Data & Databases MCP Servers

SocratiCode — MCP server for local codebase indexing, semantic search, and code dependency graphs. All private, all local via Docker.

Query and explore 100+ databases through your DBCode connections.

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

Persistent session memory for AI coding agents that never leaves your machine — including the on-device model that reasons over it. Restores your prior decisions, open TODOs, and changed files across sessions; adds associative recall of related past work,

150+ SAP HANA database tools as MCP tools for AI assistants

Movies, TV series, creators and user ratings from ČSFD.cz, the Czech-Slovak film database

Live power, energy, grid, gas, fiber & data-center site-selection infrastructure — query and cite.

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

MCP server for Neo4j Aura Database Instance Manager.

MCP Neo4j Knowledge Graph Memory Server

A simple Neo4j MCP server for creating graph data models.

Generate, validate, repair and style editable draw.io XML diagrams.

Knowledge Graph CLI and MCP server - interact with knowledge graph systems

Model Context Protocol (MCP) server for Microsoft SQL Server - enterprise-ready schema discovery, profiling, and safe data operations

MCP server exposing the SnowLuma OneBot action catalog (docs + JSON Schemas) and optional execution to LLM clients.

MCP server for Voidly's internet censorship data and Sentinel forecasts, plus agent relay tools. Relay tools read the API key from a local 0600 file instead of taking or returning it; relay messages are relay-readable, not end-to-end encrypted.

Generate secured CRUD APIs over your database, run SQL, manage files, tasks and a headless browser

Model Context Protocol server for FalkorDB graph databases - enables AI assistants to query and manage graph data using natural language

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI

MCP server for querying Polymarket data via The Graph subgraphs — supports stdio and SSE transports

Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.

Provides programmatic access to Tiger Cloud services, databases, and documentation.

A robust, extensible server for managing, versioning, and serving prompts and templates for LLM applications, built on the Model Context Protocol (MCP) with AWS integration

Neo4j Graph Data Science MCP server