mcp-semantic-search

mcp-notion-server

4.3

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-server-neon

4.3

by neondatabase-labs

Neon MCP Server is an open-source tool that enables natural language interaction with Neon Postgres databases.

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.

supabase-mcp

3.8

by supabase-community

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

azure-mcp

3.8

by Azure

The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services.

mcp-server-qdrant

3.8

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.

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

mcp-kql-server

3.7

by 4R9UN

A Model Context Protocol (MCP) server for executing Kusto Query Language (KQL) queries against Azure Data Explorer clusters.

mcp-server-elasticsearch

3.7

by elastic

This server connects agents to your Elasticsearch data using the Model Context Protocol, allowing interaction with Elasticsearch indices through natural language conversations.

mongodb-mcp-server

3.7

by mongodb-js

A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas.

mcp-proxy

3.7

by TBXark

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

mcp-server-motherduck

3.6

by motherduckdb

An MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs.

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.

mcp-google-sheets

3.6

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.

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.

xiyan_mcp_server

3.6

by XGenerationLab

XiYan MCP Server is a Model Context Protocol server that enables natural language queries to databases, powered by XiYan-SQL, a state-of-the-art text-to-SQL model.

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-1panel

3.6

by 1Panel-dev

1Panel MCP Server is an implementation of the Model Context Protocol (MCP) server for 1Panel, providing a range of tools for system, website, certificate, application, and database management.

mcp-server-weaviate

3.6

by weaviate

Weaviate MCP Server is a protocol server designed to interact with the Weaviate vector database, providing functionalities for inserting and querying data.

mcp-server-duckdb

3.6

by ktanaka101

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools.

mcp-redis

3.6

by redis

The Redis MCP Server is a natural language interface designed for agentic applications to efficiently manage and search data in Redis.

mssql_mcp_server

3.6

by RichardHan

A Model Context Protocol (MCP) server that enables secure interaction with Microsoft SQL Server databases.

mcp-pinecone

3.6

by sirmews

The Pinecone Model Context Protocol Server for Claude Desktop allows users to read and write to a Pinecone index, facilitating operations like semantic search and document processing.

mcp-tinybird

3.6

by tinybirdco

An MCP server to interact with a Tinybird Workspace from any MCP client.

postgres-mcp-server

3.6

by aadarshjain

A Model Context Protocol (MCP) server implementation for PostgreSQL database exploration and querying.

MCPServerForMSSQL

3.6

by shakunvohradeltek

This repository contains the SQL Server MCP (Model Context Protocol) integration for Claude, allowing direct querying and analysis of SQL Server databases using natural language.

mcp-snowflake-server

3.6

by isaacwasserman

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