Data Science & ML MCP Servers

Rag Based

Enables document question answering by ingesting and querying PDF documents using the GroundX API.

ElevenLabs

Enables interaction with ElevenLabs' Text to Speech and audio processing APIs through the Model Context Protocol.

MLB Stats

Proxies and enhances the MLB Stats API, providing entity resolution and optimized data access.

Twilio

Enables Large Language Models (LLMs) to query live Twilio data using natural language through a Model Context Protocol (MCP) server.

Weather

Provides real-time weather information to AI models via the Model Completion Protocol.

Crawl4AI

Establishes a connection and provides a standardized protocol for interacting with a Crawl4AI Docker API server.

HCM-LLM

Provides a FastAPI-based Model Context Protocol server for Highway Capacity Manual analysis and transportation engineering calculations.

DB Python

Provides a lightweight Python server for secure database structure browsing and read-only querying via JSON-RPC, primarily for AI and LLM integrations.

Katachi Gen

Transforms your NFT collection into unique 3D origami patterns using AI sentiment analysis and algorithmic curation.

Gokub

Establishes a Model Context Protocol (MCP) server to connect Claude Desktop with the Bitkub Cryptocurrency Exchange API, enabling AI-powered trading and real-time market interaction.

AI Model Context

Facilitates the creation and connection of Model Context Protocol (MCP) servers to AI clients and local LLMs.

Prompt Cleaner

Enhances and refines raw prompts using AI to improve clarity, actionability, and effectiveness.

Bookmark Geni

Enables natural language search for local browser bookmarks by processing and indexing their content.

Agileday

Bridges Agileday's competence and employee data with Large Language Models to enable natural language queries about organizational skills and experts.

AP Media

Transforms the Associated Press Media API into an AI-optimized content intelligence resource through the Model Context Protocol.

Databox

Connects business data to AI assistants, enabling natural language querying of metrics across 130+ integrations.

Inkog

Secures AI agents by detecting vulnerabilities, verifying governance declarations, and generating compliance reports for regulatory frameworks.

PubMed

Provides a Server-Sent Events (SSE) interface to query and retrieve information from the PubMed biomedical literature database.

Gemini TTS

Integrates high-fidelity Text-to-Speech capabilities into AI assistants using Google's Gemini 2.5 TTS models.

Sicry

Provides AI agents with a single-file access layer to the Tor/.onion dark web, integrating search engines and an OSINT pipeline.