Data Science & ML MCP Servers

Asymptote Image Generator

Generates precise geometric images from Asymptote code, enabling AI models to request image creation.

AI Python Debugger

Enables AI agents to debug Python code through the Debug Adapter Protocol and debugpy.

OpenAI

Queries OpenAI models directly from Claude, supporting models like o3-mini and gpt-4o-mini.

Jilebi

Extends AI assistants with custom tools, resources, and prompts through a modular plugin architecture.

Agentipy

Enables Claude AI to interact with the Solana blockchain by providing on-chain tools through a standardized interface.

LangChain Agent

Exposes LangChain agent capabilities as a production-ready server via the Model Context Protocol.

Wolfram Alpha

Provides access to Wolfram Alpha's computational knowledge engine through natural language queries.

NFTGo API

Provides HTTP requests to the NFTGo Developer API, allowing access to NFT data and analytics.

Strava

Provides an MCP server for accessing and analyzing Strava activity data through Claude with local caching.

Signal

Enables AI agents and tools to access Signal Desktop chat messages and attachments via the Model Context Protocol.

Jina AI

Provides semantic, image, and cross-modal search functionalities.

Knowledge

Enables AI assistants to leverage local knowledge through semantic search over multi-format documents, supported by vector storage and OCR.

RAGFlow Claude Desktop

Integrates RAGFlow's knowledge base querying and document management capabilities directly into Claude Desktop.

Fear & Greed

Provides real-time access to the CNN Fear & Greed Index for the US stock market.

WriteStat

Analyzes text for readability and AI-like patterns to help writers improve their craft.

Image Generator

Generates images from text prompts using Together AI or Replicate models.

Nudge

Enables programmatic control and UI automation of macOS applications through accessibility APIs for AI agents and Swift applications.

TagoIO

Enables AI models to interact with TagoIO accounts, providing contextual access to devices, data, and platform resources.

Youtube Search

Enables AI assistants to search YouTube and retrieve video information via the Model Context Protocol.

Opensearch

Connects language models to an OpenSearch database for semantic memory storage and retrieval.