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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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Qwen Video Understanding
python

Provides a bridge for Claude and other agents to analyze long videos and images using Qwen3-VL on Modal.

adamanz/qwen-video-mcp-server
1 stars
vHal
python

A server that analyzes vHAL properties, discovers Android source implementations, and guides VHAL development.

feevlic/vhal-mcp-server
1 stars
AGI
javascript

Provides persistent memory for AI systems by connecting to the AGI Memory database, enabling memory types, vector search, clustering, and identity maintenance.

randyandrade/agi-mcp-server
1 stars
Financial Analyst
python

An MCP server for interactive stock analysis using a local LLM with data fetched via yfinance and visualized with matplotlib.

prakharsinghdev/mcp-powered-financial-analyst
1 stars
ModelScope Image
javascript

Provides image generation via ModelScope Qwen/Qwen-Image with MCP clients using full generation parameters.

yuandeshoulian/mcp-local-modelscope-image
1 stars
RateMySupervisor
python

Provides an MCP server to query RateMySupervisor data with intelligent name matching for mentors, departments, and reviews.

cjl196/ratemysupervisor_mcp
1 stars
Attio Simple
typescript

Provides an MCP server to manage Attio CRM objects via AI clients, with schema discovery and type-safe operations.

mlemos/attio-simple-mcp-server
1 stars
Dust
typescript

A TypeScript-based MCP server providing data sources, agents, and conversation tooling via JSON-RPC.

ma3u/dust-mcp-server-postman-railway
1 stars
ICloud Calendar
python

Provides access to view and create iCloud Calendar events via an MCP client using a Python runtime.

hermanerku/icloud-calendar-mcp-python
1 stars
GitHub
typescript

Provides access to GitHub user repositories via HTTP and stdio MCP transports.

kh-mahmoud/streamable-mcp
1 stars
Aurai Advisor
python

Provides remote guidance for local AI with multi-provider support, persistent history, and GUI configuration.

lzmw/mcp-aurai-server
1 stars
Zentao
typescript

Provides Zentao data access and actions through MCP for bugs, stories, and test cases via natural language.

tytt/zentao-mcp
1 stars
MyAIGist
python

Provides document intelligence and knowledge management with a persistent vector store using Claude Sonnet 4.5 for summarization and Q&A, and OpenAI embeddings for retrieval.

schwim23/myaigist_mcp
1 stars
HWpx
javascript

Executes MCP-based editing for HWPX documents, enabling open/edit/save cycles with robust integrity and diverse editing tools.

dayoooun/hwpx-mcp
1 stars
xCOMET
typescript

Evaluates translation quality and detects errors using xCOMET for automated translation workflows.

shuji-bonji/xcomet-mcp-server
1 stars
Gemini Google Web Search
javascript

Provides Google Web Search via Gemini API with citations and grounding for MCP clients.

louxsye/google-web-search-mcp
1 stars
Business Design
typescript

Local MCP server for creating and managing business design canvases, SWOTs, personas, and related analyses via a structured set of tools.

albertogferrario/business-design-mcp
1 stars
GA4
python

Provides GA4 data access, configuration, privacy, and BI automation via the MCP interface.

gatescrispy/mcp-ga4-ultimate
1 stars
Novel Processing
python

Provides an MCP server for intelligent novel segmentation and bulk rewrite task management with a Web UI and Cursor integration.

imohuan/novel-segmentation-mcp
1 stars
Relay Protocol
typescript

Provides a Relay Protocol MCP server for cross-chain bridging, multi-chain swaps, pricing, and token discovery across 50+ networks and 1000+ tokens.

warengonzaga/relay-protocol-mcp-server
1 stars
Gravatar
typescript

Provides access to Gravatar avatars, profiles, and AI-inferred interests via MCP endpoints.

automattic/mcp-server-gravatar
1 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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