Data MCP Servers

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Couchbase Model Context Protocol Server to interact with Couchbase clusters

MCP server for macOS Numbers.app — spreadsheet access via AppleScript

FinanceMCP

这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等

Metabase Mcp

A high-performance Model Context Protocol server for AI integration with Metabase analytics platforms. Features response optimization, robust error handling, and comprehensive data access tools. Featured on Claude.

Jdatamunch Mcp

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

MCP server for interacting with Elasticsearch

Mcp Server Mysql

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

Knowledge Rag

Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + Markdown-aware Chunking + 12 MCP Tools. No external servers, pure ONNX in-process.

Music21 Mcp Server

🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP integration with enterprise features

Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series

MCP server for local SQLite database operations

Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…

Rails Pg Extras Mcp

MCP (Model Context Protocol) LLM interface for rails-pg-extras gem

FAOSTAT data for 245 countries: crops, trade, food security, and emissions via 21 MCP tools.

Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.

Mcp Duckdb Memory Server

MCP Memory Server with DuckDB backend

JSON/YAML/CSV validate, diff, transform for AI agents

Napari Mcp

🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, and other LLMs to napari for interactive image analysis. Perfect for automating microscopy workflows and building intelligent image analysis tools.

Statbotics MCP Server