Data Science & ML MCP Servers

Flux Cloudflare

Enables AI assistants to generate images using the Flux model via a Cloudflare Worker API.

KPC Components

Generates accurate AI code for the KPC component library, addressing common AI hallucination and usage errors.

PostgreSQL

Provides a Model Context Protocol server for read-only access to PostgreSQL databases, enabling LLMs to inspect schemas and execute queries.

GraphQL

Facilitates seamless interaction with GraphQL APIs by executing queries and exposing schema within a model context.

RAG Application

Combines a Retrieval-Augmented Generation (RAG) system with the Model Context Protocol (MCP) to create a powerful, modular AI application.

AI Agent Pipeline

Routes queries by intent to document processing, weather services, or general chat, enabling modular, observable AI workflows with LangGraph, LangChain, ChromaDB, and LangSmith.

Blessed

Integrates Blender functionalities with various large language models through a unified server, enabling advanced 3D automation and content generation workflows.

SuperFetch

Fetches, extracts, and transforms web content into AI-optimized formats using Mozilla Readability.

File Compass

Performs semantic file search across codebases using local embeddings and HNSW indexing to find relevant files by natural language descriptions.

Sovereign Health

Provides privacy-first personal health intelligence by translating health data into quantitative signals, performing anomaly detection, and offering AI-driven analysis while keeping raw data encrypted.

Ontograph

Aggregates biomedical knowledge graphs using HPC pipelines, ontologies, and LLM embeddings to enable integrated queries.

Ceoclaw

Orchestrates an AI agent to autonomously build and validate micro-SaaS products for freelancers, targeting common pain points like scope creep and late payments.

Lobstervault

Provides encrypted secret storage for AI agents without manual configuration.

FDA Data

Provides access to the U.S. Food and Drug Administration's public datasets through the openFDA API.

Geolocation

Enables Large Language Models to perform fast reverse geocoding and batch reverse geocoding using IP addresses and coordinates.

Engageable

Provides a unified open-source analytics engine for AI agents, connecting to GA4, Mixpanel, and PostHog to enable advanced data analysis.

Pythia Oracle

Delivers on-chain calculated technical indicators like EMA, RSI, and Bollinger Bands to smart contracts and AI agents via Chainlink.

Papers With Code

Access and explore machine learning research papers and their associated code repositories.

Deep Research

Provides a systematic research ladder with six composable skill tiers, enabling users to perform anything from quick fact-checks to in-depth academic investigations.

WHO Sentinel

Empowers large language models with grounded tools to query and analyze public-health data from the WHO Global Health Observatory and Disease Outbreak News.