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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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arxiv-search
python

Provides arXiv search and paper retrieval via an MCP server for easy agent integration.

markmcd/arxiv-search-mcp
2 stars
HotNews
javascript

Provides real-time hot topics from major Chinese platforms via MCP for easy integration with AI models.

hanweiit007/mcp-hotnews-server
2 stars
KAIA
typescript

Provides multi-protocol DeFi access and live blockchain actions via MCP for AI agents on the KAIA network.

tamago-labs/kaia-mcp
2 stars
A-MEM
javascript

Provides an agentic memory graph for LLM agents with automatic note extraction, linking, and semantic retrieval via MCP protocol.

tobs-code/a-mem-mcp-server
2 stars
Zotero Dev
typescript

Provides MCU-style access to Zotero for UI inspection, JS execution, plugin management, and debugging through an MCP client.

introfini/mcp-server-zotero-dev
2 stars
MCP Handoff Server
javascript

Provides structured handoff documents, progress tracking, and organized storage for MCP-enabled AI teamwork.

dazeb/mcp-handoff-server
2 stars
MCP Jupyter Complete Server
javascript

Provides MCP endpoints to manage Jupyter notebook cells through position-based operations and VS Code integration.

tofunori/mcp-jupyter-complete
2 stars
Airflow
python

Provides a dedicated MCP server to inspect Airflow DAGs, runs, and logs with structured JSON responses.

madamak/apache-airflow-mcp-server
2 stars
Odoo
python

Exposes Odoo data sources and actions as MCP endpoints for querying partners, quotations, sales orders, and invoices via LLMs.

alberto-re/mcp-server-odoo
2 stars
Excel
javascript

Provides a configurable MCP server to automate Excel operations, including data analysis, editing, formatting, borders, VBA, and workbook management.

kousunh/excel-mcp-server
2 stars
Filesystem
javascript

Provides secure filesystem access to AI assistants in Code Maestro Desktop with controlled, token-efficient operations.

codemaestroai/filesystem-mcp
2 stars
Lodgify
python

Provides MCP endpoints for Lodgify data to fetch properties, bookings, and calendar information.

fast-transients/lodgify-mcp-server
2 stars
Solar2D
python

Provides a Python-based MCP server to run, debug, and interact with Solar2D projects via MCP clients.

sensiblecoder/solar2d-mcp
2 stars
Pharo NC
python

Provides a local MCP server to evaluate Pharo Smalltalk expressions and fetch Pharo system information via NeoConsole.

mumez/pharo-nc-mcp-server
2 stars
Anki
javascript

Provides programmatic access to Anki cards, supporting creation, retrieval, updates, media handling, and batch operations via MCP.

letuanvu08/anki-mcp
2 stars
Querysharp
javascript

Provides an MCP server that connects to Querysharp to monitor PostgreSQL performance and fetch optimization recommendations.

weepulse/querysharp-mcp
2 stars
WinCC Unified MCP XT
javascript

Exposes WinCC Unified GraphQL functionalities as MCP tools for authentication, object browsing, tag reads, historical data, alarms, and tag writes.

mrwan84/wincc-unified-mcp-xt
2 stars
MCP Shop Server
typescript

Provides automated deal discovery across Amazon, eBay, and deal sites using automated browsing to fetch prices and offers.

johan-perso/mcp-shop-server
2 stars
Pulsar Edit
typescript

Provides an MCP server to control the Pulsar editor, enabling chat-based and programmatic commands for editing and project interactions.

drunnells/pulsar-edit-mcp-server
2 stars
Confluence
typescript

Provides Confluence data (spaces, pages, comments, search) via MCP with secure authentication and optimized tooling.

enjoyzl/mcp-server-confluence-ts
2 stars
Stacks AI
typescript

Unified MCP server providing access to 6 DeFi protocols on Stacks Bitcoin Layer 2 with 144+ tools for lending, trading, staking, and governance.

stack-ai-mcp/stacks-mcp-server
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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