Awesome MCP Servers

Provides database access, supporting SQLite, SQL Server, PostgreSQL, and MySQL.

An MCP server that enables LLMs to interact with databases like MongoDB using natural language.

An MCP server for Firebird SQL databases, enabling LLMs to securely access, analyze, and manipulate database content.

Provides football (soccer) data using the API-Football service.

Connects to Neo4j graph databases with ability to use GDS functions ( when available), a read only mode , and set the sample size for schema detection

Access Solana blockchain data using the Helius API.

An MCP server for interacting with Apache Iceberg catalogs and data lakes.

A lightweight MCP server for any database with a JDBC driver. Built with Quarkus and requires Java 21+.

Provides persistent memory for AI models using a local knowledge graph.

Execute KQL queries using Azure authentication. Requires Azure CLI login.

Manage and query MariaDB databases using the Model Context Protocol (MCP), with support for SQL and vector search.

A desktop application for managing and interacting with the MCP Memory Service, a semantic memory system built on the Model Context Protocol.

A persistent memory system for MCP using libSQL, providing vector search and efficient knowledge storage.

An advanced memory system for Claude Desktop that provides persistent memory using MCP. Requires an Azure Cosmos DB account and an OpenAI API key.

A Python implementation of the MCP memory server for knowledge graph storage and retrieval, using JSONL files for persistence.

Provides persistent memory for Claude using ChromaDB for semantic search and storage.

An MCP server for integrating with Microsoft SQL Server databases.

An MCP server for executing queries on a Microsoft SQL Server database.

An MCP server based on Spring AI that executes arbitrary SQL queries against a configured MySQL database.

Integrate the Neo4j graph database with clients through natural language interactions.

Access ODBC-accessible data sources using a configured Data Source Name (DSN).

Access financial data from Korea's OpenDART (Data Analysis, Retrieval and Transfer System) for AI language models.

A server for full integration with Oracle Database. Requires Oracle Instant Client libraries.

A server that provides tools to interact with an Oracle database.

MCP Persistence: your AI Agent now creates and manages databases on its own

Provides semantic search capabilities for PostgreSQL databases using the pgvector extension, with support for multiple embedding providers.

An MCP server for querying a PostgreSQL database in read-only mode.

A server that enables AI models to interact with PostgreSQL databases through a standardized interface.

Uses Qdrant vector embeddings to understand semantic relationships in codebases.

An MCP server for querying databases and managing Kubernetes clusters.