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 ☆29,784
zilliztech/claude-context — Code search for Claude Code agents ☆12,567
CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆4,225
ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,605
ref-tools/ref-tools-mcp — Reference tools for coding agents ☆1,177
SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆305
stippi/code-assistant — LLM-powered autonomous coding assistant ☆181
lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆81
contextstream/mcp-server — Shared project context for AI coding agents across MCP clients ☆43
wende/cicada — AI Coders search blindly. Be their guide. ☆41
gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆35
josephsenior/Grinta-Coding-Agent — Local-first resilient terminal coding agent with MCP ☆31
x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆24
VertexStudio/developer — File editing, shell execution, screen capture ☆21

Human-in-the-Loop

ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆352
RapidataAI/human-use — Enable AI to ask anyone anything ☆73
gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆52
nazar256/user-prompt-mcp — User input requests for Cursor ☆21

Multi-Agent

rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆1,294
roboticforce/sugar — Local persistent memory, cross-session context, and optional tasks ☆94

Reasoning & Prompts

ooples/token-optimizer-mcp — Token optimization with caching and compression ☆535
PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆502
Rai220/think-mcp — MCP Server for reasoning ☆107
hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆90
YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆87
nikkoxgonzales/crash-mcp — Structured reasoning with step validation ☆72
gwbischof/free-will-mcp — Experimental AI self-prompting MCP server ☆37
aquarius-wing/actor-critic-thinking-mcp — Dual-perspective thinking analysis server ☆32
vasayxtx/mcp-prompt-engine — MCP Prompt Engine ☆18
ejentum/ejentum-mcp — Agent loop with reasoning, code, memory, and anti-deception ☆16
abhinav-mangla/inner-monologue-mcp — Inner Monologue MCP Server ☆17
abhinav-mangla/think-tool-mcp — MCP Think Tool Server ☆16

AI Memory & RAG

Memory

vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆28,157
basicmachines-co/basic-memory — AI conversations that remember context ☆4,032
agentic-box/memora — Persistent shared memories in SQLite ☆725
MaxFreedomPollard/Compartment — Offline AEAD-encrypted vector memory without network ☆581
Beever-AI/beever-atlas — LLM Wiki memory for team chat (Slack, Discord, Teams) ☆447
gannonh/memento-mcp — Memento MCP: A Knowledge Graph Memory System for LLMs ☆426
CheMiguel23/MemoryMesh — MCP server for knowledge graph memory ☆353
pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents ☆174
jean-technologies/jean-memory — AI memory with mem0 and graphiti ☆171
redleaves/context-keeper — Intelligent memory and context for AI agents ☆155
DrDroidLab/open-index — Structured context graphs with hybrid search and writes ☆111
ukkit/memcord — MCP server for memory and context management ☆74
knowall-ai/mcp-reverie — Memory management using Neo4j graphs ☆70
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 ☆56
mnemoverse/mcp-memory-server — Hosted memory that re-ranks recall by reported outcomes ☆25
skydeckai/mcp-server-rememberizer — An MCP Server to enable global access to Rememberizer ☆36
JamesANZ/memory-mcp — Shared memory store and retrieval for multiple LLMs ☆21
unibaseio/membase-mcp — Decentralized memory layer for AI agents ☆24
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 ☆1,318
Minima-AI-Inc/minima — On-premises conversational RAG with configurable containers ☆1,048
GreatScottyMac/context-portal — Memory bank MCP with knowledge graph ☆768
shinpr/mcp-local-rag — MCP server for local RAG operations ☆404
graphlit/graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform ☆380
hannesrudolph/mcp-ragdocs — MCP server for RAG document retrieval ☆265
needle-ai/needle-mcp — Needle MCP Server for easy RAG.Long-term memory for LLMs. ☆103
ragieai/ragie-mcp-server — Ragie Model Context Protocol Server ☆91
pinecone-io/assistant-mcp — Pinecone Assistant MCP server ☆45
vectara/vectara-mcp — Open source MCP server for Vectara ☆30
nonatofabio/local_faiss_mcp — Local FAISS MCP - semantic search for Claude/Copilot ☆34
agentset-ai/mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers ☆31
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 ☆5,079
paiml/paiml-mcp-agent-toolkit — Pragmatic AI Labs toolkit for deterministic agents ☆165
TheRaLabs/legion-mcp — MCP server for Legion AI platform ☆94
PromptExecution/just-mcp — mcp server for just ☆58
atlanhq/agent-toolkit — Atlan AI Agent Toolkit ☆40
Mitek99/deepview-mcp — MCP server for DeepView AI analysis ☆65
StitchAI/stitch-ai-mcp — Decentralized Knowledge Hub for AI ☆39
DumplingAI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI ☆31
PV-Bhat/gemsuite-mcp — MCP server for GemSuite tools ☆30
sequa-ai/sequa-mcp — MCP server for Sequa AI platform ☆21

Aggregators & Gateways

Aggregators

mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,768
metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,686
mcpjungle/MCPJungle — One place to manage & connect to all your MCP servers ☆1,280
1mcp-app/agent — Unified MCP server aggregator ☆507
K-Dense-AI/claude-skills-mcp — Claude Agent Skills vector search ☆406
OldJii/mcp-dock — Desktop manager for 14 AI clients and 9200+ MCP servers ☆229
sitbon/magg — Magg: The MCP Aggregator ☆143
wanaku-ai/wanaku — Wanaku Governed Action Proxy for AI Agents ☆134
badkk/awesome-crypto-mcp-servers — A collection of crypto MCP servers. ☆144
yylo-dev/roundtable — Zero-config MCP unifying multiple AI coding assistants ☆125
portel-dev/ncp — Natural Context Provider with smart MCP tool loading ☆100
nguyenvanduocit/all-in-one-model-context-protocol — GitLab, Jira, Confluence, YouTube ☆107
VeriTeknik/pluggedin-mcp — Plugged.in MCP Server manages all your other MCPs in one MCP. ☆52
bh-rat/context-awesome — awesome-lists now available as CLI & MCP server for your agent. ☆59
hamidra/yamcp — Local MCP workspace organization ☆66
waystation-ai/mcp — No-code secure MCP integration hub ☆63
gotoolkits/mcp-difyworkflow-server — MCP server for Dify workflow invocation ☆61
wojtyniak/mcp-mcp — Meta-MCP for tool discovery and provisioning ☆23
membranehq/mcp-server — MCP Server for Membrane ☆38
glenngillen/mcpmcp-server — MCP server aggregator and router ☆39
nazar256/combine-mcp — MCP aggregator combining multiple servers into one interface ☆34
agree-able/room-mcp — Coordinate agents using rooms ☆23

Gateways & Proxies

apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆17,162
sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,766
stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆2,206
tbxark/mcp-proxy — Aggregate multiple MCP servers via HTTP ☆733
smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely ☆380
HelpCode-ai/anythingmcp — Self-hosted gateway from REST, SOAP, GraphQL, and SQL ☆357
ssut/Remote-MCP — Type-safe solution for remote MCP communication ☆209
sxhxliang/mcp-access-point — Convert any web server to MCP instantly ☆185
toolprint/hypertool-mcp — Expose tools based on Agent Persona ☆158
VeriTeknik/pluggedin-mcp-proxy — Unified MCP proxy managing multiple MCPs ☆135
universal-mcp/universal-mcp — Middleware for API applications ☆26
pyroprompts/mcp-stdio-to-streamable-http-adapter — STDIO to Streamable HTTP proxy ☆27
webrix-ai/secure-mcp-gateway — Secure OAuth gateway for MCP authentication ☆23
nick1udwig/ws-mcp — MCP server with WebSocket transport ☆21

Platforms & Registries

archestra-ai/archestra — Enterprise AI guardrails, registry, gateway, and orchestrator ☆4,303
metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆3,358
chatmcp/mcpso — directory for Awesome MCP Servers ☆2,107
julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,776
jaw9c/awesome-remote-mcp-servers — Remote MCP Servers ☆1,119
boltmcp/boltmcp — Open standard and registry for converting web APIs into MCP servers ☆370
milisp/mcp-linker — Sync MCP configs across clients ☆327
liuyoshio/mcp-compass — MCP discovery and recommendation ☆243
integromat/make-mcp-server — Make MCP Server ☆172
juspay/neurolink — Universal AI platform with MCP and multi-provider support ☆139
Jeamee/MCPHub-Desktop — Desktop APP for Discover and Install MCP Servers ☆150
rust-mcp-stack/mcp-discovery — CLI for discovering MCP server capabilities ☆86
matthewdcage/cursor-mcp-installer — Install MCPs in Cursor from git URL ☆77
useparagon/paragon-mcp — Access 130+ SaaS integrations via ActionKit ☆48
VeyraX/veyrax-mcp — VeyraX unified tool access via single MCP ☆49
Data-Everything/mcp-server-templates — Docker, Kubernetes, CLI, and HTTP MCP templates ☆22

Browser Automation

AI Automation

feder-cr/invisible_playwright_mcp — AI browser agent, ships as an MCP server and a web UI ☆31,653
Skyvern-AI/skyvern — Automate browser based workflows with AI ☆23,058
nottelabs/notte — Framework to build web agents ☆2,002
imprvhub/mcp-browser-agent — MCP server for autonomous browser automation with Claude ☆41
desplega-ai/qa-use — Agent-first E2E testing CLI ☆27

Browser Tools

BrowserMCP/mcp — Browser control for AI applications ☆7,126
kontext-security/browser-use-mcp-server — Browse the web, directly from Cursor etc. ☆844
onllm-dev/onUI — Annotation-first UI pair programming in the browser ☆101
ndthanhdev/mcp-browser-kit — AI assistants interact with local browser ☆54
BB-fat/browser-use-rs — Rust-based browser automation MCP server ☆41

Cloud Services

hyperbrowserai/mcp — A MCP server implementation for hyperbrowser ☆792
browserstack/mcp-server — BrowserStack's Official MCP Server ☆152
kernel/kernel-mcp-server — Secure cloud-browser automation on Kernel ☆36

DevTools

ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆52,543
mozilla/firefox-devtools-mcp — MCP server for Firefox DevTools integration ☆441
eyalzh/browser-control-mcp — Browser control via extension for AI agents ☆325

Playwright

microsoft/playwright-mcp — Playwright MCP server ☆37,550
executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,655
VikashLoomba/MCP-Server-Playwright — MCP server for browser automation using Playwright ☆299
blackwhite084/playwright-plus-python-mcp — Enhanced Playwright browser automation ☆189
kimtth/mcp-aoai-web-browsing — Azure OpenAI with Playwright browser control ☆35

CLI Tools

wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆9,737
IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆2,021
classfang/ssh-mcp-server — SSH MCP server included in official repo ☆897
tufantunc/ssh-mcp — SSH control for Linux servers ☆762
rusiaaman/wcgw — Shell and coding agent on mcp clients ☆676
ferrislucas/iterm-mcp — iTerm command execution for REPL/CLI ☆567
baryhuang/mcp-remote-macos-use — AI agent for full Mac control ☆490
peakmojo/applescript-mcp — Execute AppleScript for Mac control ☆465
wong2/mcp-cli — A CLI inspector for the Model Context Protocol ☆446
domdomegg/computer-use-mcp — Full computer control for AI models ☆378
claude-did-this/MCPControl — MCP server for Windows OS automation ☆332
nickgnd/tmux-mcp — A MCP server for our beloved terminal multiplexer tmux. ☆302
g0t4/mcp-server-commands — MCP server to run commands (runProcess tool) ☆233
tumf/mcp-shell-server — Shell execution with whitelisted commands ☆195
dvcrn/mcp-server-siri-shortcuts — MCP for calling Siri Shorcuts from LLMs ☆194
AB498/computer-control-mcp — Mouse, keyboard, OCR via PyAutoGUI ☆167
MladenSU/cli-mcp-server — CLI with secure execution and custom policies ☆178
sonirico/mcp-shell — Secure, auditable shell commands for AI ☆106
automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental) ☆86
inercia/MCPShell — Use shell scripts as MCP tools ☆70
NakaokaRei/swift-mcp-gui — Keyboard and mouse control on macOS ☆61
ooples/mcp-console-automation — MCP for AI-driven console automation and monitoring ☆48
nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server ☆58
InsForge/insforge-mcp — MCP server for InsForge - full-stack builders for coding agents ☆35
maxim-saplin/mcp_safe_local_python_executor — Safe Python executor from smolagents ☆48
OthmaneBlial/term_mcp_deepseek — Approve terminal commands after risk and access checks ☆18
blakerouse/ssh-mcp — Local SSH host groups and remote command execution ☆20
PhialsBasement/CMD-MCP-Server — CMD command execution for Claude agents ☆25
aybelatchane/mcp-server-terminal — TUI and CLI automation via Terminal State Tree ☆19
erniebrodeur/mcp-grep — simple mcp server to wrap the local instance of grep. ☆24
Beer-Bears/scaffold — Structural RAG system for large codebases ☆19
JoshuaRileyDev/mac-apps-launcher — Launch and manage macOS applications ☆19

CRM & ERP

ivnvxd/mcp-server-odoo — MCP server for Odoo ERP integration ☆388
GeLi2001/shopify-mcp — Shopify API for Claude and Cursor ☆236
smn2gnt/MCP-Salesforce — MCP Salesforce connector ☆177
tsmztech/mcp-server-salesforce — Salesforce MCP Server ☆168
baryhuang/mcp-hubspot — HubSpot CRM integration for AI assistants ☆129
augmnt/augments-mcp-server — MCP server for Augments AI platform ☆127
tomaspavlin/rohlik-mcp — Shop groceries on Rohlik Group platforms ☆120
mafzaal/d365fo-client — Client for Microsoft Dynamics 365 F&O ☆39
AiondaDotCom/mcp-salesforce — Salesforce OAuth and CRUD for any object ☆17
dsvantien/netsuite-mcp-server — NetSuite ERP records, queries, and operations ☆21
hmk/attio-mcp-server — Attio CRM records and notes management ☆16

