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Find the best MCP servers to give your AI agents external tools.

Browse a curated directory of MCP servers - connect your agents to APIs, databases, and external tools without wiring up each integration from scratch. Verified, scored, and ready to install.

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MCP Servers Database

Find the best MCP servers to give your AI agents external tools.

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12916 MCP servers

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MATLAB
javascript

The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation.

williamcloudqi/matlab-mcp-server
54 stars
Zotero
python

A Model Control Protocol (MCP) connector for integrating your local Zotero with Claude

gyger/mcp-pyzotero
54 stars
MCP Docs Service
typescript

MCP Documentation Management Service - A Model Context Protocol implementation for documentation management

alekspetrov/mcp-docs-service
54 stars
MCP DuckDB Knowledge Graph Memory Server
typescript

MCP Memory Server with DuckDB backend

izumisy/mcp-duckdb-memory-server
54 stars
CodeMerge
python

Provides code merging via an MCP server using the Osmosis-Apply-1.7B model for direct edits or edited code returns.

osmosis-ai/osmosis-apply-1.7b-mcp
53 stars
x64dbg
python

Bridges x64dbg with LLMS to provide direct access to debugging functionality through prompts.

wasdubya/x64dbgmcp
53 stars
Azure AI Agent Service + Azure AI Search
python

Provides MCP server implementations to connect Claude Desktop with Azure AI Search, either via the Agent Service or direct Azure AI Search with multiple data sources.

farzad528/mcp-server-azure-ai-search
53 stars
User Feedback
python

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

mrexodia/user-feedback-mcp
53 stars
Azure AI Agent Service + Azure AI Search
python

Provides two MCP server options to connect Claude Desktop with Azure AI Search capabilities, including agent service and direct search integration.

farzad528/mcp-server-azure-ai-agents
53 stars
TickTick
python

Enhance your TickTick workflow with MCP server. Better filtering interface

jen6/ticktick-mcp
53 stars
pyATS
python

Provides a model-driven MCP server that wraps Cisco pyATS and Genie for structured STDIO interactions and safe CLI actions.

automateyournetwork/pyats_mcp
53 stars
Semantic Scholar
python

🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.

jackkuo666/semanticscholar-mcp-server
53 stars
Mermaid Validator
javascript

A Model Context Protocol server that validates and renders Mermaid diagrams.

rtuin/mcp-mermaid-validator
53 stars
Crypto Fear & Greed Index
python

Providing real-time and historical Crypto Fear & Greed Index data

kukapay/crypto-feargreed-mcp
53 stars
Azure DevOps
typescript

Provides a comprehensive MCP server to manage Azure DevOps work items, boards, repos, and more via a unified API.

ryancardin15/azuredevops-mcp
53 stars
MCP Scholar
python

A Google Scholar search and analysis service based on the MCP protocol.

renyumeng1/mcp_scholar
53 stars
MCP Jobs Server
javascript

Provides zero-setup, multi-source job postings search and normalization via MCP, with optional advanced crawling controls.

mergedao/mcp-jobs
52 stars
FastAPI MCP SSE Server
python

A working example to create a FastAPI server with SSE-based MCP support

panz2018/fastapi_mcp_sse
52 stars
Chrome Tools
typescript

Provides tools to interact with Chrome via DevTools Protocol for remote control, scripting, and inspection.

nicholmikey/chrome-tools-mcp
52 stars
Freee
typescript

Provides an MCP server that exposes freee API calls for Claude with OAuth 2.0 PKCE and multi-company support

him0/freee-mcp
52 stars
Todoist
typescript

Full implementation of Todoist Rest API & support Todoist Sync API for MCP server

stanislavlysenko0912/todoist-mcp-server
52 stars
FAQ

Frequently Asked Questions

Common questions about MCP servers, the Model Context Protocol, and how to use this directory.

An MCP server is a program that connects an AI agent to external tools, data, or context using the Model Context Protocol (MCP), an open standard for tool integration. Instead of writing a custom integration for every tool, an agent that speaks MCP can connect to any MCP server to read files, query a database, browse the web, control a browser, or call an API. This directory lists MCP servers you can connect to clients like Claude Code, Codex, Cursor, and others.

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