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Fragrance search, comparison, and recommendation engine for AI agents — 13,000+ scents with note pyramids and curated dupes with match percentages.

Bourbon search, comparison, and recommendation engine for AI agents — 4,700+ bottles with tasting profiles, prices, and cheaper-alternative lookup.

A dockerized PostgreSQL database project for a supermarket data schema, with MCP integration for Claude Desktop.

Interact with PostgreSQL, MySQL, MariaDB, and SQLite databases using SQLAlchemy.

Integrates with The Movie Database (TMDB) API, allowing AI assistants to search for movies, retrieve details, and generate related content.

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

Build and publish full-stack web and mobile apps from Claude, ChatGPT, or any MCP-compatible AI. Floot provisions the database, authentication, storage, email, preview, and hosting; your existing AI subscription supplies the model.

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

Official Notion MCP server for searching, reading, creating, and updating Notion pages, databases, and workspace content from AI agents.

MCP Server for OceanBase database and its tools

Semantic search using the Qdrant vector database.

Query Streams securely connects MCP clients to live databases through the Query Streams Cloud Network, with no VPNs, inbound ports, or complex setup.

Interact with the SingleStore database platform

Official Supabase MCP server for managing Supabase projects, databases, auth, storage, edge functions, and SQL workflows from AI agents.

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.

The Xata MCP server lets AI assistants and agents interact with your Xata organizations, projects, and Postgres database branches.

Database migration risk analysis for Flyway and Liquibase. Detects dangerous schema changes — lock risks, data loss, destructive operations — before they hit production.

Database Reliability Engineer-grade SQL analysis inside any MCP client

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

An MCP (Model Context Protocol) server for searching and analyzing academic papers across multiple databases (Semantic Scholar, Crossref, OpenAlex, PubMed), with regex-powered filtering and statistical analysis.

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.