Cloud & Infrastructure

AWS

awslabs/mcp — AWS MCP servers for AI assistants ☆9,730
aarora79/aws-cost-explorer-mcp-server — MCP server for understanding AWS spend ☆126
rishikavikondala/mcp-server-aws — MCP server for AWS resource operations ☆127
aws-samples/sample-mcp-server-s3 — Retrieve PDFs and data from AWS S3 ☆78
localstack/localstack-mcp-server — LocalStack AWS emulation ☆27
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 ☆4,282
microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆2,029
TencentCloudBase/CloudBase-AI-Toolkit — Connect CloudBase to AI agents ☆1,124
GoogleCloudPlatform/cloud-run-mcp — MCP server to deploy apps to Cloud Run ☆632
babelcloud/gbox — AI control for Android, browser, desktop ☆181
aliyun/alibabacloud-devops-mcp-server — MCP server for Alibaba Yunxiao DevOps platform ☆172
dkruyt/mcp-hetzner — Hetzner Cloud management ☆142
aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server ☆130
heroku/heroku-mcp-server — Heroku Platform MCP Server using the Heroku CLI ☆82
vantage-sh/vantage-mcp-server — Fetch costs and usage from Vantage ☆83
call518/MCP-OpenStack-Ops — MCP server providing OpenStack project management ☆45
aliyun/alibabacloud-hologres-mcp-server — MCP server for Alibaba Hologres data warehouse ☆37
aliyun/alibabacloud-dataworks-mcp-server — Alibaba Cloud DataWorks API integration ☆51
aantti/mcp-netbird — Netbird network management ☆60
kestra-io/mcp-server-python — Python MCP for Kestra AI Agents ☆33
qiniu/qiniu-mcp-server — Qiniu Cloud storage, CDN, and media processing ☆39
redis/mcp-redis-cloud — MCP server for Redis Cloud database operations ☆42
pythonanywhere/pythonanywhere-mcp-server — Manage PythonAnywhere files, apps, and tasks ☆17
Azure-Samples/mcp — Samples and resources for Azure MCP ☆42
api7/apisix-mcp — APISIX gateway for LLM integration ☆38
liveblocks/liveblocks-mcp-server — MCP server for Liveblocks. ☆20
pibblokto/cert-manager-mcp-server — MCP Server for cert-manager ☆24
higress-group/higress-ops-mcp-server — Higress API gateway configuration management ☆23
alexbakers/mcp-ipfs — MCP IPFS Server ☆21
espressif/esp-rainmaker-mcp — ESP RainMaker MCP server ☆18
hardik-id/azure-resource-graph-mcp-server — Azure Resource Graph query interface ☆18
kocierik/consul-mcp-server — A consul MCP Server (modelcontextprotocol) ☆18

Kubernetes

containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆2,118
Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆1,594
rohitg00/kubectl-mcp-server — Kubernetes cluster chat with Claude/Cursor ☆961
weibaohui/k8m — Mini Kubernetes AI Dashboard ☆887
strowk/mcp-k8s-go — Go-based Kubernetes connection ☆384
vfarcic/dot-ai — Deploy apps to any Kubernetes cluster ☆335
portainer/portainer-mcp — Portainer container management ☆234
reza-gholizade/k8s-mcp-server — Kubernetes cluster management ☆183
kubestellar/console — Multi-cluster Kubernetes dashboard with natural-language MCP ☆138
silenceper/mcp-k8s — Kubernetes cluster interaction ☆151
weibaohui/kom — Kubernetes SDK wrapping kubectl ☆149
StacklokLabs/mkp — MKP Kubernetes MCP server ☆59
wenhuwang/mcp-k8s-eye — Kubernetes diagnosis and management ☆29
cyclops-ui/mcp-cyclops — Cyclops Kubernetes management ☆30
kubesphere/ks-mcp-server — KubeSphere APIs for workspaces, clusters, users, and roles ☆17

Virtualization & IaC

hashicorp/terraform-mcp-server — Terraform ecosystem integration for AI ☆1,532
nwiizo/tfmcp — Terraform AI-assisted infrastructure ☆371
1Panel-dev/mcp-1panel — MCP server for 1Panel management ☆167
kocierik/mcp-nomad — A nomad MCP Server (modelcontextprotocol) ☆59
bright8192/esxi-mcp-server — MCP server for VMware ESXi management ☆64
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 ☆1,649
carterlasalle/mac_messages_mcp — MCP server for secure iMessage database access on macOS ☆329
hannesrudolph/imessage-query-fastmcp-mcp-server — Safe iMessage database queries ☆81
wyattjoh/imessage-mcp — iMessage data reading from macOS ☆29

Email

elie222/inbox-zero — AI email assistant for inbox zero ☆12,330
MadLlama25/fastmail-mcp — Access to Fastmail API for AI assistants ☆131
ZilongXue/claude-post — Email management via natural language ☆114
mailtrap/mailtrap-mcp — Official mailtrap.io MCP server ☆65
mailgun/mailgun-mcp-server — Mailgun API integration ☆62
Shy2593666979/mcp-server-email — Email with attachments for Gmail, Outlook, QQ ☆81
egyptianego17/email-mcp-server — Send emails with attachments via SMTP ☆28

Messengers

lharries/whatsapp-mcp — WhatsApp MCP server ☆6,310
chigwell/telegram-mcp — MCP server for Telegram messaging ☆1,690
line/line-bot-mcp-server — LINE Messaging API for AI agents ☆783
chaindead/telegram-mcp — Telegram dialogs, messages, drafts, statuses ☆348
ztxtxwd/open-feishu-mcp-server — Feishu/Lark OAuth and document management ☆87
areweai/tsgram-mcp — Telegram for local Claude Code debug ☆89
pubnub/pubnub-mcp-server — PubNub Model Context Protocol Server ☆33
mjknowles/matrix-mcp-server — Matrix server integration and chat ☆53
DLHellMe/telegram-mcp-server — Scrape and analyze Telegram content ☆32

Notifications

gitmotion/ntfy-me-mcp — MCP server for ntfy push notifications ☆74
infobip/mcp — Infobip Remote MCP Servers Documentation ☆35
Cactusinhand/mcp_server_notify — Send system notification when Agent task is done. ☆54
teddyzxcv/ntfy-mcp — MCP server for ntfy push notifications ☆45
AshikNesin/pushover-mcp — A MCP implementation for sending notifications via Pushover ☆43
aahl/mcp-notify — Notify to Weixin, Telegram, Bark, Lark, DingTalk ☆28

Team Chat

korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,847
chatmcp/mcp-server-chatsum — Query and Summarize your chat messages. ☆1,027
joinly-ai/joinly — Make your meetings accessible to AI Agents ☆566
SaseQ/discord-mcp — MCP server for Discord integration ☆506
v-3/discordmcp — Discord MCP Server for Claude Integration ☆234
discourse/discourse-mcp — MCP client for Discourse sites ☆76
zencoderai/slack-mcp-server — Slack workspace interaction and messaging ☆75
jagan-shanmugam/mattermost-mcp-host — Mattermost integration with LangGraph agent ☆34

Voice & Telephony

gerkensm/callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI ☆24

Data & Analytics

AI/ML Platforms

MigoXLab/dingo — AI data, model, app quality evaluation ☆757
evalstate/mcp-hfspace — HuggingFace Spaces integration ☆388
YanxingLiu/dify-mcp-server — Model Context Protocol (MCP) Server for dify workflows ☆280
0xshellming/mcp-summarizer — MCP Server for AI Summarization ☆167
optuna/optuna-mcp — Optuna hyperparameter optimization ☆86
ChronulusAI/chronulus-mcp — Chronulus AI forecasting and prediction agents ☆112
zenml-io/mcp-zenml — ZenML MLOps platform connection ☆49
arrismo/kaggle-mcp — MCP server for Kaggle ☆39
HumanSignal/label-studio-mcp-server — MCP server for Label Studio data labeling ☆37
privetin/dataset-viewer — MCP server for Hugging Face dataset viewer ☆31

Data APIs

anshumax/world_bank_mcp_server — World Bank open data API ☆50
YangLiangwei/PersonalizationMCP — Personal data hub for AI from Steam, YouTube, Bilibili ☆61
Jellyfish-AI/jellyfish-mcp — Jellyfish MCP server ☆17
explorium-ai/mcp-explorium — Explorium B2B Data - MCP Server ☆21

Data Exploration

reading-plus-ai/mcp-server-data-exploration — Interactive CSV data exploration ☆544
kdqed/zaturn — Data Analysis With Vibes ☆75
santoshray02/csv-editor — AI-powered CSV data manipulation and analysis ☆25
brightlikethelight/networkx-mcp-server — NetworkX graph algorithms for AI conversations ☆20

Data Platforms

dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. ☆608
kubeflow/mcp-apache-spark-history-server — Apache Spark History Server bridge ☆202
microsoft/fabric-rti-mcp — Fabric Real-Time Intelligence server ☆132
acryldata/mcp-server-datahub — Official MCP server for DataHub ☆81
keboola/mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform ☆86
thoughtspot/mcp-server — The ThoughtSpot MCP Server ☆33
aywengo/kafka-schema-reg-mcp — Kafka Schema Registry management ☆32
RafaelCartenet/mcp-databricks-server — AI agents interact with Databricks ☆43
JordiNeil/mcp-databricks-server — MCP Server for Databricks ☆50
growthbook/growthbook-mcp — GrowthBook flags and experiments ☆24
IBM/data-intelligence-mcp-server — Watsonx Data Intelligence gateway across microservices ☆20
syucream/lightdash-mcp-server — Access to Lightdash analytics ☆27
yangkyeongmo/mcp-server-openmetadata — OpenMetadata integration for data catalog ☆24
mattijsdp/dbt-docs-mcp — dbt documentation interaction ☆23
datumnova/ms-fabric-mcp — Microsoft Fabric workspaces, lakehouses, and PySpark notebooks ☆17
yashshingvi/databricks-genie-MCP — Ask Databricks Genie questions and run SQL queries ☆17

Jupyter & Notebooks

datalayer/jupyter-mcp-server — Model Context Protocol (MCP) Server for Jupyter. ☆1,286
jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook ☆130
phisanti/MCPR — AI agents in interactive R sessions ☆26

Visualization

antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,382
hustcc/mcp-echarts — ECharts visual charts with AI ☆270
isaacwasserman/mcp-vegalite-server — MCP server for Vega-Lite data visualization ☆100
palewire/datawrapper-mcp — Create Datawrapper charts with AI ☆55

Databases

Analytics & Warehouses

ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants. ☆879
motherduckdb/mcp-server-motherduck — Local MCP server for DuckDB and MotherDuck ☆523
Snowflake-Labs/mcp — Snowflake Cortex AI and SQL orchestration ☆299
isaacwasserman/mcp-snowflake-server — MCP server for Snowflake database queries ☆186
ktanaka101/mcp-server-duckdb — DuckDB database interaction ☆179
ergut/mcp-bigquery-server — MCP server for Google BigQuery integration ☆148
LucasHild/mcp-server-bigquery — Google BigQuery database access ☆130
lishenxydlgzs/aws-athena-mcp — MCP server to run AWS Athena queries ☆41
pab1it0/adx-mcp-server — MCP server for Azure Data Explorer ☆59
aliyun/alibabacloud-adb-mysql-mcp-server — AnalyticDB for MySQL MCP Server ☆32
iunera/druid-mcp-server — Apache Druid cluster tools, resources, and analysis ☆18
startreedata/mcp-pinot — MCP Server for Apache Pinot ☆17

Cache & Key-Value

redis/mcp-redis — MCP server for Redis database operations ☆627
aliyun/alibabacloud-tablestore-mcp-server — MCP server for Alibaba Tablestore NoSQL ☆157
upstash/mcp-server — Upstash Model Context Server ☆61

Cloud Platforms

instantdb/instant — Modern Firebase with real-time database ☆10,522
supabase/mcp — Connect Supabase to your AI assistants ☆2,921
alexander-zuev/supabase-mcp-server — MCP server for Supabase database and auth ☆831
neondatabase/mcp-server-neon — Neon Management API and databases ☆650
gannonh/firebase-mcp — Model Context Protocol (MCP) server for Firebase. ☆247
Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven ☆28
JoshuaRileyDev/supabase-mcp-server — MCP server for Supabase database operations ☆52
niledatabase/nile-mcp-server — Nile Database tenants, users, auth for LLMs ☆17

Graph Databases

neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers ☆986
neo4j-contrib/gds-agent — Neo4j Graph Data Science tools ☆96
da-okazaki/mcp-neo4j-server — mcp-neo4j-server ☆59
FalkorDB/FalkorDB-MCPServer — Connect LLMs to FalkorDB ☆41
ravenwits/mcp-server-arangodb — ArangoDB database interaction ☆47

