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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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OpenAPI
typescript

CLI tool to create an MCP server exposing services from an OpenAPI specification

jaceromri/openapi-mcp-proxy
6 stars
Sandbox
python

A MCP server for secure Python code execution with artifact capture, virtual environment support, and LM Studio integration

scooter-lacroix/sandbox-mcp
6 stars
Tongyi Wanxiang
typescript

Provides MCP endpoints to generate images and videos using Tongyi Wanxiang’s AI capabilities via MCP protocol.

suixinlei/tongyi-wanx-mcp-server
6 stars
Rollbar
typescript

MCP server implementation for Rollbar API integration

hiyorineko/mcp-rollbar-server
6 stars
HeFeng Weather
typescript

an mcp server for hefeng weather api

shanggqm/hefeng-mcp-weather
6 stars
Qdrant OpenAI
python

Provides semantic search over Qdrant collections using OpenAI embeddings with list and info capabilities.

amansingh0311/mcp-qdrant-openai
6 stars
Dart
typescript

dart

egyleader/dart-mcp
6 stars
Gentoro
typescript

Integration layer between MCP Clients and Gentoro MCP Server implementation

gentoro-gt/mcp-nodejs-server
6 stars
Deepseek QGIS
python

Provides two-way MCP access to QGIS to manage projects, layers, and processing from an MCP client.

kicker315/deepseek_qgis_mcp
6 stars
Coolify
javascript

Delivers programmatic MCP tools and CLI commands to manage Coolify deployments and related resources.

felixallistar/coolify-mcp
6 stars
Turbo Docs
typescript

Provides up-to-date Turbo documentation via MCP tools for Handbook and Reference sections.

pinzonjulian/turbo-docs-mcp-server
6 stars
Volume Wall Detector
javascript

Provides real-time stock volume analysis, volume-wall detection, imbalance tracking, and after-hours analysis with MongoDB persistence.

cognitive-stack/volume-wall-detector-mcp
6 stars
Python
python

Provides a Python-based MCP server that extracts import relationships and contextual code for code graph analysis.

hesiod-au/python-mcp
6 stars
CloudStack
typescript

High-performance MCP server enabling CloudStack API integration with complete VM management, discovery, and secure MCP support.

phantosmax/cloudstack-mcp-server
6 stars
Semantic Scholar
python

This powerful MCP server bridges the gap between AI assistants and academic research by providing direct access to Semantic Scholar's comprehensive database. Whether you're conducting literature reviews, exploring citation networks, or seeking academic insights, this server offers a streamlined interface to millions of research papers.

alperenkocyigit/semantic-scholar-graph-api
6 stars
Archicad
python

Provides an Archicad MCP server powered by Tapir, exposing Archicad commands to MCP clients like Claude.

lgradisar/archicad-mcp
6 stars
Shell
javascript

Provides secure, whitelisted shell command execution for LLMs with resource, timeout, and output size controls.

kevinwatt/shell-mcp
6 stars
DocuMCP
javascript

Provides a comprehensive system for generating and orchestrating code documentation with vector search and multi-agent workflows.

yannicktm/docu-mcp
6 stars
Playwright
python

Exposes core Playwright browser automation capabilities via a simple, scalable MCP API.

alexrwilliam/playwright-mcp-server
6 stars
Mallory
python

Delivers real-time cyber threat intelligence via an MCP server for agents to access vulnerabilities, threat actors, malware, techniques, and other cyber-relevant content.

malloryai/mallory-mcp-server
6 stars
STAC
python

Provides access to STAC catalogs for geospatial data discovery with dual text and JSON outputs.

bnjam/stac-mcp
6 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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