity/mcp-server — ☆16
mfukushim/map-traveler-mcp — Virtual traveler library for MCP ☆23
JordanDalton/DoorDash-MCP-Server — MCP server for DoorDash delivery service integration ☆23

Web Scraping

ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆25,319
firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆6,311
brightdata/brightdata-mcp — All-in-one public web access solution ☆2,365
apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆1,219
jae-jae/fetcher-mcp — Playwright web page content fetching ☆1,047
etsd-tech/mcp-pointer — DOM element pointing for agents ☆574
apify/mcp-server-rag-web-browser — A MCP Server for the RAG Web Browser Actor ☆203
tinyfish-io/agentql-mcp — AgentQL data extraction integration ☆170
just-every/mcp-read-website-fast — Fast webpage to markdown conversion ☆146
scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server ☆160
pskill9/website-downloader — MCP server to download entire websites ☆150
just-every/mcp-screenshot-website-fast — Fast webpage screenshots for LLMs ☆106
oxylabs/oxylabs-mcp — Official Oxylabs MCP integration ☆95
cyberchitta/scrapling-fetch-mcp — Access bot-protected websites ☆85
crawlbase/crawlbase-mcp — MCP server connecting AI agents with real-time web data ☆55
supadata-ai/mcp — Video and web scraping for Claude ☆47
webscraping-ai/webscraping-ai-mcp-server — MCP server for AI-powered web scraping ☆41
ananddtyagi/webpage-screenshot-mcp — MCP server for webpage screenshot capture ☆56
puremd/puremd-mcp — Unblock, scrape, and search tools for MCP clients ☆60
djannot/puppeteer-vision-mcp — Web scraping with AI-driven interaction handling ☆48
pragmar/mcp-server-webcrawl — Web crawler data and archives connection ☆41
Decodo/mcp-server — Decodo web scraping for MCP clients ☆26
levz0r/html-to-markdown-mcp — HTML to Markdown converter using Turndown ☆24
wong2/mcp-jina-reader — Jina Reader MCP Server ☆47
DevEnterpriseSoftware/scrapi-mcp — MCP server for using ScrAPI to scrape web pages. ☆18

🏆 Top 100 by Stars

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

upstash/context7 — Up-to-date code docs for LLMs ☆55,322
ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆39,640
mindsdb/minds-platform — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,169
microsoft/playwright-mcp — Playwright MCP server ☆32,522
github/github-mcp-server — GitHub's official MCP Server ☆29,837
ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆25,319
PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆25,156
oraios/serena — Semantic code retrieval and editing toolkit ☆24,226
mastra-ai/mastra — TypeScript AI agent framework with RAG ☆23,895
ahujasid/blender-mcp — Blender 3D modeling with Claude AI ☆21,659
Skyvern-AI/skyvern — Automate browser based workflows with AI ☆21,610
czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆20,739
screenpipe/screenpipe — AI app store with 24/7 desktop history ☆18,704
trycua/cua — MCP server for CUA platform ☆16,722
apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆16,597
googleapis/mcp-toolbox — Open source database MCP toolbox ☆15,223
GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆14,751
vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆13,334
tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆11,865
zilliztech/claude-context — Code search for Claude Code agents ☆11,077
elie222/inbox-zero — AI email assistant for inbox zero ☆10,695
instantdb/instant — Modern Firebase with real-time database ☆10,260
awslabs/mcp — AWS MCP servers for AI assistants ☆9,051
LaurieWired/GhidraMCP — MCP Server for Ghidra ☆8,883
mark3labs/mcp-go — Go implementation of MCP ☆8,703
mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆8,512
lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,320
idosal/git-mcp — Free remote MCP for any GitHub project ☆8,082
Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,849
grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆6,753
BrowserMCP/mcp — Browser control for AI applications ☆6,502
firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆6,311
GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,256
superradcompany/microsandbox — secure, local and programmable sandboxes for AI agents ☆6,084
wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆6,042
genkit-ai/genkit — AI app framework for JavaScript and Go ☆5,915
lharries/whatsapp-mcp — WhatsApp MCP server ☆5,614
getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆5,540
executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,511
lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,402
sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆5,181
mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆4,898
21st-dev/magic-mcp — Frontend development with AI like Magic ☆4,868
baserow/baserow — No-code database, apps, agents with AI ☆4,828
Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆4,827
exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆4,430
makenotion/notion-mcp-server — Official Notion MCP Server ☆4,331
openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆4,130
antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,063
haris-musa/excel-mcp-server — Excel file manipulation ☆3,826
dagger/container-use — MCP server for container orchestration ☆3,777
cloudflare/mcp-server-cloudflare — Cloudflare services management ☆3,740
MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆3,686
archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆3,653
Coding-Solo/godot-mcp — MCP server for Godot game engine ☆3,651
browserbase/mcp-server-browserbase — Browser control with Browserbase ☆3,338
metorial/metorial — Connect any AI model to 600+ integrations; powered by MCP ☆3,270
CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆3,265
basicmachines-co/basic-memory — AI conversations that remember context ☆3,033
grafana/mcp-grafana — MCP server for Grafana ☆3,005
Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆2,769
bytebase/dbhub — Token-efficient multi-database MCP ☆2,756
IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆2,745
crystaldba/postgres-mcp — Postgres with read/write access and performance ☆2,742
blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆2,701
supabase-community/supabase-mcp — Connect Supabase to your AI assistants ☆2,684
zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,682
sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,518
taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆2,402
brightdata/brightdata-mcp — All-in-one public web access solution ☆2,365
metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,324
jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,210
perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,194
financial-datasets/mcp-server — Financial Datasets stock market API ☆2,124
nowork-studio/toprank — NotFair Google Ads MCP — diagnose, recommend, and execute campaign changes ☆2,105
cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,102
zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,013
chatmcp/mcpso — directory for Awesome MCP Servers ☆2,006
beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆1,990
joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆1,973
tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆1,965
IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆1,965
nottelabs/notte — Framework to build web agents ☆1,957
stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆1,798
ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,766
CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆1,695
julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,694
microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆1,683
benborla/mcp-server-mysql — MCP server for MySQL database operations ☆1,652
MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,633
leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆1,617
ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,616
korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,596
containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆1,592
stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,549
isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆1,526
anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆1,517
mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆1,421
damms005/devdb-vscode — Zero-config VS Code database extension ☆1,403
qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆1,396

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.

Name		Name	Last commit message	Last commit date
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.github		.github
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
repositories.yaml		repositories.yaml

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