Data Science & ML MCP Servers

Local Knowledge Base

Establishes a ChromaDB-based local knowledge base system supporting text and PDF documents for vectorized storage and efficient similarity retrieval.

Weather

Provides weather information through a Model Context Protocol (MCP) compatible server by leveraging Ollama's Large Language Model capabilities.

Memory

Enables MCP Clients to retain and retrieve user information across conversations using vector search for contextual recall.

GLM Multimodal

Extends GLM-4.5V's capabilities to include multimodal interactions, offering advanced image processing, visual querying, and comprehensive file content extraction.

Exa

Enables AI assistants like Claude to access the Exa AI Search API for real-time web information and advanced research capabilities.

MedScan

Provides AI-powered analysis of medical reports, offering health insights through chat and voice support in multiple languages.

Database

Facilitates AI-accessible database operations for PostgreSQL and MongoDB, enabling intelligent applications to interact with data safely and efficiently.

Fast Whisper

Performs AI-powered audio transcription using the optimized Whisper model, supporting multiple languages, batch processing, and various output formats.

OpenArchieven

Exposes the Open Archives public JSON API as Model Context Protocol tools for LLM agents.

Braiins Insights

Connect AI coding assistants to real-time Bitcoin network analytics, offering hashrate statistics, mining profitability, and network difficulty trends via standardized MCP tools.

ObsPy

Enables Claude Desktop to download and process earthquake and waveform data via ObsPy.

NetCDF

Equips AI coding agents with essential context and tools for understanding NetCDF climate and scientific data files.

YouTube Transcript

Extract YouTube video transcripts, manage history, and integrate content with various AI assistants and development environments.

Proxell

Enables AI agents to autonomously discover, price, negotiate, trade, and settle a wide variety of digital assets using the PXP protocol.

Humantext

Integrates AI text detection and humanization capabilities directly into MCP-compatible clients.

Curve

Provides an agent-ready API with 43 tools for AI agents to access Curve analytics.

Google Colab

Empower coding agents to fully control, run, and edit Google Colab notebooks and sessions.

Prompt Library

Manages a community-driven collection of tested prompts and configurations for AI agents, functioning as an npm-like registry.

Germany Data

Provides AI agents access to real-time German public authority data, including traffic, weather, disaster warnings, energy markets, Bundestag activities, and pollen forecasts.

ExcelForge

Empowers AI assistants to safely and efficiently perform comprehensive Excel operations, including data processing, formulas, formatting, charts, and pivot tables.