Awesome MCP Servers

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

Query your ClickHouse database server.

Immutable ledger database with live synchronization

Open source MCP server specializing in easy, fast, and secure tools for Databases.

Search, Query and interact with data in your Milvus Vector Database.

Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory

MCP Server for OceanBase database and its tools

Semantic search using the Qdrant vector database.

Interact with the SingleStore database platform

Connects to Supabase platform for database, auth, edge functions and more.

A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.

Tomba, your unique B2B email finder and verifier, provides a distinctive lead database for effortless and effective outreach scaling.

Multi-database agent access (PostgreSQL, SQLite, MySQL, Oracle, SQL Server) with batch queries, pre-configured connections, and SQLGlot-enforced read-only safety

A C# MCP server for interacting with databases via ADO.NET, compatible with Virtuoso.

An intelligent memory management server with 14 optimized tools. It provides AI-powered summaries, a clean interface, and supports an optional PostgreSQL database with pgvector.

Interact with Africa's Talking airtime service and store transaction data in a local SQLite database.

An all-in-one MCP server for developers, connecting coding AI to databases, data warehouses, data pipelines, and cloud services.

Provides persistent memory for AI systems to enable continuity of consciousness, using an external PostgreSQL database.

An enterprise-ready system to archive AI conversations from ChatGPT and Claude into a Supabase database.

Read and write access to Airtable databases.

Provides read and write access to AITable.ai, a collaborative database and spreadsheet platform.

An AI-powered gateway for managing over 40 data sources like Alibaba Cloud and mainstream databases, featuring NL2SQL, code generation, and data migration.

Manage Alibaba Cloud Relational Database Service (RDS) using the OpenAPI.

Access the AlphaFold Protein Structure Database for protein structure prediction and analysis.

Query Amazon Neptune databases using openCypher, Gremlin, and SPARQL. Supports both Neptune Database and Neptune Analytics.

AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic workflows to 215+ sanctions regimes, 2.6M+ PEP profiles, and coverage across 235+ countries, no complex integrations required.

An interface for AI agents to interact with AnalyticDB for MySQL databases, allowing them to retrieve metadata and execute SQL operations.

MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch transactions, semantic search, Graph RAG, vis.js visualization, export/import) - **F#/.NET** — the only non-Python Apache AGE MCP server, installs as a single dotnet tool - **Production-grade** — BenchmarkDotNet-verified performance (cached queries in 62 ns, Cypher in 1 ms) - **Open source** — MIT license, published on [NuGet](https://www.nuget.org/packages/AgeMcp) - **Documentation** — full docs site at neftedollar.com/age-mcp

A server for Apache AGE, a graph database extension for PostgreSQL.

Interact with the Appwrite API to manage databases, users, storage, and more. Requires configuration via environment variables.