Data Science & ML MCP Servers

Mermaid Validator

Validates and optionally renders Mermaid diagrams using a Python Model Context Protocol (MCP) server.

Webscraper

Transcribes webpages, YouTube videos, and PDFs for use with Large Language Models.

Image Analyzer

Analyzes the content of images from provided URLs using the GPT-4-turbo model.

Tally API

Enables AI agents to access and interact with DAO governance data from the Tally API.

PubMed Search

Enables searching and retrieving academic papers from the PubMed database.

BioOntology

Provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.

Polymarket

Provides real-time market data, prices, and AI-powered analysis for Polymarket prediction markets, integrated with Claude Desktop.

Bitcoin

Exposes Bitcoin blockchain data to AI agents through a Model Context Protocol (MCP) server, enabling access to real-time blockchain information without wallet functionality.

Document Processor

Extends AI assistants' knowledge by processing private documents and codebases into a searchable database.

Python Code Explorer

Extracts and analyzes Python code structures, focusing on import/export relationships, for language model integration.

Nostrdb

Enables Large Language Models to query local Nostr databases using the `ndb` command-line tool.

Nacos

Automates Nacos cluster interactions and enables querying of namespace, service, and configuration data using Large Language Models.

LanceDB

Enables efficient vector storage, similarity search, and management of vector embeddings with associated metadata using LanceDB.

Umami Analytics

Enhances Claude's capabilities by providing access to website analytics data from Umami.

Openapi

Enables large language models to interact with and utilize REST APIs by providing configured REST APIs as context.

Memory Bank

Provides Large Language Models (LLMs) with project-specific, persistent memory capabilities to enhance understanding and response quality.

Token Metrics

Provides cryptocurrency data, analytics, and insights through function calling, enabling AI assistants and agents to access real-time crypto market data.

Leap

Transforms any topic into an explainer video with AI narration and 3Blue1Brown-style animations.

Cort

Improves AI reasoning by enabling it to recursively argue with itself through a Chain-of-Recursive-Thoughts process.

Jina AI

Transforms web content into large language model (LLM) friendly formats using Jina.ai's reader service.