Data Science & ML MCP 服务器

Elasticsearch

Integrates with Elasticsearch to manage Message Conversion Protocol (MCP) data through a RESTful API.

ModelScope

Provides an unofficial server implementation for the Model Context Protocol (MCP) to interact with ModelScope services.

CalendarAgent

Automates Google Calendar tasks, including scheduling meetings via prompts and inspecting metadata, to build extensible agent-based workflows.

Sphraiva

Enables local execution of Model Context Protocol (MCP) and Retrieval-Augmented Generation (RAG) applications without external cloud dependencies.

File Tools

Provides file and directory tools for LLMs and coding agents to quickly get project context, supporting Gitignore patterns and various project information resources.

Sentiment Analyzer

Analyzes text for sentiment and sarcasm using Hugging Face Transformers within a Gradio application.

AI Agent

Provides a Model Context Protocol (MCP) server implementation to facilitate interactions between AI agents.

Cymbiont

Establishes a persistent knowledge graph for AI agents, enabling long-term memory and context retention across conversations and tasks.

DuckDuckGo

Enables web search through DuckDuckGo and intelligently fetches and parses webpage content.

Recruitee

Provides a Model Context Protocol (MCP) server for the Recruitee API, enabling streamlined extraction of candidate profiles from recruitment pipelines.

Unified System

Provides a production-ready Model Context Protocol server with an OpenAI-compatible API for seamless LLM and LangChain integration.

Translate

Facilitates multi-language translation and text-to-speech using an MCP architecture.

MGnify

Expose MGnify’s metagenomics API as tools and resources for AI clients using the Model Context Protocol.