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Agentic RAG over your own documents on an embedded LanceDB, no database server to run. Hybrid search with reranking, Docling parsing for PDFs and 40+ formats, multimodal retrieval, and answers cited to page numbers and section headings.

Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.

Deploy production backends, APIs, cron jobs and automations from any AI assistant. Database, auth, storage and 24+ integrations included.

A search server for PubMed, the biomedical literature database, using a pure Node.js implementation.

Exasol MCP server. Provides knowledge about the Exasol database to an LLM through the Model Context Protocol.

An MCP server for expert discovery, registration, and context injection, utilizing vector and graph databases.

Query security exploits and vulnerabilities from the ExploitDB database.

Query and interact with FalkorDB graph databases using AI models.

File-native collaboration and governance protocol for multi-agent systems. TASK, REPORT, ISSUE and REVIEW coordinate assignments, parallel delivery and evidence-based review. No coordination database or message queue required.

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.

Build, deploy and host full-stack web and mobile apps from Claude or ChatGPT: database, auth, payments, custom domains.

MCP server that reads your Focus To-Do data directly from the local Windows app database — no account, no API key, no export needed.

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.

Family history research: 79 archives and databases, name variants, historical calendars, kinship, evidence checks, GEDCOM audit and archive-request drafts. Local Python MCP server, MIT license, no API keys required.

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.

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.

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.

Manage TTRPG campaign databases, wiki, and knowledge graphs

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

Scrape 25+ years of HKEx (Hong Kong Stock Exchange) regulatory filings into nine databases, queryable live by AI agents.