Multi-Database Tools

googleapis/mcp-toolbox — Open source database MCP toolbox ☆16,487
bytebase/dbhub — Token-efficient multi-database MCP ☆3,562
damms005/devdb-vscode — Zero-config VS Code database extension ☆1,437
centralmind/gateway — Universal database MCP for LLMs ☆549
FreePeak/db-mcp-server — MCP server for database operations ☆431
runekaagaard/mcp-alchemy — MCP server for SQLAlchemy database operations ☆420
executeautomation/mcp-database-server — Connect to SQLite, SQL Server, PostgreSQL ☆385
XGenerationLab/xiyan_mcp_server — Natural language database queries ☆239
s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API ☆35
schemacrawler/SchemaCrawler-AI-MCP-Server-Usage — How to use SchemaCrawler AI MCP Server ☆29
fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use ☆31
datastrato/mcp-server-gravitino — MCP server for Apache Gravitino ☆23
OpenLinkSoftware/mcp-jdbc-server — Java JDBC access for SQL databases ☆16

NoSQL & Document

mongodb-js/mongodb-mcp-server — Connect to MongoDB and Atlas clusters ☆1,138
kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB ☆283
furey/mongodb-lens — MongoDB Lens: Full Featured MCP Server for MongoDB Databases ☆208
QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP) ☆175
datastax/astra-db-mcp — An MCP server for Astra DB workloads ☆42
couchbase/mcp-server-couchbase — Couchbase database cluster integration ☆36

SQL Databases

crystaldba/postgres-mcp — Postgres with read/write access and performance ☆3,340
benborla/mcp-server-mysql — MCP server for MySQL database operations ☆2,134
designcomputer/mysql_mcp_server — Secure MySQL database interaction ☆1,394
subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language. ☆541
apache/doris-mcp-server — Apache Doris MCP Server ☆348
wenb1n-dev/mysql_mcp_server_pro — Enhanced MySQL with anomaly analysis ☆248
MariaDB/mcp — MariaDB MCP (Model Context Protocol) server implementation ☆205
StarRocks/mcp-server-starrocks — StarRocks MCP (Model Context Protocol) Server ☆188
call518/MCP-PostgreSQL-Ops — PostgreSQL operations and monitoring ☆161
f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations ☆168
tuannvm/mcp-trino — High-performance Trino MCP in Go ☆121
jparkerweb/mcp-sqlite — Comprehensive SQLite interaction ☆128
oceanbase/awesome-oceanbase-mcp — MCP Server for OceanBase database and its tools ☆109
hannesrudolph/sqlite-explorer-fastmcp-mcp-server — Read-only SQLite database access ☆108
Teradata/teradata-mcp-server — Teradata database integration ☆57
donghao1393/mcp-dbutils — Multi-database connector for SQLite, MySQL, PostgreSQL ☆90
wenb1n-dev/SmartDB_MCP — Universal database MCP for MySQL, PostgreSQL, Oracle and more ☆80
aliyun/alibabacloud-rds-openapi-mcp-server — MCP server for RDS Services via OPENAPI. ☆55
Zhwt/go-mcp-mysql — Go-based MCP server for MySQL ☆65
ydb-platform/ydb-mcp — MCP server for YDB distributed database ☆29
singlestore-labs/mcp-server-singlestore — SingleStore database management API ☆34
dolthub/dolt-mcp — The MCP server for Dolt ☆19
aliyun/alibabacloud-adbpg-mcp-server — AnalyticDB PostgreSQL metadata and SQL operations ☆16
pingcap/pytidb — TiDB AI SDK for apps and agents ☆33
isdaniel/pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. ☆29
ahmedmustahid/postgres-mcp-server — MCP server for PostgreSQL ☆31
panasenco/mcp-sqlite — SQLite with Datasette metadata support ☆27
OpenLinkSoftware/mcp-sqlalchemy-server — ODBC server with FastAPI and SQLAlchemy ☆24
c4pt0r/mcp-server-tidb — mcp server for tidb ☆24
Xexr/mcp-libsql — MCP server for libSQL database ☆21
abel9851/mcp-server-mariadb — An mcp server that provides read-only access to MariaDB. ☆20
Dataring-engineering/mcp-server-trino — MCP Server for Trino ☆18

Search Engines

elastic/mcp-server-elasticsearch — Elasticsearch queries and index management ☆720
cr7258/elasticsearch-mcp-server — Elasticsearch and OpenSearch interaction ☆308
meilisearch/meilisearch-mcp — Meilisearch interaction via LLM interfaces ☆197
opensearch-project/opensearch-mcp-server-py — OpenSearch cluster interaction for AI ☆154
vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server ☆110
suhail-ak-2/mcp-typesense-server — Typesense search for AI assistants ☆19

Spreadsheets & No-Code

baserow/baserow — No-code database, apps, agents with AI ☆5,992
xing5/mcp-google-sheets — Google Drive and Sheets integration ☆1,005
domdomegg/airtable-mcp-server — Airtable bases integration for AI systems ☆457
freema/mcp-gsheets — Google Sheets read, write, manipulate ☆100
rashidazarang/airtable-mcp — Airtable integration for AI applications ☆88
edwinbernadus/nocodb-mcp-server — nocodb mcp server ☆76
felores/airtable-mcp — Manage Airtable bases and records ☆75
proompteng/bilig — Headless spreadsheet formulas, edits, and JSON persistence ☆36

Streaming & Messaging

confluentinc/mcp-confluent — MCP server for Confluent Kafka platform ☆168
tuannvm/kafka-mcp-server — Apache Kafka server in Go ☆55
kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ ☆38

Time-Series & Metrics

GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,711
pab1it0/prometheus-mcp-server — MCP server for Prometheus metrics ☆517
VictoriaMetrics/mcp-victorialogs — VictoriaLogs log management integration ☆98
apache/iotdb-mcp-server — Apache IoTDB MCP Server ☆39
influxdata/influxdb3_mcp_server — MCP Server for InfluxDB 3 ☆38
GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB ☆29
idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB ☆46

Vector Databases

qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆1,538
chroma-core/chroma-mcp — Chroma vector database capabilities ☆599
zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus ☆245
weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate ☆163
pinecone-io/pinecone-mcp — Connect Pinecone to AI assistants ☆72
privetin/chroma — MCP server for Chroma ☆41

Developer Tools

API Tools

tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆12,008
WordPress/mcp-adapter — Bridge Abilities API to MCP ☆1,757
zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server. ☆827
automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server ☆625
blurrah/mcp-graphql — Model Context Protocol server for GraphQL ☆408
postmanlabs/postman-mcp-server — Postman collections, OpenAPI specs, and environments ☆317
apollographql/apollo-mcp-server — Apollo MCP Server ☆309
MFYDev/ghost-mcp — Interact with Ghost CMS via LLM ☆231
hostinger/api-mcp-server — MCP server for Hostinger API integration ☆154
delano/postman-mcp-server — An MCP server that provides access to Postman. ☆160
webflow/mcp-server — Model Context Protocol (MCP) server for the Webflow Data API. ☆141
shannonlal/mcp-postman — MCP Server for running Postman Collections with Newman ☆84
ivo-toby/contentful-mcp — Contentful CMS Management API ☆62
Arize-ai/text-to-graphql-mcp — MCP server for text-to-GraphQL conversion ☆25
Omedia/mcp-server-drupal — Drupal MCP module companion ☆51
shanejonas/openrpc-mcp-server — JSON-RPC via OpenRPC ☆43
xxxbrian/mcp-rquest — Browser-like HTTP with TLS fingerprinting ☆48
hannesj/mcp-graphql-schema — GraphQL Schema Model Context Protocol Server ☆46
Jktfe/serveMyAPI — MCP server for custom API serving ☆25
hijaz/postmancer — REST client replacing Postman/Insomnia ☆28
drestrepom/mcp_graphql — Interact with GraphQL APIs via MCP tools ☆19
fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools ☆23

CI/CD & DevOps

czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆22,983
leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆1,633
utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources ☆840
ckreiling/mcp-server-docker — MCP server for Docker ☆744
QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol) ☆503
TencentEdgeOne/edgeone-makers-mcp — Deploy HTML to EdgeOne Pages with public URL ☆435
jamsocket/forevervm — Stateful AI code sandboxes ☆229
docker/hub-mcp — Docker Hub MCP Server ☆165
DefangLabs/defang — MCP server for Defang cloud deployment ☆166
yangkyeongmo/mcp-server-apache-airflow — MCP server for Apache Airflow workflows ☆178
nacos-group/nacos-mcp-router — MCP server discovery, install, and proxy ☆180
harness/mcp-server — Harness’ official MCP Server ☆102
OctopusDeploy/mcp-server — Octopus Deploy Official MCP Server ☆101
Vortiago/mcp-azure-devops — AI assistants with Azure DevOps ☆79
buildkite/buildkite-mcp-server — Official MCP Server for Buildkite. ☆54
call518/MCP-Airflow-API — Apache Airflow API integration ☆53
bitrise-io/bitrise-mcp — Bitrise CI/CD app and build management ☆42
launchdarkly/mcp-server — LaunchDarkly's Model Context Protocol (MCP) Server ☆28
IvanAmador/vercel-ai-docs-mcp — Vercel AI SDK documentation search ☆50
leonardosepulvedat/mcp-n8n — n8n API plus 100 workflow templates with matching ☆21
configcat/mcp-server — Official ConfigCat Model Context Protocol (MCP) Server ☆18
endorhq/cli — Sandboxed environments for favorite services via MCP ☆28
gofireflyio/firefly-mcp — Firefly MCP ☆16
conductor-oss/conductor-mcp — Model Context Protocol server for Orkes Conductor ☆16
prassanna-ravishankar/clearml-mcp — lightweight MCP server for ClearML ☆16
axliupore/mcp-code-runner — MCP server for executing code in Docker containers ☆18

Code Analysis

bgauryy/octocode — MCP server for semantic code search and context generation ☆944
SonarSource/sonarqube-mcp-server — Official SonarQube quality and security for agents ☆656
admica/FileScopeMCP — Codebase dependency diagrams ☆302
janreges/ai-distiller — Fast tool for extracting essential public information from code ☆168
st3v3nmw/sourcerer-mcp — Semantic code search reducing token waste ☆119
micl2e2/code-to-tree — Source code to AST tree conversion ☆87
codacy/codacy-mcp-server — Codacy's MCP Server implementation ☆63
lineai-intelligence/lineai-mcp-server — Codelogic software dependency analysis ☆38
Disentinel/grafema — Semantic code graphs for call chains, data flow, and search ☆36
azer/react-analyzer-mcp — React code analysis and docs generation ☆58
vezlo/src-to-kb — Convert source code to LLM ready knowledge base ☆39
cqfn/aibolit-mcp-server — Aibolit Java static analyzer for AI agents ☆27
kandrwmrtn/cplusplus_mcp — MCP server for C++ codebase analysis using libclang ☆33
j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis. ☆32
isiahw1/mcp-server-bing-webmaster — Bing Webmaster Tools for SEO and analytics ☆25

Debuggers

jasonjmcghee/claude-debugs-for-you — Interactive debugging via MCP and VS Code ☆514
Continuum-AI-Corp/OrcaReplay — Record, replay and fork coding-agent runs ☆263
cameroncooke/reloaderoo — Powerful MCP debugging proxy and CLI inspection tool. ☆125
stass/lldb-mcp — LLDB MCP server ☆113
pansila/mcp_server_gdb — MCP Server to expose the GDB debugging capabilities ☆68

Design & UI

GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆15,909
grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆7,035
21st-dev/magic-mcp — Frontend development with AI like Magic ☆5,923
Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆2,999
hustcc/mcp-mermaid — Generate mermaid diagram and chart with AI MCP dynamically. ☆638
mastergo-design/mastergo-magic-mcp — Connect MasterGo to AI assistants ☆284
public-ui/kolibri — The accessible HTML-Standard ☆282
YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact ☆239
freema/mcp-design-system-extractor — MCP server for extracting design system components ☆69
starwind-ui/starwind-ui-mcp — Starwind UI for Cursor and Windsurf ☆35
themesberg/flowbite-mcp — Figma to code with Flowbite ☆42
themeselection/flyonui-mcp — MCP server for flyonUI ☆32
smartzan63/lucid-mcp-server — Search, export, and create Lucid charts and diagrams ☆19
heilgar/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆26
NonicaTeam/AI-Connector-for-Revit — Issue tracker for the NonicaTab Revit AI Connector ☆16
kapilduraphe/webflow-mcp-server — Webflow MCP server ☆21
2niuhe/mcp_plantuml — Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer ☆16

Diagrams

jinzcdev/markmap-mcp-server — Markdown to interactive mind maps ☆288
veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload ☆212
apeyroux/mcp-xmind — Analyze and query XMind mind maps ☆95
Narasimhaponnada/mermaid-mcp — MCP server for Mermaid diagram generation ☆52

Documentation

upstash/context7 — Up-to-date code docs for LLMs ☆62,406
lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,404
MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,902
kimsungwhee/apple-docs-mcp — Apple Developer Documentation search ☆1,378
andrea9293/mcp-documentation-server — Document management with Gemini ☆344
szeider/consult7 — MCP server to consult a language model with large context size ☆296
Govcraft/rust-docs-mcp-server — Rust documentation lookup ☆297
khromov/svelte-llm-mcp — Svelte developer documentation as an MCP and in llms.txt format ☆158
mrjoshuak/godoc-mcp — Structured Go docs to avoid dumping source into context ☆124
tosin2013/mcp-adr-analysis-server — AI-powered ADR and architecture analysis ☆34
V0v1kkk/DotNetMetadataMcpServer — .NET type metadata for AI coding agents ☆30
yWorks/mcp-typescribe — TypeScript library support for LLMs ☆46
yikakia/godoc-mcp-server — Go package docs from pkg.go.dev ☆38
inkeep/mcp-server-python — Inkeep MCP Server ☆25
Excoriate/mcp-terragrunt-docs — Terragrunt documentation context ☆20
idachev/mcp-javadc — MCP server for decompiling Java .class files to source ☆20
oborchers/mcp-server-docy — Documentation access capabilities ☆18
augmentedivan/fabric-mcp-server — Fabric patterns with AI agents ☆18

