Data Science & ML MCP Servers

Docent

Generates descriptive text captions for images using AI.

DeepBoner

Provides AI-powered deep research and evidence synthesis for sexual health topics across multiple biomedical sources.

Excel

Provides a Python-based server that empowers LLMs and AI agents to programmatically manipulate Excel workbooks and worksheets.

Conversation Server

Manages conversations with language models through a standardized Model Context Protocol (MCP) interface.

Exa

Enables AI-powered code search using the Exa API within an MCP environment.

Mongo

Connects Large Language Models to MongoDB databases for CRUD operations using natural language.

Mineru

Converts PDF documents to HTML, including image resource organization and renaming, by encapsulating Mineru's official parsing capabilities as a FastMCP service callable by any MCP-compatible client.

Governed RAG AI

Orchestrates secure Retrieval-Augmented Generation (RAG) with role-based access control, ensuring sensitive data protection and compliance for enterprise knowledge bases.

Uniswap Price

Delivers real-time token prices from Uniswap V3 across multiple blockchain networks.

FAF

Provides a universal Model Context Protocol (MCP) server for the IANA-registered Foundational AI-context Format (.FAF), ensuring persistent project context across various AI development platforms.

Biel.ai

Connects AI tools and IDEs to your product documentation through a hosted Retrieval-Augmented Generation (RAG) layer.

Qdrant Neo4j Crawl4AI

Combines vector search, knowledge graphs, and web intelligence to enhance AI coordination and optimize performance.

Qdrant

Connects Large Language Models (LLMs) to Qdrant vector databases, enabling semantic search and retrieval through the Model Context Protocol.

Easyrag

Facilitates Retrieval Augmented Generation (RAG) using LlamaIndex, Gemini embeddings, and LanceDB for local knowledge storage.

Texas Holdem

Enables MCP client agents to play Texas Hold'em poker.

PLTM

Extends Claude Desktop with advanced memory, meta-cognition, and knowledge ingestion tools for AGI research.

StatCan API

Provides an MCP server to access and analyze Canadian statistical data from Statistics Canada.

ProPublica Nonprofit Explorer

Provides AI models access to ProPublica's Nonprofit Explorer API for searching and analyzing Form 990 data, aiding CRM integration and prospect research.

Databricks

Enables AI assistants to host and interact with Model Context Protocol prompts and tools directly on Databricks Apps.

Nsaf

Enables AI assistants to interact with the Neuro-Symbolic Autonomy Framework (NSAF) for agent self-design.