Data Science & ML MCP Servers

OpenFEC

Provides access to Federal Election Commission campaign finance data through the OpenFEC API using the Model Context Protocol.

Knowledge Graph

Provides an MCP server enabling AI assistants to directly access and query a German family business knowledge graph database.

Local Documents

Provides a server for interacting with local documents on Windows, enabling efficient listing, content extraction, and optical character recognition (OCR) on scanned PDFs.

Lazy

Provides real-time data for calculator, IP lookup, and weather functionalities via a Model Context Protocol server.

DevTools

Automates the debugging of Django and MySQL applications using an AI-powered, multi-agent pipeline.

Collective Brain

Empower teams to intelligently store, search, and share their collective knowledge through a shared memory system.

Binance

Enables AI agents to seamlessly interact with the Binance cryptocurrency exchange via a Model Context Protocol server.

Fetch News

Gathers news articles and leverages AI for processing and analysis.

Natural Language OS

Enables an innovative operating system experience that uses natural language for structure and control, powered by an LLM as its kernel.

Pomera

Clean, transform, extract, and analyze text rapidly through a desktop GUI or programmatically via AI assistants.

Tool Compass

Finds relevant Model Context Protocol (MCP) tools by intent using semantic search for efficient AI tool discovery.

Financial Modeling Prep

Provides access to Financial Modeling Prep's comprehensive financial data API, delivering real-time stock quotes, company fundamentals, market insights, and technical indicators to Claude Desktop.

AiBridge

Enables AI agents to directly control telescope systems via a lightweight, standalone ESP32 server.

Mochify

Compresses and converts images to modern formats (AVIF, WebP, JXL, Jpegli) with a command-line interface or via an MCP server for AI agents.

Bostrom

Interact with the Bostrom blockchain to read chain state, sign transactions, and act as an autonomous agent.

MoldSim

Empower AI assistants with expert knowledge for injection molding simulation, covering material properties, process validation, and troubleshooting.

MolTrust

Establishes a comprehensive trust infrastructure for AI agents, enabling secure interactions and verifiable credentials through the Model Context Protocol.

Vault Master

Empowers AI agents to traverse, query, and maintain knowledge graphs within Obsidian vaults via a graph-aware MCP server.

Brewers Almanack

Empowers AI assistants with comprehensive brewing knowledge, covering beer styles, ingredients, off-flavor diagnosis, water chemistry, and recipe guidance.

TEI

Enables AI agents to query the TEI P5 specification and validate TEI XML for accurate reading and writing.