Data Science & ML MCP 服务器

Memory LibSQL

Provides a persistent, high-performance memory system for Model Context Protocol (MCP) using libSQL.

Gemini Search

Generates responses based on the latest information using the Gemini API and Google Search.

Amazon Bedrock

Generates images from text descriptions using Amazon Bedrock's Nova Canvas model.

Qdrant Memory

Implements a knowledge graph with semantic search capabilities, leveraging the Qdrant vector database for persistence.

OpenMetadata

Enables standardized interaction with OpenMetadata through the Model Context Protocol.

Onyx

Connects MCP-compatible clients to Onyx AI knowledge bases, enabling semantic search and chat capabilities.

Crawl4AI

Enables web scraping and crawling capabilities for Large Language Models.

Omcp

Implements a Model Context Protocol server for querying and analyzing healthcare data stored in the OMOP Common Data Model.

Human

Enables AI assistants to leverage human input via Amazon Mechanical Turk.

Kling

Enables AI video, image, and audio generation from Kling AI directly within Claude.

Readwise Vector DB

Transforms your Readwise library into a self-hosted, semantically searchable database for highlights.

OLS

Provides a reliable interface for AI assistants to access and query the EBI Ontology Lookup Service (OLS) for accurate ontological information.

iMessage

Enables read-only access to iMessage data and macOS contacts via a Model Context Protocol (MCP) server for integration with other applications like Large Language Models.

Greeum

Provides persistent memory and context recall for AI conversations and models, enhancing their ability to remember past interactions and decisions.

Astro

Empowers Large Language Models to access and analyze comprehensive App Store Optimization data from the Astro application.

ChessAgine

Provides advanced chess analysis by implementing a Chess Context Protocol Server and integrating Stockfish, positional theme analysis, and opening databases.

Robust Long-Term Memory

Empowers large language models with a persistent, human-like memory module that integrates seamlessly outside the model itself.

C64 Bridge

Connects AI to Commodore 64 Ultimate and Ultimate 64 via a REST API using the Model Context Protocol, enabling LLM agents to control the retro computer.

CodeTree

Provides AI coding agents with structured code understanding through tree-sitter, significantly reducing token consumption.

ContextAtlas

Provides stable, reusable, and observable code context infrastructure for AI coding agents through hybrid retrieval, project memory, and retrieval observability.