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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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Paper Read
typescript

Local MCP server for parsing PDFs, extracting structures, analyzing math, generating code, and visualizing experiments with local LLM support.

lxy-hqu/-mcp-for-paper-read-based-on-ai-ide
2 stars
Atlassian
typescript

MCP server that exposes Atlassian Confluence and Jira tools for automation and AI-assisted workflows.

xuanxt/atlassian-mcp
2 stars
WebSearch
other

Provides access to Tencent Cloud Web Search API via an MCP HTTP endpoint with authentication headers.

tencent/websearchmcp
2 stars
1000 Genomes Project
other

Provides real-time access to 1000 Genomes data via MCP over HTTP/S or STDIO transport for variant, sample, and genotype queries.

dnaerys/onekgpd-mcp
2 stars
SkySQL
javascript

Provides an interface to manage SkySQL database instances and interact with SkyAI Agents via the MCP.

skysqlinc/skysql-mcp
2 stars
Tuba Workflow
python

Exposes Tuba.ai workflow control as MCP tools for running, monitoring, and updating your vision pipelines.

devisionx/tuba-workflow-mcp-server
2 stars
Pop
typescript

Provides a programmable interface to Polkadot development tools, enabling contract, parachain, and runtime work through an MCP-enabled AI assistant.

r0gue-io/pop-mcp
2 stars
Cangje Docs
other

Provides an MCP-based local document search server to query Cangjie language documentation for Claude Code.

ystyle/cangje-docs-mcp
2 stars
SE MCP For Plugin Dev Server
other

Provides an MCP server for Space Engineers plugin development with decompiled game data and an HTTP transport for remote coding agents.

viktor-ferenczi/se-mcp-for-plugin-dev
2 stars
AI Calls
typescript

Exposes an HTTP MCP server to run IDE-powered refactorings via AI assistants, enabling tools like rename_symbol.

rokstrnisa/ai-calls-editor
2 stars
Filesystem
rust

Rust-based MCP server offering read, write, edit, search, and binary operations on filesystem trees with safety protections.

ssoj13/filesystem-mcp-rs
2 stars
Ontology RL Commerce Agent
python

RL-powered commerce agent integrating ontology reasoning, memory, and a Gradio UI for end-to-end shopping interactions.

shark8848/ontology-mcp-server-rl-stable-baselines3
2 stars
Mo Bus
python

An MCP server that provides AI-powered bus route planning for Bhubaneswar, Cuttack, and Puri using geocoding, stops, routes, and fare data.

himanshumohanty-git24/mobusmcp
2 stars
Rubygems
other

Provides access to RubyGems data, Ruby versions, and related information via MCP tools and resources.

amkisko/rubygems_mcp.rb
2 stars
TOON
python

Provides a token-optimized JSON converter and context manager to reduce token usage in MCP workflows.

aj-geddes/toon-context-mcp
2 stars
MCP-ANY-REST
rust

Provides an MCP runtime to connect RESTful services to AI via MCP with transport options and a structured config.

xiangweizeng/mcp-any-rest
2 stars
Phone-a-Friend
python

Enables real-time, session-based communication between Claude Code instances for listener/caller interactions.

taylorsatula/phone-a-friend-mcp
2 stars
ShotGrid
rust

Provides a Rust-based MCP server to interact with ShotGrid data via MCP endpoints and tools.

ssoj13/shotgrid-mcp-rs
2 stars
PackagePrivacy
other

MCP server that runs privacy compliance analyses for Android apps/SDKs, enabling end-to-end workflows with decompilation, code analysis, and reporting.

stonehill-2345/package-privacy
2 stars
SQLite MCP Tool
python

Provides a Python-based MCP server to delete rows from SQLite tables with simple filters.

cnzhangxy51/sqlite-tool
2 stars
Ranex
other

Provides 10 MCP tools for AI governance, security scans, state machine validation, and AI integration.

anthonykewl20/ranex-framework
2 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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