IDE & Editors

getsentry/MobileBuildMCP — MCP server for Xcode build operations ☆6,416
isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆1,599
JetBrains/mcp-jetbrains — MCP server for JetBrains IDE integration ☆963
juehang/vscode-mcp-server — VS Code editing features for LLM coding ☆394
r-huijts/xcode-mcp-server — Xcode project management ☆384
hechtcarmel/jetbrains-index-mcp-plugin — JetBrains plugin for MCP index integration ☆347
bigcodegen/mcp-neovim-server — Control Neovim via MCP ☆322
biegehydra/BifrostMCP — VS Code semantic tools via MCP ☆223
tumf/mcp-text-editor — Line-oriented text editing for LLM tools ☆199
hechtcarmel/jetbrains-debugger-mcp-plugin — JetBrains debugger control via MCP ☆107
Tritlo/lsp-mcp — An MCP server that lets you interact with LSP servers ☆124
hloiseau/mcp-gopls — Go LSP server via gopls ☆102
marimo-team/codemirror-mcp — CodeMirror MCP extension ☆79
linw1995/nvim-mcp — MCP server for Neovim integration ☆70
ShenghaiWang/xcodebuild — Xcode iOS build with error feedback ☆84
laurynas-biveinis/elisp-dev-mcp — Emacs Elisp development tools for LLMs ☆47
AB498/code-context-provider-mcp — Code context and analysis for AI ☆20

MCP SDKs

PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆27,887
mark3labs/mcp-go — Go implementation of MCP ☆9,139
QuantGeekDev/mcp-framework — TypeScript framework with auto-discovery ☆930
bhauman/clojure-mcp — Clojure MCP ☆778
php-mcp/laravel — Laravel SDK for building MCP servers ☆476
opgginc/laravel-mcp-server — Laravel package for MCP servers ☆331
Epistates/turbomcp — High-performance MCP framework ☆97
tachyonmcp/tachyon — Java/Kotlin MCP runtime with HTTP, Netty, and sessions ☆31
reflagcom/javascript — JS/TS SDKs for Reflag ☆25
oatpp/oatpp-mcp — C++ MCP implementation for Oat++ framework ☆49
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 ☆6,848
joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆2,181
minhalvp/android-mcp-server — Android device control via adb ☆811
hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol ☆433
InditexTech/mcp-server-simulator-ios-idb — MCP server for iOS simulator via IDB ☆309
mhmzdev/figma-flutter-mcp — Figma design tokens for Flutter code agents ☆245
zillow/auto-mobile — Mobile automation tools with MCP ☆80
JoshuaRileyDev/simulator-mcp-server — MCP server for iOS Simulator control ☆53
Tommertom/awesome-ionic-mcp — Ionic and Capacitor mobile app development ☆46
XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. ☆35
ambar/simctl-mcp — MCP server for iOS Simulator control ☆20

OpenAPI

janwilmake/openapi-mcp-server — Complex OpenAPI exploration with plain language ☆904
ckanthony/openapi-mcp — Dockerized OpenAPI to MCP conversion ☆196
twilio-labs/mcp — OpenAPI to MCP tools and Twilio APIs ☆111
zaizaizhao/mcp-swagger-server — OpenAPI/Swagger to MCP conversion ☆76
kadykov/mcp-openapi-schema-explorer — Token-efficient OpenAPI/Swagger exploration ☆76
ReAPI-com/mcp-openapi — OpenAPI specification MCP server. ☆90
baryhuang/mcp-server-any-openapi — Call APIs via semantic search ☆82
hannesj/mcp-openapi-schema — OpenAPI Schema Model Context Protocol Server ☆49
criteo/openapi-to-mcp — An MCP server for your API ☆34

Package Managers

arvindand/maven-tools-mcp — Maven Central dependency intelligence for JVM build tools ☆33
Artmann/package-registry-mcp — NPM, Cargo, PyPi, NuGet package search ☆39
Bigsy/maven-mcp-server — Maven build and dependency tools ☆34
jeannier/homebrew-mcp — Homebrew package management ☆29
btwiuse/npm-search-mcp-server — MCP server for searching npm packages ☆16
subelsky/bundler_mcp — MCP server for Ruby Bundler integration ☆20

Robotics & Automation

trycua/cua — MCP server for CUA platform ☆26,290
robotmcp/ros-mcp-server — ROS robot control with Claude and GPT ☆1,473
omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server ☆191
wise-vision/ros2_mcp — ROS 2 robotics AI bridge ☆89
abrinsmead/mindpilot-mcp — Visualize code and architect new systems ☆90
lpigeon/unitree-go2-mcp-server — MCP server for Unitree Go2 robot control ☆87
Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions. ☆36

Task Management

cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,148
amxv/mcp-manager — Web UI to manage MCP servers in Claude ☆295

Testing & QA

QAInsights/jmeter-mcp-server — JMeter AI workflow integration ☆73
debugg-ai/debugg-ai-mcp — AI-managed end-to-end testing ☆68
SmartBear/smartbear-mcp — SmartBear's official MCP Server ☆44
mrexodia/user-feedback-mcp — Human-in-the-loop workflow for Cursor ☆53
reportportal/reportportal-mcp-server — MCP server for ReportPortal ☆23
currents-dev/currents-mcp — Currents MCP Server ☆20
hungthai1401/bruno-mcp — MCP Server for running Bruno Collections ☆44
QAInsights/k6-mcp-server — k6 MCP server ☆26

Utilities

anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆1,534
githejie/mcp-server-calculator — A Model Context Protocol server for calculating. ☆159
jsdelivr/globalping-mcp-server — Remote network commands for LLMs ☆64
Mtehabsim/ScreenPilot — AI device control like a human ☆54
zazencodes/random-number-mcp — MCP server for random number generation ☆51
NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI. ☆70
bharathvaj-ganesan/whois-mcp — MCP Server for whois lookups. ☆60
newtype-01/prompthouse-mcp — Personal prompt library manager ☆53
FelixFoster/mcp-enhance-prompt — AI-powered prompt enhancement and generation ☆25
ofek/pycli-mcp — MCP server for any Python command line application ☆23
abhiphile/fermat-mcp — SymPy, NumPy, and Matplotlib in one math engine ☆20
SecretiveShell/MCP-timeserver — Datetime info for agentic systems ☆42
andybrandt/mcp-simple-timeserver — Current time check for Claude via MCP ☆34
TheoBrigitte/mcp-time — Dates and times with natural language and timezones ☆25
fastn-ai/fastn-mcp — Governed, audited access to customer systems of record ☆23
ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation. ☆31

Version Control

github/github-mcp-server — GitHub's official MCP Server ☆33,185
idosal/git-mcp — Free remote MCP for any GitHub project ☆8,423
gitkraken/gk-cli — GitKraken CLI Releases and Documentation ☆461
Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps ☆393
adhikasp/mcp-git-ingest — GitHub repository content reading ☆314
puravparab/Gitingest-MCP — mcp server for gitingest ☆136
kopfrechner/gitlab-mr-mcp — MCP server for GitLab merge requests and issues ☆94
oschina/mcp-gitee — MCP server for Gitee repositories ☆65
Ryan0204/github-repo-mcp — GitHub repository reading ☆31
ddukbg/github-enterprise-mcp — github-enterprise-mcp ☆29
kurdin/github-repos-manager-mcp — GitHub Repos Manager MCP Server for MCP clients ☆22

Embedded & IoT

stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆1,735
tevonsb/homeassistant-mcp — A MCP server for Home Assistant ☆576
lamaalrajih/kicad-mcp — KiCad integration for Mac, Windows, Linux ☆524
Extelligence-ai/bagel — Chat with robotics, drone, IoT data ☆397
voska/hass-mcp — Home Assistant control and queries from LLMs ☆344
recursechat/mcp-server-apple-shortcuts — Apple Shortcuts automation on macOS ☆349
jeff-nasseri/mikrotik-mcp — MCP server for Mikrotik ☆282
hao-cyber/phone-mcp — Control Android phone via ADB ☆246
FradSer/mcp-server-apple-events — Native integration with Apple Reminders and Calendar ☆211
horw/esp-mcp — ESP32 commands and getting started ☆158
johannesPettersson80/codesys-mcp-toolkit — CODESYS industrial automation platform ☆124
LGDiMaggio/predictive-maintenance-mcp — Predictive maintenance and fault diagnosis ☆95
thingsboard/thingsboard-mcp — MCP server for ThingsBoard IoT platform interaction ☆98
vishalmysore/choturobo — Arduino robotics with AI integration ☆79
yoelbassin/gr-mcp — MCP server for GNU Radio ☆50
aqara/aqara-mcp-server — Aqara's official MCP Server ☆44
chrisgleissner/c64bridge — Commodore 64 Ultimate, Ultimate II, and VICE control ☆37
yiwenlu66/PiloTY — AI pilot for PTY operations - control terminals via MCP ☆45
nokia-steward/mcp-redfish — Query DMTF Redfish servers, systems, and network interfaces ☆20
OctoEverywhere/mcp — 3D printing live status and control ☆38
kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. ☆29
thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server ☆31
MiddlePoint-Solutions/mcp-on-android-tv — MCP server on Android TV with ADB ☆22
kukapay/modbus-mcp — Industrial Modbus data for AI ☆25
Hypijump31/bluetooth-mcp-server — bluetooth-mcp-server for Claude AI ☆23
gNucleus/text-to-cad-mcp — gNucleus Text To CAD MCP server ☆18

File Systems & Storage

mark3labs/mcp-filesystem-server — Go filesystem operations via MCP ☆692
cyberchitta/llm-context.py — Python library for LLM context management ☆308
isaacphi/mcp-gdrive — Google Drive file reading ☆283
8b-is/smart-tree — Context-aware AI-crafted replacement for tree command ☆269
rust-mcp-stack/rust-mcp-filesystem — Fast async filesystem operations ☆179
efforthye/fast-filesystem-mcp — High-performance MCP server for file operations ☆62
vespo92/TrueNasCoreMCP — A working TrueNAS Core MCP Server ☆31
exoticknight/mcp-file-merger — MCP server for merging multiple files into one ☆27
Tencent/cos-mcp — Tencent Cloud COS storage integration ☆38
willianpinho/large-file-mcp — Chunk, search, navigate, and stream large files ☆19
NetApp/mcp — Model Context Protocol servers for NetApp services ☆17
Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL ☆35

Finance

Accounting & Budgeting

XeroAPI/xero-mcp-server — Xero accounting API integration ☆370
akutishevsky/lunchmoney-mcp — MCP server for Lunch Money budgeting app ☆107
iiAtlas/hledger-mcp — A local MCP server for interacting with the HLedger cli ☆65
openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X ☆25
minhyeoky/mcp-server-ledger — MCP server for Ledger CLI double-entry accounting ☆51
john-zhang-dev/xero-mcp — Interact with Xero accounting ☆23

Crypto & Blockchain

mcpdotdirect/evm-mcp-server — EVM network interaction for LLMs ☆379
aaronjmars/web3-research-mcp — Deep Research for crypto - free & fully local ☆163
armorwallet/armor-crypto-mcp — Blockchain swaps and strategic planning ☆179
kukapay/crypto-indicators-mcp — Cryptocurrency technical analysis indicators ☆130
alchemyplatform/alchemy-mcp-server — Alchemy blockchain API for AI agents ☆88
twelvedata/mcp — MCP server for real-time financial market data access ☆76
QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API ☆92
Bankless/onchain-mcp — Bringing the bankless onchain API to MCP ☆80
getAlby/mcp — Bitcoin Lightning wallet via Nostr ☆66
norman-finance/norman-mcp-server — AI-powered bookkeeping and tax automation via MCP ☆58
kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. ☆74
AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server. ☆77
bnb-chain/bnbchain-mcp — BNB Chain, BSC, opBNB, Greenfield ☆60
heurist-network/heurist-mesh-mcp-server — Blockchain and web3 via Heurist Mesh ☆67
GoPlausible/algorand-mcp — Algorand Local Model Context Protocol (Server & Client) ☆44
coinpaprika/dexpaprika-mcp — MCP server for DEX trading data and crypto token analytics ☆42
kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. ☆56
shinzo-labs/coinmarketcap-mcp — MCP Implementation for CoinMarketCap ☆51
kukapay/crypto-feargreed-mcp — Crypto Fear & Greed Index data ☆52
anjor/coinmarket-mcp-server — MCP server for CoinMarketCap cryptocurrency data ☆50
kukapay/crypto-sentiment-mcp — Cryptocurrency sentiment analysis ☆47
wowinter13/solscan-mcp — Solana transaction queries ☆47
hive-intel/hive-sdk — Crypto intel for markets, DeFi, wallets, NFTs, and Solana ☆19
kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. ☆41
kukapay/uniswap-trader-mcp — Uniswap token swaps for AI agents ☆40
CoinStatsHQ/coinstats-mcp — Crypto prices, portfolios, and wallets via CoinStats ☆16
kukapay/kukapay-mcp-servers — Suite of MCP servers from Kukapay ☆32
longmans/coin_api_mcp — CoinMarketCap cryptocurrency data ☆36
noditlabs/nodit-mcp-server — Blockchain data via Nodit Web3 API ☆23
kukapay/hyperliquid-info-mcp — MCP server for Hyperliquid DEX data ☆30
kukapay/jupiter-mcp — Jupiter DEX token swaps on Solana ☆29
pwh-pwh/coin-mcp-server — Cryptocurrency info via Bitget API ☆26
devonmojito/ton-blockchain-mcp — TON blockchain interaction ☆26
Codex-Data/codex-mcp — A Model Context Protocol server for the Codex API ☆25
ahnlabio/bicscan-mcp — BICScan MCP Server ☆17
kukapay/token-minter-mcp — ERC-20 token minting for AI agents ☆22
kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. ☆21
magnetai/mcp-free-usdc-transfer — Free USDC transfer via Coinbase CDP ☆21
janswist/mcp-dexscreener — Dexscreener on-chain price checking ☆19
kukapay/crypto-rss-mcp — Real-time cryptocurrency news from multiple RSS feeds ☆17
syronlabs/stellar-mcp — A Stellar MCP to interact with Horizon API and Soroban ☆18
kukapay/defi-yields-mcp — DeFi yield opportunities powered by DefiLlama ☆16
kukapay/crypto-orderbook-mcp — Order-book depth and imbalance on major crypto exchanges ☆16

