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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

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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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Lokalise MCP Tool
typescript

Bridges MCP clients with Lokalise to add translation keys for Lokalise projects.

mdrafee03/mcp-lokalise
4 stars
Bybit
python

Provides full Bybit v5 data, trading, positions, and account management via MCP.

bcusack/bybit-py-mcp
4 stars
DB2i
typescript

Provides read-only access to IBM i DB2i data with schema, table, view, and constraint inspection via MCP clients.

strom-capital/mcp-server-db2i
4 stars
Geocontext
typescript

Provides spatial context services for location queries, including geocoding, altitude, and administrative/cadastral data via MCP.

mborne/geocontext
4 stars
Interface Validator
typescript

Provides OpenAPI-driven interface validation to ensure frontend-backend consistency and real-time feedback.

xiaoxiaofeiya/mcp-interface-validator
4 stars
Outscraper
python

Provides MCP access to Outscraper data extraction tools for business intelligence and location data.

outscraper/outscraper-mcp
4 stars
Decoupler
python

Provides an MCP-based interface for scRNA-Seq data IO, pathway/TF inference, clustering and plotting tools.

scmcphub/decoupler-mcp
4 stars
Interactive Shell
typescript

Provides interactive, persistent PTY shell sessions with full terminal emulation for LLM-driven command execution.

lightos/interactive-shell-mcp
4 stars
Pypreader
javascript

Provides a bridge to inspect installed Python packages by exposing descriptions, directories, and source code via MCP.

zakahan/pypreader-mcp
4 stars
LaTeX
python

Provides creation, editing, reading, and validation of LaTeX documents via MCP, with templates and package management.

robertodure/mcp-latex-server
4 stars
Lenny’s Podcast
other

Provides an HTTP MCP endpoint to search and retrieve Lenny Rachitsky podcast transcripts by topic and guest.

akshayvkt/lenny-mcp
4 stars
Symphony of One
javascript

Provides centralized multi-agent coordination for Claude instances with real-time chat, task management, and a shared workspace.

ai-wes/claude-symphony-of-one-mcp
4 stars
IIIF Images
javascript

Provides access to IIIF manifests and images with region extraction capabilities.

mikeapp/mcp-iiif-images
4 stars
Gemini OCR
python

Provides OCR capabilities powered by Gemini, exposing image-to-text endpoints for file and base64 inputs via an MCP server.

windoc/gemini-ocr-mcp
4 stars
OSM Edit
python

Python-based MCP server enabling AI assistants to read, search, validate, and edit OpenStreetMap data via stdin/stdout.

skywinder/osm-edit-mcp
4 stars
FDEP
python

Provides a static analysis MCP server with 40+ tools for enterprise-scale Haskell code, enabling real-time queries and insights.

juspay/fdep-mcp-server
4 stars
MCP-A2A-Gateway
python

Bridges MCP with the A2A protocol to enable MCP clients to discover, register, and manage A2A agents and tasks.

yw0nam/mcp_a2a_gateway
4 stars
Miyabi MCP Bundle
typescript

Provides an all-in-one MCP server for Claude Desktop with tools, agents, skills, and secure, zero-config operation.

shunsukehayashi/miyabi-mcp-bundle
4 stars
Knowledge
python

Provides private semantic search over local documents with multi-context organization and OCR support.

maxzrff/knowledgemcp
4 stars
n8n
typescript

Provides an MCP interface to manage n8n workflows, execute automations, and inspect results via an external client.

nikolausm/n8n-mcp-server
4 stars
Ly
typescript

Provides access to Taiwan’s Legislative Yuan API v2 including bills, committees, gazettes, meetings, interpellations, IVODs, and laws.

narumiruna/ly-mcp
4 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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