Data Science & ML MCP Servers

Rag Based

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

Laravel SDK

Integrates Model Context Protocol 2025-06-18 specification support seamlessly into Laravel applications, enhancing development with its native conventions.

Search Fusion

Aggregates multiple search engines, providing intelligent failover, a unified API, and LLM-optimized content processing for high-availability search.

Server API

Provides a structured, standards-compliant API for serving machine learning metadata, service discovery, and ML content, enabling AI applications to efficiently discover model context and artifacts.

Pubmed

Facilitates searching, analyzing, and retrieving medical literature from the PubMed database.

TrinityCore

Provides a Model Context Protocol server with 21 enterprise-grade tools for TrinityCore bot development in World of Warcraft.

Katachi Gen

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

Qdrant with MCP

Integrates Qdrant vector database with an MCP server to store and retrieve code snippets.

Cultural Heritage

Provides access to European cultural heritage collections and artworks through a Model Context Protocol (MCP) server.

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.

Anylist

Integrates the AnyList shopping list service with language models through a local Model Context Protocol server.

Celestial

Calculate positions, rise/set times, and details for celestial objects using astronomical data.

Zoho Creator

Enables Large Language Models (LLMs) like Claude Desktop to perform read-only queries on live Zoho Creator data, facilitated by CData JDBC Drivers.

Execution System

Empowers users to manage actions, projects, and goals through natural language commands within an AI conversation, eliminating context-switching.

Comfy

Generates images from text prompts by leveraging a remote ComfyUI server through the FastMCP framework.

RAG Server

Provides a comprehensive Retrieval-Augmented Generation (RAG) server, offering robust file management and vector memory capabilities for AI agents.

Knowledge Graph

Provides an MCP server enabling AI assistants to directly access and query a German family business knowledge graph database.

Confluence by CData

Connects Confluence data to Claude Desktop using CData JDBC Drivers.

GTEx Portal

Provides structured access to the GTEx Portal API, enabling AI assistants to query and analyze genomics data through 25 specialized tools.

Deep Research

Orchestrates intelligent, multi-source research for AI assistants using consensus-driven planning and fact-checking.