Redis MCP Server
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
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Elasticsearch
Enables natural language interaction with Elasticsearch clusters for listing indices, inspecting field mappings, and executing Query DSL searches with…
MotherDuck
Query and analyze data with MotherDuck and local DuckDB
Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
MCP Alchemy
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle…
Neo4j
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
Polygon.io MCP Server
Access real-time and historical financial market data from Polygon.io's API.
BioMCP (Biomedical Database Integration)
Integrates with biomedical databases including ClinicalTrials.gov, PubMed, and MyVariant.info to provide structured access to clinical trials, research…
Apache Doris
MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse.
MemoryMesh
This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
AWS MCP
Interact with your AWS environment using natural language to query and manage resources. Requires local AWS credentials.
Read MySQL
Access MySQL databases to inspect schemas and execute SQL queries via a NodeJS-based server.
centralmind/gateway
Database integration with security and compliance. Supports: PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch…
🦊 MCPBench: A Benchmark for Evaluating MCP Servers
MCPBench is an evaluation framework for MCP servers. It supports evaluating three types of servers (Web Search, Database Query, and GAIA) and is compatible…
bytebase/dbhub
Provides a universal database gateway for connecting to PostgreSQL, MySQL, SQLite, and DuckDB, enabling table browsing, schema inspection, and read-only SQL…
mcp_mysql_server
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能；…
mcp_mysql_server
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能；…
XiYan MCP Server
A Model Context Protocol (MCP) server that enables natural language queries to databases
Milvus
Search, Query and interact with data in your Milvus Vector Database.
E2B (Python)
Run code in secure sandboxes hosted by [E2B](https://e2b.dev)
Notion
MCP server that enables AI assistants to manage a minimalist Notion todo list through a simple API interface.
AKShare One MCP Server
Access Chinese stock market data, including historical prices, real-time quotes, news, and financial statements.
Financial Datasets
Provides direct access to stock market data including income statements, balance sheets, cash flow statements, historical prices, and market news through a…
Supabase MCP Server
A Model Context Protocol (MCP) server that provides tools for interacting with a Supabase database, enabling AI assistants to perform database operations…