Payments & Banking

stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,830
razorpay/razorpay-mcp-server — Razorpay's Official MCP Server ☆231
paypal/agent-toolkit — PayPal Agent ☆194
square/square-mcp-server — A Model Context Protocol (MCP) server for square ☆108
PaddleHQ/paddle-mcp-server — Interact with Paddle API ☆51
qonto/qonto-mcp-server — Qonto MCP Server ☆41
atharvagupta2003/mcp-stripe — Stripe payments, customers, and refunds ☆44
Fewsats/fewsats-mcp — Fewsats MCP server ☆21

Stock Data & Analytics

financial-datasets/mcp-server — Financial Datasets stock market API ☆2,300
massive-com/mcp_massive — An MCP server for Massive.com Financial Market Data ☆391
stefanoamorelli/sec-edgar-mcp — A SEC EDGAR MCP (Model Context Protocol) Server ☆359
narumiruna/yfinance-mcp — MCP server for Yahoo Finance stock data and news ☆196
jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis ☆177
OctagonAI/octagon-mcp-server — Public filings, earnings, financial analysis ☆148
HuggingAGI/mcp-baostock-server — MCP server for BaoStock Chinese stock market data ☆119
berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API ☆104
Adity-star/mcp-yfinance-server — Real-time stock data with yfinance ☆54
zlinzzzz/finData-mcp-server — Financial data from Tushare, Wind, DataYes ☆58
AgentX-ai/yahoo-finance-server — Yahoo Finance stock data and news ☆53
Mrbaeksang/korea-stock-analyzer-mcp — Korean stocks from DART filings and KRX quotes ☆23
JamesANZ/prediction-market-mcp — Polymarket, PredictIt, Kalshi data ☆36
OctagonAI/octagon-vc-agents — AI-driven venture capitalist agents ☆33

Trading & Exchanges

alpacahq/alpaca-mcp-server — Trade stocks, ETFs, crypto, options ☆989
ariadng/metatrader-mcp-server — MetaTrader trading platform for AI LLMs ☆810
ferdousbhai/investor-agent — Investor agent building via MCP ☆346
kukapay/freqtrade-mcp — Freqtrade crypto trading bot ☆145
doggybee/mcp-server-ccxt — Cryptocurrency exchange integration via CCXT ☆145
taylorwilsdon/quantconnect-mcp — QuantConnect trading orchestration ☆120
ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio. ☆86
QuantConnect/mcp-server — QuantConnect algo trading interaction ☆77
trade-it-inc/trade-it-mcp — Trade It stocks and crypto trading ☆60
ozgureyilmaz/polymarket-mcp — Polymarket prediction markets data ☆48
mektigboy/server-hyperliquid — Hyperliquid DEX trading integration ☆44
ethancod1ng/binance-mcp-server — Binance exchange API integration ☆32
laukikk/alpaca-mcp — Alpaca stock and crypto trading ☆35
ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets ☆30
paperinvest/mcp-server — Paper trading platform integration ☆24
solangii/upbit-mcp-server — MCP(Model Context Protocol) server for Upbit ☆17

Frameworks & SDKs

mastra-ai/mastra — TypeScript AI agent framework with RAG ☆28,322
lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,557
posit-dev/mcptools — Model Context Protocol For R ☆196
quarkiverse/quarkus-mcp-servers — Model Context Protocol Servers in Quarkus ☆196
agentrpc/agentrpc — Universal RPC layer for AI agents ☆135
vishalmysore/a2ajava — Google A2A protocol for Spring Boot ☆109
strowk/foxy-contexts — Library for MCP context servers ☆114
abap-ai/mcp — ABAP MCP - Model Context Protocol - Server SDK ☆85
tesla0225/mcp-create — Dynamic MCP server creation and management ☆98
mcpdotdirect/template-mcp-server — Template to quickly set up your own MCP server ☆76
particlefuture/1mcpserver — Auto-discover and configure MCP servers ☆52
domdomegg/programmatic-mcp-prototype — Programmatic MCP tool composition ☆43
mojolicious/mojo-mcp — Perl SDK for Model Context Protocol servers and clients ☆21
mcpx-dev/mcp-badges — Get your projects MCP (Model Context Protocol) badges ☆30

Gaming

Coding-Solo/godot-mcp — MCP server for Godot game engine ☆5,805
IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆4,329
CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆1,910
IvanMurzak/Godot-MCP — Godot 4.x editor and runtime for AI agents ☆253
playcanvas/editor-mcp-server — MCP Server for AI automation of the PlayCanvas Editor ☆137
quazaai/UnityMCPIntegration — Enable AI Agents to Control Unity ☆159
pab1it0/chess-mcp — MCP server for Chess.com player data, games and statistics ☆90
codemaestroai/advanced-unity-mcp — Advanced Unity game engine integration ☆94
kkjdaniel/bgg-mcp — MCP server for BoardGameGeek data ☆53
sawa-zen/vrchat-mcp — VRChat API interaction ☆66
IvanMurzak/Unreal-MCP — Unreal Engine 5.7 editor and runtime for AI agents ☆39
jalpp/chessagine-mcp — Advanced chess analysis capabilities ☆31
jifrozen0110/mcp-riot — League of Legends MCP Server ☆27
jiayao/mcp-chess — MCP server for playing chess against AI ☆24

Healthcare & Bioinformatics

genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol ☆643
the-momentum/apple-health-mcp-server — Apple Health data queries with DuckDB ☆270
wso2/fhir-mcp-server — FHIR healthcare API integration ☆137
JamesANZ/medical-mcp — MCP server for medical data processing ☆113
ChristianHinge/dicom-mcp — DICOM server (PACS) interaction ☆101
the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard. ☆100
cafferychen777/ChatSpatial — Spatial transcriptomics via natural language (Python/R) ☆44
akutishevsky/withings-mcp — MCP server for Withings health data integration ☆42
srijanshukla18/xray — MCP server for X-ray analysis ☆52
OHNLP/omop_mcp — MCP server for OMOP medical data standard ☆40
tomekkorbak/oura-mcp-server — MCP server for Oura API integration ☆39
longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings ☆34
longevity-genie/gget-mcp — Bioinformatic gget functions ☆31
longevity-genie/opengenes-mcp — MCP for the open-genes ☆21

LLM Bridges

perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,540
jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,283
DMontgomery40/deepseek-mcp-server — MCP server for DeepSeek language models ☆353
nesquikm/mcp-rubber-duck — MCP bridge to query multiple OpenAI-compatible LLMs ☆176
pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool ☆165
eLyiN/gemini-bridge — Bridge AI agents to Google Gemini via CLI ☆95
choplin/mcp-gemini-cli — MCP server for Gemini CLI integration ☆101
pierrebrunelle/mcp-server-openai — Query OpenAI models from Claude via MCP ☆84
mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop ☆76
merterbak/Grok-MCP — MCP server for xAI Grok API with tool calling and vision ☆51
ruixingshi/deepseek-thinker-mcp — DeepSeek reasoning for MCP-enabled clients ☆70
kamelirzouni/MCP-server-Deepseek_R1 — Connect Claude Desktop with DeepSeek ☆69
amidabuddha/unichat-mcp-server — Unified chat across multiple LLM providers ☆40
andybrandt/mcp-simple-openai-assistant — Use OpenAI GPTs assistants from Claude ☆39
JamesANZ/cross-llm-mcp — ChatGPT, Claude, Gemini, Mistral, Kimi, and DeepSeek APIs ☆16
billster45/mcp-chatgpt-responses — MCP server for OpenAI ChatGPT API with Responses API ☆24
kamelirzouni/MCP-server-Qwen_Max — MCP server for Qwen Max model ☆24
HyperbolicLabs/hyperbolic-mcp — MCP Server for Claude ☆18

Location & Maps

GIS

jjsantos01/qgis_mcp — QGIS Desktop control for language models ☆1,105
mahdin75/gis-mcp — MCP server connecting LLMs to GIS capabilities ☆193
mahdin75/geoserver-mcp — GeoServer geospatial integration ☆92
JordanGunn/gdal-mcp — Geospatial analysis with epistemic reasoning ☆80
BnJam/stac-mcp — An MCP Server for STAC requests ☆18
webcoderz/MCP-Geo — Geocoding MCP server with GeoPY! ☆34

IP Geolocation

briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP using ipinfo.io ☆44
ip2location/mcp-ip2location-io — IP Geolocation MCP server using IP2Location.io API ☆17
iplocate/mcp-server-iplocate — IP geolocation, proxy detection via IPLocate.io API ☆19

Maps & Navigation

baidu-maps/mcp — Baidu Map MCP Server ☆444
mapbox/mcp-server — Mapbox Model Context Protocol (MCP) server ☆356
jagan-shanmugam/open-streetmap-mcp — MCP server for OpenStreetMap data ☆224
tomtom-international/tomtom-maps-mcp — TomTom location, search, routing ☆55
stadiamaps/stadiamaps-mcp-server-ts — Stadia Maps API integration in TypeScript ☆25
kukapay/nearby-search-mcp — Nearby place search with IP-based location ☆22
foursquare/foursquare-places-mcp — Foursquare API tools for Model Context Protocol ☆18

Weather

isdaniel/mcp_weather_server — Weather info via Open-Meteo API ☆61
TimLukaHorstmann/mcp-weather — AccuWeather hourly and daily forecasts ☆35
sjanaX01/weather-mcp-server — A simple minimal weather mcp server :) ☆24
mschneider82/mcp-openweather — mcp server for openweather free api ☆21

MCP Clients

Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,958
genkit-ai/genkit — AI app framework for JavaScript and Go ☆6,456
ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,785
ASCIT31/Dark-Moon — Autonomous pentest host for 80+ security tools ☆967
SecretiveShell/MCP-Bridge — OpenAI-compatible endpoint calling MCP tools ☆930
aeonfun/aeon — GitHub Actions agents with OAuth to remote MCP servers ☆756
mario-andreschak/FLUJO — Local visual agent builder with MCP and multi-model chat ☆627
Lucassssss/eechat — Local AI chat application ☆350
3choff/mcp-chatbot — CLI chatbot with MCP integration demo ☆251
EvalsOne/MCP-connect — Cloud AI access to local Stdio MCP servers ☆240
AI-QL/chat-mcp — Desktop chat app with MCP support ☆240
johannesbrandenburger/typst-mcp — MCP server for Typst markup-based typesetting system ☆181
off-grid-ai/OGAD — On-device MCP client for Mac with a local LLM ☆112
tanaikech/ToolsForMCPServer — MCP server built with Google Apps Script for Gemini CLI ☆106
ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code ☆85
xzq-xu/jvm-mcp-server — JVM-based MCP server implementation ☆90
php-mcp/client — Core PHP implementation for the Model Context Protocol (MCP) Client ☆58
zacharypodbela/django-rest-framework-mcp — MCP server for Django REST Framework ☆54
rakesh-eltropy/mcp-client — REST API and CLI client for MCP with LangChain ☆49

Marketing & Analytics

nowork-studio/notfair-plugin — SEO, GEO, ads, Search Console, and Analytics skills ☆3,853
nowork-studio/notfair-plugin — Google Ads diagnosis, recommendations, and edits ☆3,853
pipeboard-co/meta-ads-mcp — Hosted Facebook and Instagram Ads for AI agents ☆1,275
gomarble-ai/facebook-ads-mcp-server — Facebook and Instagram Ads management ☆366
proxy-intell/facebook-ads-library-mcp — Facebook Ads Library search and access ☆303
open-strategy-partners/osp_marketing_tools — MCP server for marketing automation tools ☆272
surendranb/google-analytics-mcp — Google Analytics 4 data access ☆242
cnych/seo-mcp — SEO tool based on Ahrefs data ☆261
stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager ☆218
gomarble-ai/google-ads-mcp-server — Google Ads performance data analysis ☆144
microsoft/clarity-mcp-server — Microsoft Clarity integration ☆117
amekala/ads-mcp — Google, Meta, LinkedIn, and TikTok campaign management ☆95
AdsMCP/tiktok-ads-mcp-server — TikTok Ads Marketing API integration via MCP ☆49
builtwith/builtwith-mcp — BuiltWith MCP Server ☆40
gvaibhav/TAM-MCP-Server — Market sizing and TAM/SAM analysis ☆36
stape-io/stape-mcp-server — Stape API for Claude, Cursor, and other AI clients ☆17
Kiran1689/storyblok-mcp-server — MCP server for Storyblok CMS management ☆41
rafaelstz/adobe-commerce-dev-mcp — Adobe Commerce Dev MCP Server ☆27
MarketplaceAdPros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads ☆29
jonathan-politzki/smartlead-mcp-server — Smartlead MCP deployment ☆18

