yongzhouwangbowen/SMMS_Semantic-Map-MCP-Server

mindsdb

4.6

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

dbhub

4.5

by bytebase

DBHub is a universal database gateway implementing the Model Context Protocol (MCP) server interface.

mysql_mcp_server

4.5

by designcomputer

MySQL MCP Server is a Model Context Protocol implementation that facilitates secure interaction between AI applications and MySQL databases.

pg-mcp-server

4.4

by stuzero

unknown

notion-mcp-server

4.3

by makenotion

This project implements an MCP server for the Notion API, allowing integration with LLMs.

notion-mcp-server

4.2

by awkoy

Notion MCP Server is a Model Context Protocol server implementation that enables AI assistants to interact with Notion's API, providing tools for reading, creating, and modifying Notion content through natural language interactions.

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.

mcp-memory-libsql

4.0

by spences10

A high-performance, persistent memory system for the Model Context Protocol (MCP) powered by libSQL, providing vector search capabilities and efficient knowledge storage.

gateway

4.0

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

mysql_mcp_server_pro

4.0

by wenb1n-dev

mcp_mysql_server_pro is a comprehensive MySQL server tool that extends beyond basic CRUD operations to include database anomaly analysis and custom tool extensions.

db-mcp-server

3.9

by FreePeak

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

mcp-server-neon

3.9

by neondatabase

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

postgresql-mcp-server

3.9

by HenkDz

A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants.

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.

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.

mcp-server-motherduck

3.7

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.

mariadb-mcp-server

3.6

by rjsalgado

This MCP server provides access to MariaDB / MySQL databases, allowing users to list databases, tables, describe table schemas, and execute SQL queries with security features.

mcp-server-splunk

3.6

by jkosik

A Go implementation of the MCP server for Splunk, supporting STDIO and SSE (Server-Sent Events HTTP API) using the github.com/mark3labs/mcp-go SDK.

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.

mssql_mcp_server

3.6

by RichardHan

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

mcp-server-starrocks

3.6

by StarRocks

The StarRocks Official MCP Server facilitates seamless interaction between AI assistants and StarRocks databases, enabling SQL execution, data exploration, and visualization.

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.