sunilemanjee/Elastic-Python-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).

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.

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.

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.

supabase-mcp-server

4.0

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.

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.

mcp-graphql

4.0

by blurrah

A Model Context Protocol server that enables LLMs to interact with GraphQL APIs, providing schema introspection and query execution capabilities.

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.

doris-mcp-server

3.9

by apache

Doris MCP Server is a backend service built with Python and FastAPI, designed to connect to Apache Doris databases and potentially leverage LLMs for tasks like NL2SQL.

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.

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-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.

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-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.

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.

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.

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.

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.

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.

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.

mcp-snowflake-server

3.6

by isaacwasserman

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

firebase-mcp

3.6

by gannonh

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