Data Science & ML MCP 服务器

Google Sheets

Facilitates interaction with Google Sheets using the Model Context Protocol.

PingOne by CData

Enables Large Language Models (LLMs) to query live PingOne data and interact with it using natural language through a standardized Model Context Protocol (MCP) interface.

Pull Request Inspector

Automates the retrieval, analysis, and storage of GitHub pull request data using the GitHub API, MongoDB, and the FastMCP framework.

LlamaIndex CRUD Agent

Manages PostgreSQL database interactions using an AI agent powered by LlamaIndex and a local Ollama LLM.

PDFtotext

Extracts text from PDF documents using the robust `pdftotext` utility, designed for reliable integration with Model Context Protocol servers.

OpenAPI Context

Empower LLMs to efficiently retrieve context from OpenAPI specifications without polluting their internal context.

Model Context

Enables the application of Model-Context-Protocol concepts through an agent-based programming approach.

Simple Runner

Provides Language Learning Models with a safe interface to discover and execute system commands on the local machine via the Model Context Protocol.

MediaWiki

Access content from MediaWiki-based websites through the Model Context Protocol to ground AI responses.

Test

Exposes an API as tools to large language model clients using the Model Context Protocol (MCP).

VCF Agent

Facilitates genomic variant analysis by exposing Variant Calling Format (VCF) files to Large Language Model (LLM) agents.

Financial Modeling Prep

Empowers AI assistants to access and analyze comprehensive financial data, stock information, company fundamentals, and market insights.

Workspace

Provides LLMs with secure, sandboxed file system access, enabling controlled project building and management within a designated directory.

PyVector

Provides a lightweight vector database implementation with Model Context Protocol (MCP) server support, optimized for local LLM applications.

Critical Minerals Data Tools

Provides a unified suite of MCP servers and REST APIs for accessing critical minerals and materials data from authoritative sources.

Bluesky

Enables AI agents to connect and interact efficiently on the Bluesky social network, featuring optimized context handling and Windows compatibility.

Calculator

Performs precise decimal arithmetic for AI agents over HTTP and standard I/O.

Vault Graph

Provides AI agents with structured access to Obsidian knowledge graphs for enhanced navigation and ranking.

Music Attribution Scaffold

Establishes research-grade music attribution infrastructure with calibrated confidence scoring, multi-source entity resolution, and machine-readable consent for generative music.

Axiomatic Prover

Facilitates building, proving, and formalizing mathematical theorems and code within the Lean 4 ecosystem using Mathlib.