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What is an MCP server?

The Model Context Protocol (MCP) is an open standard that lets AI assistants like Claude plug into outside tools and data. An MCP server is a small program that exposes one such capability — your files, a database, GitHub, Slack — through that standard interface.

What does it do?

Once connected, the AI can actually use the server: read and write files, query a database, search the web, open a pull request. Each server adds a new set of actions your assistant can take, without custom glue code.

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sql-server-mcp-macos

SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)

DatabasesCloudTypeScript
1
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827 servers

File Systems

256 servers

Monitoring

249 servers

Databases

164 servers

Cloud

151 servers

Communication

125 servers

forge-cascade-mcp

AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

AI & MLPython
1

grist-mcp-server

11 tools for managing Grist documents with AI

AI & MLTypeScript
3

reftrixmcp

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

Web & SearchTypeScript
1

fixgraph-mcp

Search 25K+ verified engineering fixes by error or technology. For developers and AI agents.

Web & SearchAI & MLJavaScript
2

anki-mcp-server

Verified

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

ProductivityTypeScript
344
MCPStore
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4.5k servers