Awesome MCP Servers

A collection of servers for the Model Context Protocol.

Memory
Knowledge graph-based persistent memory system
PostgreSQL
Read-only database access with schema inspection
Sqlite
Database interaction and business intelligence capabilities
Chroma
official
Embeddings, vector search, document storage, and full-text search with the open-source AI application database
ClickHouse
official
Query your ClickHouse database server.
Fireproof
official
Immutable ledger database with live synchronization
GreptimeDB
official
Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
Hologres
official
Connect to a Hologres instance, get table metadata, query and analyze data.
MCP Toolbox for Databases
official
Open source MCP server specializing in easy, fast, and secure tools for Databases.
Milvus
official
Search, Query and interact with data in your Milvus Vector Database.
MotherDuck
official
Query and analyze data with MotherDuck and local DuckDB
Neo4j
official
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
Neon
official
Interact with the Neon serverless Postgres platform
OceanBase
official
MCP Server for OceanBase database and its tools
Powerdrill
official
An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.
Qdrant
official
Implement semantic memory layer on top of the Qdrant vector search engine
SingleStore
official
Interact with the SingleStore database platform
StarRocks
official
Interact with StarRocks
Tinybird
official
Interact with Tinybird serverless ClickHouse platform
Verodat
official
Interact with Verodat AI Ready Data platform
Airtable
Read and write access to Airtable databases.
BigQuery
BigQuery database integration with schema inspection and query capabilities
BigQuery
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
bytebase/dbhub
📇 Universal database MCP server supporting mainstream databases.
Data Exploration
MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
Database
Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite
Mongo
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
MongoDB
A Model Context Protocol Server for MongoDB
MongoDB Lens
Full Featured MCP Server for MongoDB Database.
MySQL
MySQL database integration with configurable access controls and schema inspection
Nile Postgres
Manage and query databases, tenants, users, auth using LLMs
NocoDB
Manage NocoDB server, support read and write databases
Snowflake
Snowflake database integration with read/write capabilities and insight tracking
Trino MCP Server
A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.

Model Context Protocol FAQ

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