Media Processing

3D & Animation

samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆3,111
ATH-MaaS/Pixelle-MCP — Multimodal AIGC with ComfyUI + MCP ☆1,119
abhiemj/manim-mcp-server — Manim animation code execution ☆645
diivi/aseprite-mcp — MCP server for interacting with the Aseprite API ☆587
8beeeaaat/touchdesigner-mcp — MCP server for TouchDesigner ☆547
PatrickPalmer/MayaMCP — Autodesk Maya 3D integration ☆102
pranav-deshmukh/blender-mcp — Blender 3D modeling integration ☆98
wilsonchenghy/ShaderToy-MCP — Create and explore GLSL shaders on ShaderToy ☆50
junmer/mcp-server-lottiefiles — Search and retrieve Lottie animations from LottieFiles ☆19

Audio & Music

varunneal/spotify-mcp — MCP to connect your LLM with Spotify. ☆614
marcelmarais/spotify-mcp-server — Lightweight MCP server for Spotify ☆464
Simon-Kansara/ableton-live-mcp-server — Ableton Live OSC control ☆395
adamjmurray/producer-pal — AI music production assistant for Ableton Live ☆308
tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) ☆274
dschuler36/reaper-mcp-server — An MCP Server for interacting with Reaper projects. ☆124
SkyworkAI/Mureka-mcp — AI lyrics, song, and music generation ☆116
TwelveTake-Studios/reaper-mcp — REAPER DAW mixing, mastering, MIDI, and production ☆68
imprvhub/mcp-claude-spotify — Spotify interaction for Claude Desktop ☆50
vsaez/mcp-spotify-player — MCP server to manage Spotify from MCP clients ☆22

Image Generation

shinpr/mcp-image — AI image generation with Gemini 3 ☆166
awkoy/replicate-flux-mcp — MCP server for Replicate Flux image and SVG generation ☆107
GenWaveLLC/svgmaker-mcp — MCP server for SVG generation ☆87
apinetwork/piapi-mcp-server — PiAPI media: Midjourney, Flux, Kling ☆75
Flyworks-AI/flyworks-mcp — Fast and free zeroshot lipsync MCP server ☆94
hamflx/imagen3-mcp — MCP server for Google Imagen 3 image generation ☆70
WaveSpeedAI/mcp-server — Image and video generation with WaveSpeed AI ☆33
MohamedAbdallah-14/prompt-to-asset — Images from 30+ models through one API ☆21
InhiblabCore/mcp-image-compression — High-performance image compression service ☆34
zxkane/mcp-server-amazon-bedrock — Amazon Bedrock Nova Canvas image generation ☆25

Image Processing

openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆5,201
sunriseapps/imagesorcery-mcp — Image processing operations ☆333
IDEA-Research/DINO-X-MCP — MCP server for DINO-X vision model ☆112
upnorthmedia/ScreenshotMCP — Website screenshot capture and optimization ☆61
groundlight/mcp-vision — Computer vision models as MCP servers ☆62
screenshotone/mcp — A CLI version of an MCP server for the ScreenshotOne API ☆36
nota/gyazo-mcp-server — Official Model Context Protocol server for Gyazo ☆29
MoussaabBadla/code-screenshot-mcp — Generate code screenshots ☆45
stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) ☆39
magarcia/mcp-server-giphy — Giphy GIF integration ☆34
flowy11/imagician — A MCP server for image edition ☆19

Media Services

garylab/pexels-mcp-server — A Pexels MCP Server for Images and Videos searching ☆25

Video

eat-pray-ai/yutu — The AI-powered toolkit that grows your YouTube channel on autopilot. ☆692
kimtaeyoon83/mcp-server-youtube-transcript — YouTube video transcript downloader ☆597
ZubeidHendricks/youtube-mcp-server — YouTube API and video management ☆575
anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube ☆546
burningion/video-editing-mcp — MCP Interface for Video Jungle ☆289
muxinc/mux-ts — Mux Video and Data API wrapper ☆182
tan-yong-sheng/ai-vision-mcp — Image and video analysis capabilities ☆79
Laksh-star/mcp-server-tmdb — MCP Server with TMDB ☆76
luminarylane/fal-mcp-server — Fal.ai image, video, music generation ☆57
nabid-pf/youtube-video-summarizer-mcp — YouTube video captions and summarization ☆62
video-db/agent-toolkit — MCP toolkit for video database operations ☆47
marcindulak/stt-mcp-server-linux — Local speech-to-text for Tmux on Linux ☆24
omergocmen/json2video-mcp-server — json2video API integration ☆26
sinjab/mcp_youtube_extract — YouTube clip information extraction ☆19
TSavo/creatify-mcp — MCP server for AI video generation ☆23
13rac1/videocapture-mcp — MCP server to capture images from webcam or video source ☆19

Monitoring & Observability

grafana/mcp-grafana — MCP server for Grafana ☆3,495
getsentry/sentry-mcp — An MCP server for interacting with Sentry via LLMs. ☆859
mpeirone/zabbix-mcp-server — MCP server for Zabbix monitoring with 40+ tools ☆255
VictoriaMetrics/mcp-victoriametrics — VictoriaMetrics monitoring integration ☆234
comet-ml/opik-mcp — MCP server for Opik LLM evaluation platform ☆221
grafana/loki-mcp — An MCP ( Model Context Protocol ) Server for Grafana Loki ☆171
pydantic/logfire-mcp — The Logfire MCP Server is here! ☆160
langfuse/mcp-server-langfuse — MCP server for Langfuse LLM observability ☆173
Necmttn/ax — Local observability for agent sessions, tools, and costs ☆112
prometheus/prometheus-mcp — MCP server for LLMs to interact with Prometheus ☆109
seekrays/mcp-monitor — MCP server monitoring tool ☆91
last9/last9-mcp-server — Last9 MCP Server ☆62
mcpcap/mcpcap — Network analysis for the AI age ☆51
GeLi2001/datadog-mcp-server — MCP server interacts with the official Datadog API ☆69
rootlyhq/rootly-mcp-server — Rootly MCP server ☆46
mhajder/librenms-mcp — MCP server for LibreNMS management ☆37
metoro-io/metoro-mcp-server — Metoro MCP Server ☆51
RedHatInsights/insights-mcp — Red Hat Insights AI connection ☆25
inspektor-gadget/ig-mcp-server — Container and Kubernetes debugging with AI ☆27
MindscapeHQ/mcp-server-raygun — Raygun error investigation for AI ☆22
gologinapp/gologin-mcp — Manage GoLogin browser profiles, proxies, and fingerprints ☆22
emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication ☆32
ntk148v/alertmanager-mcp-server — MCP server for Prometheus Alertmanager integration ☆25
tumf/grafana-loki-mcp — Grafana Loki MCP Repository ☆29
Pratyay/mac-monitor-mcp — MCP server for macOS system monitoring ☆23
tgeselle/bugsnag-mcp — MCP server for Bugsnag error monitoring ☆24
iLert/mcp-ilert — MCP server for ilert ☆17

Productivity

Atlassian

sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆5,934
aashari/mcp-server-atlassian-bitbucket — Atlassian Bitbucket repositories and PRs ☆162
nguyenvanduocit/jira-mcp — Jira issues and sprints via Go MCP ☆97
aashari/mcp-server-atlassian-jira — Atlassian Jira projects, issues and sprints ☆77
aashari/mcp-server-atlassian-confluence — Atlassian Confluence spaces and pages ☆61
phuc-nt/mcp-atlassian-server — Jira and Confluence integration ☆52
KS-GEN-AI/jira-mcp-server — A test of jira mcp server ☆26
rahulthedevil/Jira-Context-MCP — Jira tickets info for AI coding agents ☆26

Collaboration

evalstate/mcp-miro — MCP server for Miro whiteboard manipulation and sticky creation ☆112
k-jarzyna/mcp-miro — Miro integration for Model Context Protocol ☆66
kintone/mcp-server — kintone official MCP server ☆56
orellazri/coda-mcp — MCP Server for Coda ☆63
hiromitsusasaki/raindrop-io-mcp-server — Raindrop.io bookmark management ☆74
Fibery-inc/fibery-mcp-server — MCP server for Fibery workspace integration ☆29

Documents

zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,996
vivekVells/mcp-pandoc — MCP server for document format conversion using pandoc. ☆582
onebirdrocks/ebook-mcp — MCP server for ebook processing ☆393
baruchiro/paperless-mcp — MCP server for Paperless-NGX document management ☆144
PSPDFKit/nutrient-dws-mcp-server — Nutrient Document Web Services ☆71
vgnshiyer/apple-books-mcp — Apple Books MCP Server ☆57
Unstructured-IO/UNS-MCP — MCP server for Unstructured document processing ☆43
esignaturescom/mcp-server-esignatures — eSignatures.com document signing ☆40
thechandanbhagat/cv-forge — ATS-friendly CVs, cover letters, and job-tailored emails ☆30
danielkennedy1/pdf-tools-mcp — MCP server for PDF manipulation (merge, extract, snippets) ☆32
gpetraroli/mcp_pdf_reader — An MCP server to extraxt/search text from pdf ☆32
intsig-textin/textin-mcp — OCR and document-to-Markdown conversion ☆29
Sohaib-2/pdf-mcp-server — Comprehensive PDF manipulation toolkit. Merge, split, encrypt, optimize PDFs through natural language commands via MCP protocol. ☆16

Google Workspace

taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆3,218
MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts ☆489
v-3/google-calendar — Google Calendar events and scheduling ☆72
baryhuang/mcp-headless-gmail — Gmail without local credentials ☆55
vakharwalad23/google-mcp — Gmail, Calendar, and other Google workspace tools ☆21
giuseppe-coco/Google-Workspace-MCP-Server — Gmail, Calendar, and Drive integration ☆30

Helpdesk & Support

echelon-ai-labs/servicenow-mcp — MCP Server for ServiceNow ☆297
effytech/freshdesk_mcp — Freshdesk support ticket integration ☆69
modesty/fluent-mcp — MCP server for Fluent (ServiceNow SDK) ☆31
quickchatai/quickchat-ai-mcp — The Quickchat AI MCP server ☆24

Learning & Flashcards

ankimcp/anki-mcp-server — MCP server for Anki spaced repetition flashcards ☆492
scorzeth/anki-mcp-server — An MCP server for Anki ☆184
jinzcdev/leetcode-mcp-server — MCP server for LeetCode problems and solutions ☆150
nietus/anki-mcp — MCP server for anki ☆39
rember/rember-mcp — A Model Context Protocol (MCP) server for Rember. ☆63
doggybee/mcp-server-leetcode — MCP server for LeetCode coding challenges ☆43
spacholski1225/anki-connect-mcp — MCP implementation for Anki Web ☆24

Microsoft 365

haris-musa/excel-mcp-server — Excel file manipulation ☆4,197
Softeria/ms-365-mcp-server — Microsoft 365 and Office via Graph API ☆994
sbroenne/mcp-server-excel — Excel MCP Server - 23 tools for AI-powered automation ☆789
InditexTech/mcp-teams-server — MCP server for Microsoft Teams integration ☆400
merill/lokka — MCP for Microsoft 365 and Graph ☆301
pnp/cli-microsoft365-mcp-server — Manage Microsoft 365 using MCP server ☆133
Norcim133/OutlookMCPServer — MCP Server for msgraph - mail, calendar, files ☆16

Note-taking & Docs

RafalWilinski/mcp-apple-notes — RAG over Apple Notes for Claude ☆414
lostintangent/gistpad-mcp — Personal knowledge and daily notes management ☆208
Vortiago/mcp-outline — AI assistants with Outline docs ☆155
entanglr/zettelkasten-mcp — MCP server implementing Zettelkasten knowledge management ☆164
gornskew/cyborg-whisperer — Manage Lisply lisp-speaking backends ☆54
2slides/mcp-2slides — MCP Server for 2slides - AI agent for PPT generation ☆32
ONLYOFFICE/docspace-mcp — DocSpace MCP Server ☆31
Piotr1215/mcp-obsidian — simple mcp server for interacting with local obsidian notes ☆23
akseyh/bear-mcp-server — MCP Server integration for Bear note app ☆45
joshylchen/zettelkasten — Zettelkasten notes with search, links, CLI, API, and web ☆39
danield137/mcp-workflowy — An MCP server for workflowy ☆28
Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs ☆23
louis030195/easy-obsidian-mcp — wire your brain to AGI through the best obsidian MCP ☆18

Notion

makenotion/notion-mcp-server — Official Notion MCP Server ☆4,644
suekou/mcp-notion-server — MCP server for Notion API with Markdown conversion ☆920
danhilse/notion_mcp — Notion integration with advanced formatting ☆208
Badhansen/notion-mcp — Notion workspace management ☆31

Obsidian

MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆4,444
bitbonsai/mcpvault — Lightweight Obsidian vault access ☆1,673
StevenStavrakis/obsidian-mcp — A simple MCP server for Obsidian ☆735

