Data Science & ML MCP 服务器

Spring AI Example

Demonstrates Spring AI tools implementation with an MCP server and agentic AI proposals.

Pdffigures2

Extracts figures, tables, captions, and section titles from scholarly PDFs with high accuracy.

Crypto Price Tracker

Tracks cryptocurrency prices, manages a watchlist, and exports data to Google Sheets using the Coingecko API.

CockroachDB by CData

Enables querying of live CockroachDB data within LLMs like Claude Desktop through a Model Context Protocol (MCP) interface.

PDF Reader

Provides comprehensive PDF processing capabilities, including advanced academic analysis and content extraction, optimized for agent understanding.

LightRAG

Connect AI assistants to LightRAG's powerful knowledge graph and RAG capabilities via the Model Context Protocol.

Lore

Manages a research knowledge repository, enabling semantic search and precise citation of original sources for AI tools.

Calculator

Provides a comprehensive set of mathematical and logical operations accessible as tools via an MCP server.

ODEI World Model

Provides a constitutional knowledge graph and multi-layer guardrail service for AI agents, ensuring persistent memory and validated actions.

FastBCP

Exposes FastBCP functionality for high-performance data export from databases to various file formats and cloud storage targets.

CoinPaprika

Provides on-demand access to CoinPaprika's cryptocurrency market data API, enabling AI assistants to fetch real-time prices, tickers, exchange data, and more.

MicroSearch

Ingests and manages contextual information and training data through multiple iterations, performing multi-pass lexical retrieval over a chunk graph without a vector database.

Dewey

Integrates Dewey document collections for search and research directly within MCP-compatible AI agents like Claude and Cursor.

Docs

Manages documents through multi-format extraction, semantic search, OCR, and hash-based deduplication, ensuring source integrity and efficient retrieval.

FX

Provides AI agents with real-time foreign exchange rates, cryptocurrency quotes, DeFi yields, and comprehensive market data from multiple public sources.

Wan

Integrate AI video generation capabilities into Model Context Protocol (MCP) compatible clients using the Wan platform via the AceDataCloud API.

LeadPipe

Automate lead qualification by ingesting, enriching, scoring, and exporting prospective customers to your CRM using AI.

HR Management AI

Streamline essential human resources operations by calculating leave, estimating payroll, conducting performance reviews, managing onboarding, and ensuring compliance.

Toolstem

Transforms raw financial market data into curated, synthesized intelligence for AI agents.

GCC Intelligence

Provides AI agents with comprehensive GCC regulatory intelligence, including ZATCA e-invoicing, Arabic NLP, and country-specific compliance tools.