Data Science & ML MCP 服务器

Mcp Servers

Extends AI model capabilities with a collection of Model Context Protocol (MCP) servers that provide access to various tools and resources.

The Pensieve

Manages and retrieves knowledge using a natural language interface, powered by LLM analysis.

LocalREPL

Executes Python code locally within Claude Desktop, enabling secure and private experimentation without API keys.

SFTP by CData

Exposes SFTP data as a read-only Model Context Protocol (MCP) server for querying with Large Language Models (LLMs).

WikiJS

Integrates WikiJS with AI assistants, enabling them to search and retrieve content from your WikiJS knowledge base.

Excel

Enables AI assistants to read, write, and manipulate Excel files using the Model Context Protocol.

Postgres

Provides secure, efficient PostgreSQL database access for AI agents using the Model Context Protocol.

Agent Cascade

Routes requests from Model Context Protocol clients to locally hosted large language models like Ollama or LM Studio.

Bugzilla

Enables AI applications to securely interact with Bugzilla bug tracking systems through a standardized protocol.

OneKGP

Provides natural language access to the 1000 Genomes Project dataset, enabling sophisticated genetic data queries.

Vibe

Integrate the Mistral Vibe CLI into your development workflow to manage AI-powered project tasks and interactions.

ThemeContext

Extracts design tokens from any website using AI assistants to provide up-to-date theme information for LLMs and AI code editors.

Local LTM

Provides a local Model Context Protocol server, enabling AI agents to store, search, update, and delete durable, persistent memories using Mem0.

Minerva

Distinguishes real network services from honeypot emulators by analyzing statistical fingerprints of TCP response times.

OCD

Provides a collaborative, Git-backed datastore for LLMs and humans to manage hierarchically structured knowledge using Markdown files.

Tube

Empowers AI agents to search YouTube and retrieve video transcripts for analysis.

GoTRON

Enables AI agents to interact with the TRON blockchain, facilitating queries for balances, tokens, blocks, and the creation of unsigned transactions.

CSRankings

Provides CSRankings.org data to AI assistants for ranking CS institutions and exploring research profiles.

Claude TTS

Integrate a free, offline, local text-to-speech server for Claude Code interactions, powered by the Kokoro AI model.

Metasearch

Aggregates search results from multiple providers into a structured JSON API and MCP server for AI agents and LLM workflows.