Project Management

mondaycom/mcp — AI agents with secure data access ☆425
makeplane/plane-mcp-server — Plane's Official Model Context Protocol Server ☆328
jerhadf/linear-mcp-server — MCP server for Linear issue tracking ☆347
taskade/mcp — MCP server for Taskade project management ☆165
tacticlaunch/mcp-linear — MCP server for Linear project management ☆147
roychri/mcp-server-asana — MCP server for Asana task and project management ☆148
its-dart/dart-mcp-server — Dart AI Model Context Protocol (MCP) server ☆128
aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support ☆119
feuerdev/keep-mcp — MCP server for Google Keep ☆103
georgeantonopoulos/Basecamp-MCP-Server — Basecamp 3+ project management ☆100
tonyzorin/youtrack-mcp — YouTrack server, ARM64 and AMD64 ☆96
taazkareem/clickup-mcp-server — ClickUp MCP Server - project management with AI ☆51
m0xai/trello-mcp-server — A simple yet powerful MCP server for Trello. ☆54
EduBase/MCP — MCP server for EduBase e-learning platform ☆28
Teamwork/mcp — Teamwork.com MCP server ☆26
kelvin6365/plane-mcp-server — MCP server for Plane.so project management ☆40
kocakli/Trello-Desktop-MCP — Trello integration for Claude Desktop via MCP ☆38
bivex/kanboard-mcp — MCP server for Kanboard project management integration ☆28
Prat011/mcp-server-monday — MCP Server to interact with Monday.com boards and items ☆34
khaoss85/mcp-orchestro — Task breakdown, dependencies, and progress for AI teams ☆16

Tasks & Calendar

screenpipe/screenpipe — Searchable screen text and audio history via MCP; source-available under the Screenpipe Commercial License ☆21,696
nspady/google-calendar-mcp — MCP integration for Google Calendar to manage events. ☆1,188
Doist/todoist-mcp — Todoist tools for AI agents ☆552
abhiz123/todoist-mcp-server — Todoist natural language task management ☆393
Omar-V2/mcp-ical — Interact with MacOS Calendar ☆333
zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude ☆165
dominik1001/caldav-mcp — CalDAV calendar sync ☆101
alexarevalo9/ticktick-mcp-server — TickTick task management ☆73
stanislavlysenko0912/todoist-mcp-server — Todoist Rest API and Sync API ☆63
takumi0706/google-calendar-mcp — Google Calendar for Claude Desktop ☆59
arpitbatra123/mcp-googletasks — MCP server for Google Tasks management ☆49
flesler/mcp-tasks — Efficient task management with views ☆47
jen6/ticktick-mcp — TickTick task management with filtering ☆66
awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior! ☆51
urbanogardun/things3-mcp — MCP server for Things3 integration on macOS ☆24
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 — Cal.com event types, bookings, and schedule data ☆19

Wiki & Collaboration

anyproto/anytype-mcp — AI with Anytype encrypted local data ☆525
ProfessionalWiki/MediaWiki-MCP-Server — Connect AI with any MediaWiki ☆134
yuna0x0/hackmd-mcp — HackMD note-taking integration ☆67
HenryHaoson/Yuque-MCP-Server — Yuque mcp server ☆68
growilabs/growi-mcp-server — GROWI wiki search and retrieval for AI answers ☆19

Research & Science

oOo0oOo/lean-lsp-mcp — Lean Theorem Prover MCP ☆517
szeider/mcp-solver — Constraint optimization and solving ☆183
NellyW8/MCP4EDA — RTL-to-GDSII automation with LLM ☆111
Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP with 14 security layers ☆84
SecretiveShell/MCP-wolfram-alpha — Wolfram Alpha computational intelligence ☆75
neuromechanist/matlab-mcp-tools — MATLAB pipelines by section and figure inspection ☆18

Sandboxing & Execution

superradcompany/microsandbox — fast branchable microVM for any workload ☆8,406
dagger/container-use — MCP server for container orchestration ☆4,046
sandbaseai/sandbase-harness — Sandboxed local agent runtime with approvals and audit ☆670
Automata-Labs-team/code-sandbox-mcp — Secure code sandbox in Docker ☆327
bazinga012/mcp_code_executor — Execute Python in Conda environment ☆211
alfonsograziano/node-code-sandbox-mcp — MCP server for Node.js code sandbox execution ☆157
hopx-ai/mcp — Execute code in isolated cloud containers ☆156
gradion-ai/ipybox — Python code execution sandbox with MCP tool calling ☆74
r33drichards/mcp-js — MCP server exposing V8 JavaScript runtime for AI agents ☆57
yepcode/mcp-server-js — JavaScript MCP server framework by YepCode ☆46
hileamlakB/Python-Runtime-Interpreter-MCP-Server — Safe Python runtime interpreter ☆28
gwbischof/outsource-mcp — Give your AI assistant its own AI assistants. ☆30

Search & Extraction

Academic Research

blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆3,172
JackKuo666/Google-Scholar-MCP-Server — Search Google Scholar papers ☆408
reading-plus-ai/mcp-server-deep-research — Comprehensive research with reports ☆215
adityak74/mcp-scholarly — A MCP server to search for accurate academic articles. ☆186
andybrandt/mcp-simple-arxiv — arXiv paper search and reading ☆199
andybrandt/mcp-simple-pubmed — PubMed medical research search ☆172
takashiishida/arxiv-latex-mcp — MCP server for arXiv LaTeX paper retrieval ☆146
kaliaboi/mcp-zotero — Zotero collections for Claude Desktop ☆164
JackKuo666/PubMed-MCP-Server — Search and analyze PubMed articles ☆129
OctagonAI/octagon-deep-research-mcp — AI-powered comprehensive research and analysis ☆94
akalaric/mcp-wolframalpha — Wolfram Alpha integration for Python ☆86
HzaCode/OneCite — Parse and format academic references ☆66
szeider/mcp-dblp — Access DBLP computer science bibliography ☆45
drAbreu/alex-mcp — MCP server for OpenAlex ☆56
prashalruchiranga/arxiv-mcp-server — arXiv API via natural language ☆39
hbg/mcp-paperswithcode — MCP interface for PapersWithCode API ☆26
JackKuo666/bioRxiv-MCP-Server — Access bioRxiv papers ☆25
mochow13/google-scholar-mcp — MCP server for Google Scholar written in TypeScript ☆24
gemy411/multi-agents-research — Kotlin multi-agent research server on Ktor ☆16

Data APIs

cantian-ai/bazi-mcp — Bazi Chinese astrology information ☆433
Rudra-ravi/wikipedia-mcp — Retrieve Wikipedia information ☆295
ahonn/mcp-server-gsc — Google Search Console data access ☆272
hellokaton/unsplash-mcp-server — A MCP server for Unsplash image search. ☆237
deadletterq/mcp-opennutrition — MCP server for nutrition data and analysis ☆208
cameronrye/openzim-mcp — MCP server for OpenZIM archive access ☆138
damionrashford/RivalSearchMCP — MCP server for competitive search analysis ☆131
OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. ☆154
cswkim/discogs-mcp-server — MCP Server for Discogs ☆125
8enSmith/mcp-open-library — MCP server for Open Library book and author search ☆94
yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data ☆89
zoomeye-ai/mcp_zoomeye — MCP server for ZoomEye network asset information ☆82
riemannzeta/patent_mcp_server — MCP Server for USPTO data ☆80
Linked-API/linkedapi-mcp — LinkedIn account control and data retrieval ☆68
anysiteio/anysite-mcp-server — LinkedIn data access ☆65
imprvhub/mcp-domain-availability — MCP server to check domain availability ☆59
r-huijts/rijksmuseum-mcp — Rijksmuseum artwork exploration ☆72
djalal/quran-mcp-server — Quran.com verses, translations, tafsir ☆72
0xDAEF0F/job-searchoor — A simple MCP server that delivers you jobs based on your needs ☆65
yamanoku/baseline-mcp-server — Web API Baseline status information ☆37
amurshak/congressMCP — US Congress data for AI agents ☆32
zzaebok/mcp-wikidata — Wikidata API implementation ☆49
joelio/stocky — An MCP server for searching and downloading stock photography. ☆27
jhomen368/overseerr-mcp — Overseerr/Seerr media search, requests, and library ☆23
JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation. ☆38
adawalli/nexus — MCP Server to make searching openrouter easy ☆23
mikechao/metmuseum-mcp — Met Museum art collection discovery ☆35
Himalayas-App/himalayas-mcp — Remote job search, listings, candidates, and salaries ☆21
DappierAI/dappier-mcp — MCP server for Dappier AI integration ☆43
angheljf/nyt — MCP server for New York Times article search ☆19
cameronrye/activitypub-mcp — Fediverse browsing and interaction via ActivityPub ☆17
parallel-web/task-mcp — Hosted deep research and dataset enrichment via Parallel ☆16
kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM ☆26
siva010928/multi-chat-mcp-server — MCP server for multi-chat capabilities ☆26
delorenj/mcp-server-ticketmaster — Ticketmaster Discovery API ☆25
r-huijts/opentk-mcp — MCP server for Dutch parliamentary data via OpenTK ☆22
AshwinSundar/congress_gov_mcp — Query US Congress.gov API ☆19

News & Content

lfnovo/content-core — Extract what matters from any media source ☆174
erithwik/mcp-hn — MCP Server for Hackernews ☆76
imprvhub/mcp-rss-aggregator — RSS feed aggregation for Claude Desktop ☆27
pskill9/hn-server — Hacker news MCP server ☆40
format37/youtube_mcp — youtube transcriber mcp server ☆32
the0807/GeekNews-MCP-Server — GeekNews MCP Server ☆18

Web Search Engines

exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆5,047
tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆2,401
Aas-ee/open-webSearch — MCP server for open web search ☆1,821
nickclyde/duckduckgo-mcp-server — MCP server for DuckDuckGo search ☆1,503
brave/brave-search-mcp-server — Brave Search with AI summarization ☆1,467
ihor-sokoliuk/mcp-searxng — Private SearXNG web search for AI assistants ☆1,260
mrkrsl/web-search-mcp — Local web search for Claude Desktop ☆1,149
kagisearch/kagimcp — Official Kagi search MCP server ☆528
pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED) ☆470
jae-jae/g-search-mcp — Parallel Google search with summaries ☆273
serpapi/serpapi-mcp — SerpApi MCP Server for Google and other search engine results ☆173
superagents-lab/search1api-mcp — MCP server for web search and crawl via Search1API ☆173
nkapila6/mcp-local-rag — RAG-like web search via MCP ☆135
ChanMeng666/server-google-news — MCP server for Google News integration ☆129
SecretiveShell/MCP-searxng — SearXNG search for agentic systems ☆131
mikechao/brave-search-mcp — MCP server for Brave Search with filtering options ☆126
isnow890/naver-search-mcp — MCP server for Naver search integration ☆85
tanigami/mcp-server-perplexity — Perplexity API chat with citations ☆95
ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server ☆94
zhsama/duckduckgo-mcp-server — MCP server for DuckDuckGo web search ☆87
leehanchung/bing-search-mcp — MCP Server for Bing Search API ☆79
OvertliDS/mcp-searxng-enhanced — SearXNG web search with category awareness ☆55
pwilkin/mcp-searxng-public — Query public SearXNG instances ☆55
ubie-oss/mcp-vertexai-search — A MCP server for Vertex AI Search ☆38
Tomatio13/mcp-server-tavily — MCP Server for Tavily API integration ☆50
garylab/serper-mcp-server — A Serper MCP Server ☆39
ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API ☆44
mnhlt/WebSearch-MCP — MCP server for web search integration ☆41

Security

Identity & Access

auth0/auth0-mcp-server — Auth0 tenant management via natural language ☆122
sshaaf/keycloak-mcp-server — MCP server for Keycloak identity and access management ☆47
firstorderai/authenticator_mcp — Authenticator App for AI agents ☆45
atomicchonk/roadrecon_mcp_server — Azure AD ROADrecon analysis for Claude ☆51
ChristophEnglisch/keycloak-model-context-protocol — Keycloak user and realm management ☆46
hieuttmmo/entraid-mcp-server — EntraID via Microsoft Graph API ☆41
descope-sample-apps/descope-mcp-server-stdio — Descope user management and audits ☆36
kapilduraphe/okta-mcp-server — Okta MCP Server ☆22

MCP Security

eqtylab/mcp-guardian — Manage / Proxy / Secure your MCP Servers ☆201
kapilduraphe/mcp-watch — Security scanner for MCP servers ☆136
82ch/MCP-Dandan — MCP security with real-time proxying ☆66
postralai/masquerade — The Privacy Firewall for LLMs ☆78
kontext-security/attestable-mcp-server — Hardware attestation for MCP server integrity ☆21
AIM-Intelligence/AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting ☆22
cromwellian/hippycampus — REST endpoint to MCP conversion ☆20

Network & Firewall

vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy ☆85
intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder ☆26

Pentesting & OSINT

PortSwigger/mcp-server — MCP Server for Burp ☆1,184
w0h1v/mcp-maigret — Maigret OSINT user account collection ☆264
w0h1v/mcp-shodan — MCP server for Shodan - device search, IP recon, CVE intel ☆173
w0h1v/mcp-virustotal — VirusTotal API queries ☆150
roadwy/cve-search_mcp — CVE database security queries ☆107
mobb-dev/bugsy — Automatic security vulnerability remediation for your code. ☆69
StacklokLabs/osv-mcp — An MCP server for OSV ☆42
GitGuardian/ggmcp — Scan and remediate hardcoded secrets ☆37
w0h1v/mcp-dnstwist — DNS fuzzing for phishing detection ☆51
nickpending/mcp-recon — Tellix conversational recon interface ☆30
gnlds/mcp-cve-intelligence-server-lite — CVE intelligence from NVD, MITRE, GitHub ☆19

