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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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Codebase RAG
python

MCP server for code retrieval from a fully indexed codebase using CocoIndex

allentcm/mcp-codebase-rag
12 stars
Timeplus
python

Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities.

timeplus-io/mcp-timeplus
12 stars
Kibela
typescript

MCP server implementation that enables AI assistants to search and reference Kibela content

kj455/mcp-kibela
12 stars
PageSpeed
javascript

Pull pagespeed data using this MCP server.

phialsbasement/pagespeed-mcp-server
12 stars
Data Intelligence
Officialpython

Provides MCP-based access to IBM Data Intelligence services through local stdio or HTTP(S) endpoints for secure, extensible client interactions.

ibm/data-intelligence-mcp-server
11 stars
Quant2Ptrader
typescript

Converts Ju Quant strategies to Ptrade format, with auto-save and detailed conversion reports.

guangxiangdebizi/quant2ptrader-mcp
11 stars
DX Toolkit
typescript

Provides an MCP server and AI development tools for agentic workflows, including web search, AI answers, and content extraction.

youdotcom-oss/dx-toolkit
11 stars
Criterion
typescript

Provides access to Quran and Hadith search and verse retrieval via an MCP endpoint.

balajsaleem/criterion
11 stars
Flightradar24
javascript

Provides real-time and historical flight data through an MCP server for live positions, aircraft and airport details, and flight histories.

flightradar24/fr24api-mcp
11 stars
Telephony
typescript

Provides telephony actions like making voice calls and sending SMS via Vonage, enabling LLMs to perform real-world tasks.

khan2a/telephony-mcp-server
11 stars
Self
python

Provides tool-assisted Self protocol integration, code generation, config reading, and debugging capabilities for privacy-preserving identity verification.

selfxyz/self-mcp
11 stars
Vendure
typescript

Provides programmatic access to Vendure CLI commands, project analysis, and real-time tooling for local Vendure projects.

vendurehq/mcp
11 stars
MCP SSH SRE
typescript

Provides read-only server diagnostics over SSH, returning structured results to an MCP client.

ohare93/mcp-ssh-sre
11 stars
Personal Knowledge
typescript

Indexes local documents and serves MCP-based search and retrieval for AI clients.

kyodule/personal-knowledge-mcp
11 stars
Studio
javascript

Turns CLIs into MCP endpoints using Studio, exposing inputs and tool calls for AI agents.

studio-mcp/studio
11 stars
Real-time Stock Analysis
python

Provides real-time stock data and analytics through MCP tools including search, K-line data, fundamentals, valuation, financials, market trends, and smart ratings.

dannywongisavailable/real-time-stock-mcp-service
11 stars
Trae OpenSpec
javascript

Provides an OpenSpec-based MCP server that creates projects, generates specs, and optimizes code via Trae AI.

leon30083/trae-openspec-mcp
11 stars
VOICEVOX TTS
typescript

Provides VOICEVOX based text-to-speech via MCP with multi-speaker control, streaming playback, and cross-platform support.

kajidog/mcp-tts-voicevox
11 stars
Browser DevTools
typescript

Provides browser automation, debugging, and observability for AI assistants with Playwright-based browser runtime.

serkan-ozal/browser-devtools-mcp
11 stars
GoldRush
typescript

Exposes Covalent's GoldRush APIs as MCP resources and tools with STDIO and HTTP transports.

covalenthq/goldrush-mcp-server
11 stars
Memory Shell Detector
python

Provides Java memory shell detection and cleanup capabilities via MCP with local or SSH execution.

ruoji6/memory-shell-mcp
11 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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