MCP Catalog
Browse 43 Model Context Protocol servers · Data & Databases · Python · Apache License 2.0Clear
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Access Korea’s G2B procurement and Nara Market data for bid notices, awards, contracts, statistics…
Keyless open data for 84 German cities: 12 lean read-only MCP tools covering 67 data types.
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
The trust and intelligence layer between AI agents and your database.
MCP server for air-Q Cloud API — access air quality data from anywhere
Couchbase Model Context Protocol Server to interact with Couchbase clusters
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
HPE GreenLake reporting MCP Server
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.
Read-only MCP server for exposing database schema metadata without row data.
MCP Server for Snowflake from Snowflake Labs
Search 120,000+ recalled products from 8 global safety agencies using AI similarity.
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
Schema conversion and schema-driven code generation MCP server.
Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
Couchbase Model Context Protocol Server to interact with Couchbase clusters
MCP server for interacting with Elasticsearch
Pre-computed metadata context engine for AI-driven data analytics