Awesome MCP Servers

Query and interact with FalkorDB graph databases using AI models.

Manage multiple Fireproof JSON document databases with cloud sync capabilities.

Search for fish species using the FishBase database. Supports natural language queries in both Japanese and English.

Access the USDA's FoodData Central database for comprehensive food and nutrient information.

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

Provides tools and resources for coding agents to interact with the Gel database, including automatic project configuration for query builders and ORMs.

Generect MCP connects your live lead database directly to AI models like OpenAI or Claude without exports or delays. It streams enriched, up-to-date contact data (titles, firmographics, signals) straight into prompts so LLMs can personalize, score, and recommend leads automatically in real time.

Query a Neo4j graph database containing a knowledge graph of German family businesses.

An MCP server for the gget bioinformatics library, enabling standardized access to genomics tools and databases.

Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API.

Access comprehensive company data including financial records, ownership structures, and contact information. Search for businesses using domains, registration numbers, or LinkedIn profiles to streamline due diligence and lead generation. Retrieve historical financial performance and complex corporate group structures to support informed business analysis.

Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades to PostgreSQL + pgvector for hybrid semantic search. Includes skills for searching docs (/gnosis:search), health checks (/gnosis:status), doc management (/gnosis:manage), and first-time setup (/gnosis:setup). 6 MCP tools, 3 resources, FTS5 keyword search, 176 tests.

Provides Godot documentation to a RAG model using a vector database.

A standalone MCP server for interacting with PostgreSQL databases. It supports CRUD operations, a read-only mode, and query plan checking.

Connect to Google BigQuery databases using CData's MCP Server. Requires a separate CData JDBC Driver license.

Access a comprehensive database of over 30,000 SaaS products, including reviews, pricing, alternatives, and growth metrics.

Query a hybrid graph (Neo4j) and vector (Qdrant) database for powerful semantic and graph-based document retrieval.

Interact with any Gremlin-compatible graph database using natural language, with support for schema discovery, complex queries, and data import/export.

A FastAPI microservice for health-related operations, featuring JWT authentication and a PostgreSQL database with Alembic migrations.

A recipe database server providing meal planning, recipe recommendations, and menu suggestions for daily meals.

Icypeas MCP allows agents to source leads in a gigantic +575M lead database, and enrich these leads with emails

Access the IGDB (Internet Game Database) API through Model Context Protocol (MCP)

An MCP server for querying your iMessage database on macOS, allowing LLMs to safely access and search conversations.

MCP to access the world's largest influencer discovery and enrichment database

A server for integrating with InfluxDB, a time-series database.

An MCP server for interacting with InfluxDB time-series databases, enabling AI assistants to work with time-series data.

Deploy and manage applications, databases, domains, and git repos via MCP

Interact with the local Inkdrop note-taking app database via its HTTP API.

An MCP server for interacting with InstantDB, a realtime database.

Interact with and automate InterSystems IRIS databases.