hummusonrails/couchbase-mcp-server

mcp-notion-server

4.4

by suekou

MCP Server for the Notion API, enabling LLM to interact with Notion workspaces. Additionally, it employs Markdown conversion to reduce context size when communicating with LLMs, optimizing token usage and making interactions more efficient.

mcp-alchemy

4.4

by runekaagaard

MCP Alchemy is a model context protocol server that connects Claude Desktop to various databases, enabling advanced database exploration and query execution.

mcp-clickhouse

4.3

by ClickHouse

An MCP server for ClickHouse that allows executing SQL queries and managing databases and tables.

supabase-mcp

4.2

by supabase-community

Connect your Supabase projects to AI assistants using the Model Context Protocol (MCP) server.

mcp-server-qdrant

4.0

by qdrant

The mcp-server-qdrant is a Model Context Protocol server designed to integrate with the Qdrant vector search engine, providing a semantic memory layer for storing and retrieving information.

genai-toolbox

4.0

by googleapis

MCP Toolbox for Databases is an open source MCP server for databases, designed to simplify and secure the development of database tools.

sqlite-explorer-fastmcp-mcp-server

3.9

by hannesrudolph

SQLite Explorer MCP Server provides safe, read-only access to SQLite databases using the FastMCP framework.

supabase-mcp

3.9

by coleam00

A Model Context Protocol (MCP) server that provides tools for interacting with a Supabase database. This server enables AI assistants to perform database operations through a standardized interface.

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

postgres-mcp

3.8

by crystaldba

Postgres MCP Pro is an open-source Model Context Protocol server designed to enhance database performance and management through advanced tools and features.

osv-mcp

3.8

by StacklokLabs

An MCP server providing access to the OSV database for querying vulnerability information.

mcp-server-mysql

3.7

by benborla

A Model Context Protocol server for MySQL databases using NodeJS, enabling LLMs to inspect schemas and execute SQL queries.

mcp-proxy

3.7

by TBXark

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

mcp-databricks-server

3.7

by RafaelCartenet

This is a Model Context Protocol (MCP) server for executing SQL queries against Databricks using the Statement Execution API.

anyquery

3.7

by julien040

Anyquery is a versatile SQL query engine that allows users to run SQL queries on various data sources, including files, databases, and applications, with support for LLMs and MySQL server functionality.

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

mcp-google-sheets

3.7

by xing5

mcp-google-sheets is a Python-based MCP server that connects MCP-compatible clients to Google Sheets API for automation and data manipulation.

airtable-mcp-server

3.7

by domdomegg

A Model Context Protocol server that provides read and write access to Airtable databases, enabling LLMs to inspect database schemas and manage records.

mcp-server-milvus

3.6

by zilliztech

The MCP Server for Milvus enables seamless integration between LLM applications and the Milvus vector database, providing a standardized way to connect LLMs with the context they need.

atlas-mcp-server

3.6

by cyanheads

ATLAS (Adaptive Task & Logic Automation System) is a project, knowledge, and task management system for LLM Agents, implemented as a Model Context Protocol (MCP) server.

prometheus-mcp-server

3.6

by pab1it0

A Model Context Protocol (MCP) server for Prometheus, enabling access to Prometheus metrics and queries through standardized MCP interfaces.

postg-mem

3.6

by dariogriffo

PostgMem is a .NET-based MCP server that provides vector memory storage using PostgreSQL and pgvector for AI applications.

mcp-mongo-server

3.6

by kiliczsh

A Model Context Protocol server that enables LLMs to interact with MongoDB databases, providing capabilities for inspecting collection schemas and executing MongoDB operations through a standardized interface.

mongodb-lens

3.6

by furey

MongoDB Lens is a local Model Context Protocol (MCP) server that provides full-featured access to MongoDB databases using natural language via LLMs.

mcp-snowflake-server

3.6

by isaacwasserman

A Model Context Protocol (MCP) server implementation that provides database interaction with Snowflake.

elasticsearch-mcp-server

3.6

by cr7258

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. This server enables searching documents, analyzing indices, and managing cluster through a set of tools.

firebase-mcp

3.6

by gannonh

Firebase MCP enables AI assistants to work directly with Firebase services, including Firestore, Storage, and Authentication.