Reverse Engineering

mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆12,314
LaurieWired/GhidraMCP — MCP Server for Ghidra ☆10,180
zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,825
LING71671/open-reverselab — Ghidra, Frida, x64dbg, Rizin, and YARA in one lab ☆1,179
symgraph/GhidrAssistMCP — An native MCP server extension for Ghidra ☆745
zinja-coder/apktool-mcp-server — APK Tool for Android reverse engineering ☆656
fosdickio/binary_ninja_mcp — Binary Ninja plugin for LLM integration ☆439
radareorg/radare2-mcp — MCP stdio server for radare2 ☆309
13bm/GhidraMCP — Active Socket based MCP Server for Ghidra ☆140
pullkitsan/mobsf-mcp-server — MobSF APK and IPA security scanning ☆22

SIEM & SecOps

beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆2,181
MorDavid/BloodHound-MCP-AI — BloodHound integration with AI through MCP ☆375
CrowdStrike/falcon-mcp — CrowdStrike Falcon security analysis ☆257
gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM ☆236
securityfortech/secops-mcp — All-in-one security testing toolbox via MCP ☆214
cycodehq/cycode-cli — SAST, SCA, Secrets, IaC security scanning ☆100
panther-labs/mcp-panther — Detections, alerts, and log queries ☆47
zxzinn/opencti-mcp — OpenCTI threat intelligence platform ☆40
qianniuspace/mcp-security-audit — MCP server for security auditing ☆57
slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ☆44
Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x ☆52
fr0gger/MCP_Security — This is a repository to experiment with MCP for security ☆51
Contrast-Security-OSS/mcp-contrast — MCP Server for Contrast Security ☆23
jyjune/mcp_vms — MCP server for controlling and accessing a video surveillance system ☆17
gbrigandi/mcp-server-cortex — MCP Server for Cortex ☆17

Social Media

iFurySt/RedNote-MCP — MCP server for accessing RedNote(XiaoHongShu, xhs). ☆1,112
karanb192/reddit-mcp-buddy — Clean Reddit data: posts, search, users ☆836
dialog-tools/reddit-research-mcp — Reddit research with structured insights ☆250
HagaiHen/facebook-mcp-server — Facebook posts, comments, insights automation ☆225
adhikasp/mcp-twikit — Twitter interaction via MCP ☆235
Xquik-dev/x-twitter-scraper — X/Twitter search, profiles, posting, and media download ☆205
Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration ☆200
34892002/bilibili-mcp-js — Bilibili video search MCP service ☆193
trypeggy/instagram_dm_mcp — Instagram Direct messages MCP ☆182
anwerj/youtube-uploader-mcp — Upload, update, and schedule YouTube videos ☆55
LuniaKunal/mcp-twitter — Manage your twitter account using mcp ☆60
jaipandya/producthunt-mcp-server — MCP server for Product Hunt data access ☆54
macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets. ☆29
ertiqah/linkedin-mcp-runner — LinkedIn content analysis and posting ☆31
AbdelStark/nostr-mcp — Nostr posting and interaction ☆38
laulauland/bluesky-context-server — Bluesky MCP server ☆34
jonathan-politzki/mcp-writer-substack — Bridge Substack writings to Claude ☆32
mbelinky/x-mcp-server — MCP server to post on x.com with OAuth v1 and v2 ☆23
gwbischof/bluesky-social-mcp — A Bluesky MCP ☆16

Sports

r-huijts/strava-mcp — Strava fitness data integration ☆490
rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server ☆80
guillochon/mlb-api-mcp — MCP server for MLB baseball statistics ☆59
RobSpectre/mvf1 — Python package and CLI for MultiViewer For F1 ☆19
yeonupark/mcp-soccer-data — Real-time football data ☆39
mikechao/balldontlie-mcp — MCP server for NBA, NFL, MLB sports data ☆26
lenwood/cfbd-mcp-server — An MCP server enabling CFBD API queries within Claude Desktop. ☆28
kw510/strava-mcp — MCP server with Strava OAuth on Cloudflare Workers ☆26
tomekkorbak/strava-mcp-server — MCP server for Strava API integration ☆24
willvelida/mcp-afl-server — Australian Football League data from Squiggle ☆17
r-huijts/firstcycling-mcp — MCP server for professional cycling data from FirstCycling ☆19

Text-to-Speech

mbailey/voicemode — Natural voice conversations with Claude Code ☆1,375
mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server ☆82

Translation

caol64/wenyan-mcp — Markdown formatting and translation to Chinese ☆1,324
aymericzip/intlayer — MCP server for Intlayer internationalization ☆836
DeepL/deepl-mcp-server — Translation with DeepL API ☆115
translated/lara-mcp — Lara Translate API with language detection ☆97
mmntm/weblate-mcp — Manage Weblate projects, components, and translations ☆22

Travel & Transport

openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent ☆543
cobanov/teslamate-mcp — MCP server for TeslaMate vehicle data and analytics ☆140
pab1it0/tripadvisor-mcp — MCP server for Tripadvisor location data and reviews ☆64
r-huijts/ns-mcp-server — MCP server for Dutch Railways (NS) travel information ☆62
Pradumnasaraf/aviationstack-mcp — MCP for AviationStack API - real-time flight data ☆25
mfukushim/map-traveler-mcp — Virtual traveler library for MCP ☆24
sunsetcoder/flightradar24-mcp-server — Model Context Protocol server for Flight Tracking ☆47
variflight/variflight-mcp — Variflight services implementation ☆32
KyrieTangSheng/mcp-server-nationalparks — US National Parks info via NPS API ☆41
campertunity/mcp-server — Search campgrounds, check availability, and book campsites ☆17
JordanDalton/DoorDash-MCP-Server — MCP server for DoorDash delivery service integration ☆25

Web Scraping

ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆31,246
apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆8,409
firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆7,510
brightdata/brightdata-mcp — All-in-one public web access solution ☆2,656
jae-jae/fetcher-mcp — Playwright web page content fetching ☆1,086
etsd-tech/mcp-pointer — DOM element pointing for agents ☆597
tinyfish-io/agentql-mcp — AgentQL data extraction integration ☆181
scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server ☆169
just-every/mcp-read-website-fast — Fast webpage to markdown conversion ☆160
pskill9/website-downloader — MCP server to download entire websites ☆157
cyberchitta/scrapling-fetch-mcp — Access bot-protected websites ☆118
just-every/mcp-screenshot-website-fast — Fast webpage screenshots for LLMs ☆110
supadata-ai/mcp — Video and web scraping for Claude ☆64
webscraping-ai/webscraping-ai-mcp-server — MCP server for AI-powered web scraping ☆44
crawlbase/crawlbase-mcp — MCP server connecting AI agents with real-time web data ☆58
Decodo/mcp-server — Decodo web scraping for MCP clients ☆37
puremd/puremd-mcp — Unblock, scrape, and search tools for MCP clients ☆60
pragmar/mcp-server-webcrawl — Web crawler data and archives connection ☆46
ananddtyagi/webpage-screenshot-mcp — MCP server for webpage screenshot capture ☆58
djannot/puppeteer-vision-mcp — Web scraping with AI-driven interaction handling ☆48
olostep/olostep-mcp-server — Live web scrape, crawl, batch extract, and search ☆23
wong2/mcp-jina-reader — Jina Reader MCP Server ☆47
DevEnterpriseSoftware/scrapi-mcp — MCP server for using ScrAPI to scrape web pages. ☆18
levz0r/html-to-markdown-mcp — HTML to Markdown converter using Turndown ☆25

🏆 Top 100 by Stars

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

upstash/context7 — Up-to-date code docs for LLMs ☆62,406
ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆52,543
mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,768
microsoft/playwright-mcp — Playwright MCP server ☆37,550
github/github-mcp-server — GitHub's official MCP Server ☆33,185
feder-cr/invisible_playwright_mcp — AI browser agent, ships as an MCP server and a web UI ☆31,653
ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆31,246
oraios/serena — Semantic code retrieval and editing toolkit ☆29,784
mastra-ai/mastra — TypeScript AI agent framework with RAG ☆28,322
vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆28,157
PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆27,887
trycua/cua — MCP server for CUA platform ☆26,290
Skyvern-AI/skyvern — Automate browser based workflows with AI ☆23,058
czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆22,983
screenpipe/screenpipe — Searchable screen text and audio history via MCP; source-available under the Screenpipe Commercial License ☆21,696
apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆17,162
googleapis/mcp-toolbox — Open source database MCP toolbox ☆16,487
GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆15,909
zilliztech/claude-context — Code search for Claude Code agents ☆12,567
elie222/inbox-zero — AI email assistant for inbox zero ☆12,330
mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆12,314
tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆12,008
instantdb/instant — Modern Firebase with real-time database ☆10,522
LaurieWired/GhidraMCP — MCP Server for Ghidra ☆10,180
wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆9,737
awslabs/mcp — AWS MCP servers for AI assistants ☆9,730
mark3labs/mcp-go — Go implementation of MCP ☆9,139
lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,557
idosal/git-mcp — Free remote MCP for any GitHub project ☆8,423
apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆8,409
superradcompany/microsandbox — fast branchable microVM for any workload ☆8,406
Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,958
firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆7,510
BrowserMCP/mcp — Browser control for AI applications ☆7,126
grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆7,035
mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆6,848
GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,711
genkit-ai/genkit — AI app framework for JavaScript and Go ☆6,456
getsentry/MobileBuildMCP — MCP server for Xcode build operations ☆6,416
lharries/whatsapp-mcp — WhatsApp MCP server ☆6,310
baserow/baserow — No-code database, apps, agents with AI ☆5,992
sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆5,934
21st-dev/magic-mcp — Frontend development with AI like Magic ☆5,923
Coding-Solo/godot-mcp — MCP server for Godot game engine ☆5,805
executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,655
lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,404
openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆5,201
Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆5,079
exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆5,047
makenotion/notion-mcp-server — Official Notion MCP Server ☆4,644
MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆4,444
antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,382
IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆4,329
archestra-ai/archestra — Enterprise AI guardrails, registry, gateway, and orchestrator ☆4,303
cloudflare/mcp-server-cloudflare — Cloudflare services management ☆4,282
CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆4,225
haris-musa/excel-mcp-server — Excel file manipulation ☆4,197
dagger/container-use — MCP server for container orchestration ☆4,046
basicmachines-co/basic-memory — AI conversations that remember context ☆4,032
nowork-studio/notfair-plugin — SEO, GEO, ads, Search Console, and Analytics skills ☆3,853
nowork-studio/notfair-plugin — Google Ads diagnosis, recommendations, and edits ☆3,853
bytebase/dbhub — Token-efficient multi-database MCP ☆3,562
grafana/mcp-grafana — MCP server for Grafana ☆3,495
metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆3,358
crystaldba/postgres-mcp — Postgres with read/write access and performance ☆3,340
taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆3,218
blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆3,172
samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆3,111
Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆2,999
zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,996
supabase/mcp — Connect Supabase to your AI assistants ☆2,921
zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,825
sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,766
metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,686
brightdata/brightdata-mcp — All-in-one public web access solution ☆2,656
perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,540
tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆2,401
financial-datasets/mcp-server — Financial Datasets stock market API ☆2,300
jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,283
stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆2,206
joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆2,181
beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆2,181
cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,148
benborla/mcp-server-mysql — MCP server for MySQL database operations ☆2,134
containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆2,118
chatmcp/mcpso — directory for Awesome MCP Servers ☆2,107
microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆2,029
IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆2,021
nottelabs/notte — Framework to build web agents ☆2,002
CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆1,910
MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,902
korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,847
stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,830
Aas-ee/open-webSearch — MCP server for open web search ☆1,821
ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,785
julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,776
WordPress/mcp-adapter — Bridge Abilities API to MCP ☆1,757
stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆1,735
chigwell/telegram-mcp — MCP server for Telegram messaging ☆1,690
bitbonsai/mcpvault — Lightweight Obsidian vault access ☆1,673

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
.github		.github
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
repositories.yaml		repositories.yaml

Latest commit

History

Folders and files

Repository files navigation

Awesome MCP

AI Agents

Code Assistants

Human-in-the-Loop

Multi-Agent

Reasoning & Prompts

AI Memory & RAG

Memory

RAG

AI Platforms

Aggregators & Gateways

Aggregators

Gateways & Proxies

Platforms & Registries

Browser Automation

AI Automation

Browser Tools

Cloud Services

DevTools

Playwright

CLI Tools

CRM & ERP

Cloud & Infrastructure

AWS

Cloud Platforms

Kubernetes

Virtualization & IaC

Communication & Messaging

Apple Messages

Email

Messengers

Notifications

Team Chat

Voice & Telephony

Data & Analytics

AI/ML Platforms

Data APIs

Data Exploration

Data Platforms

Jupyter & Notebooks

Visualization

Databases

Analytics & Warehouses

Cache & Key-Value

Cloud Platforms

Graph Databases

Multi-Database Tools

NoSQL & Document

SQL Databases

Search Engines

Spreadsheets & No-Code

Streaming & Messaging

Time-Series & Metrics

Vector Databases

Developer Tools

API Tools

CI/CD & DevOps

Code Analysis

Debuggers

Design & UI

Diagrams

Documentation

IDE & Editors

MCP SDKs

Mobile Development

OpenAPI

Package Managers

Robotics & Automation

Task Management

Testing & QA

Utilities

Version Control

Embedded & IoT

File Systems & Storage

Finance

Accounting & Budgeting