Best MCP Servers

Chroma MCP

Chroma vector database for agents

Official Chroma server. Gives an assistant tools to create collections, add documents, and run vector, full-text and metadata searches on a Chroma database.

chromavector-databaseembeddingsretrieval

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ClickHouse MCP

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Query ClickHouse from an AI assistant

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MCP Toolbox for Databases

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Google's open source MCP server for databases

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MongoDB MCP Server

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Official MongoDB and Atlas server

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MotherDuck MCP

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Run DuckDB and MotherDuck queries

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Neon MCP

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Manage Neon Postgres with natural language

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Postgres MCP Pro

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Postgres access with performance analysis

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