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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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Astro
python

Provides universal access to astronomical data across surveys via a single MCP server with natural language and programmatic interfaces.

sandyyuan/astro_mcp
3 stars
OpenAlex
typescript

Provides an OpenAlex MCP server to search, retrieve, and classify scholarly works, authors, institutions, topics, and more.

reetp14/openalex-mcp
3 stars
F1
javascript

Provides real-time telemetry, tire and race analytics with Monte Carlo strategy simulations for Formula 1 data

stagsz/f1-mcp-server
3 stars
Agent Communication
typescript

Provides room-based, Slack-like inter-agent messaging via MCP with room management, message exchange, long-polling, and admin tools.

mkxultra/agent-communication-mcp
3 stars
AWS FIS
python

Provides read-only access to AWS FIS data with optional write capabilities for creating and managing fault injection experiments.

radiumgu/aws-fis-mcp-server
3 stars
Org-roam
python

Provides MCP access to your org-roam data, enabling read and write operations for notes and links.

aserranoni/org-roam-mcp
3 stars
MCP Storybook Image Generator
typescript

Generates storybook images and matching children’s stories using Google Gemini with instant previews and local output.

falahgs/mcp-storybook-image-generator
3 stars
Cisco NSO
python

Provides NSO data and operations to MCP clients, enabling AI-powered automation and tool-based interactions.

dbono711/cisco-nso-mcp-server
3 stars
Wassenger
javascript

Provides WhatsApp automation via Wassenger API with messages, groups, analytics, and workflows for MCP-enabled AI clients.

wassengerhq/mcp-wassenger
3 stars
Searchfox
javascript

Provides access to Searchfox code search across Mozilla repos and file retrieval via MCP.

canova/searchfox-mcp
3 stars
Flowbite
javascript

Provides AI-assisted access to Flowbite UI components and an AI-driven theme generator for branded designs.

themesberg/flowbite-mcp
3 stars
No
python

A playful MCP server that wraps No as a Service and consistently answers with artificial reasoning for every query.

clafoutis42/no-mcp
3 stars
Binspire
typescript

Connects LLMs to the Binspire API, providing standardized tools and contextual data for AI-driven waste management agents.

binspireai/mcp
3 stars
Azure Log Analytics
typescript

Allows natural language queries to be translated into KQL and executed against Azure Log Analytics, with results formatted for LLM consumption.

mananshahtr/azure-log-analytics-mcp
3 stars
Gong
typescript

Provides access to Gong workspace data via MCP: list calls, details, transcripts, users, and search.

justinbeckwith/gongio-mcp
3 stars
Scripting Docs
other

Provides a persistent multilingual document index for ScriptingApp docs and a query endpoint for CLI/LMM consumption.

jaxsonwang/scripting-docs-mcp
3 stars
UART
python

Provides a UART MCP server that enumerates, opens, configures, and communicates with serial ports for text and binary data.

donnel666/uart-mcp
3 stars
MCP Character Tools
typescript

Provides 14+ character and text analysis tools to support character-level insights for LLMs.

aaryan-kapoor/mcp-character-tools
3 stars
Colombia
typescript

Provides up-to-date Colombia data via MCP tools for geography, tourism, history, and infrastructure.

crexative/colombia-mcp-server
3 stars
RPG
typescript

Deterministic, multi-world embodied AI simulation engine with physics, persistence, and rule-based action validation.

mnehmos/rpg-mcp
3 stars
ContextStream
typescript

Provides persistent memory, semantic search, and impact analysis for MCP clients and editors.

contextstream/mcp-server
3 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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