Data Science & ML MCP 서버

Mysql

Enables AI models to interact with MySQL databases through a standardized interface.

Web Search

Enables AI systems to access real-time web search capabilities.

Weather Chatbot

Provides a real-time weather conversation experience leveraging AI and external APIs through the Model Context Protocol.

Pull Request Inspector

Automates the retrieval, analysis, and storage of GitHub pull request data using the GitHub API, MongoDB, and the FastMCP framework.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

Ghidra

Exposes Ghidra's core functionality as an MCP server, enabling Large Language Models to autonomously reverse engineer applications.

MySQL

Manages MySQL database operations, health monitoring, and AI-assisted insights through the Model Context Protocol.

Elasticsearch Agent Builder

Transforms Telegram chat and voice messages into searchable knowledge using AI-powered ingestion and conversational querying via Elasticsearch.

Exa Websets

Integrates Exa AI's web content collection and real-time search capabilities into AI assistants for comprehensive knowledge management.

Claude Plan Review

Facilitates human review of AI-generated plans using a web-based interface designed to mimic a merge request experience.

1000 Genomes Project Dataset

Provides natural language access and advanced filtering capabilities for the 1000 Genomes Project dataset.

PyVector

Provides a lightweight vector database implementation with Model Context Protocol (MCP) server support, optimized for local LLM applications.

Critical Minerals Data Tools

Provides a unified suite of MCP servers and REST APIs for accessing critical minerals and materials data from authoritative sources.

WhatsApp Bridge

Streamline support by transforming a personal WhatsApp account into an AI-powered channel, offering a cost-effective and open-source solution.

SBB OpenData

Connects AI models to public Swiss Federal Railways (SBB) open data, providing real-time and historical information without an API key.

Crypto

Connects AI agents to the real-time crypto and DeFi ecosystem, providing a wide range of financial intelligence and on-chain action capabilities.

Psim

Enables natural language design of power electronics circuits and control of Altair PSIM simulations through a Claude Desktop integration.

Verodat GDrive

Enables AI models to seamlessly interact with Google Drive, facilitating search, listing, and reading of files.

HumanRail

Routes AI-unsolvable tasks requiring human judgment to a vetted worker pool.

Zymemory

Enables Claude Desktop and Code with robust long-term memory capabilities.