Data Science & ML MCP 服务器

DuckDuckGo Search

Integrates DuckDuckGo search capabilities into Large Language Models via the Model Context Protocol.

Code2Flow

Generates code call graphs and serves them via the Model Context Protocol (MCP) for AI application integration.

MTender OCDS

Provides access to Moldova's public procurement data through the MTender API, adhering to the Open Contracting Data Standard (OCDS).

Okx

Fetches real-time cryptocurrency data from the OKX exchange for use with AI assistants.

Optimizer

Provides a mathematical optimization server leveraging PuLP and OR-Tools.

Writer

Manages character knowledge and relationships for creative writing projects, acting as a Model Context Protocol server.

Project Synapse

Showcases Agent Communication Protocol (ACP), Agent-to-Agent (A2A), and Model Context Protocol (MCP) capabilities through a collaborative research swarm.

Cozmo

Enables AI clients to control Digital Dream Labs and Anki Cozmo robots by acting as a Model Context Protocol (MCP) server.

TW Stock Agent

Offers a Model Context Protocol server for querying and analyzing Taiwan stock market data.

Zen

Orchestrates multiple AI models to provide enhanced code analysis, problem-solving, and collaborative development within CLI-based AI agents.

Celery

Connects Celery distributed task queues with the Model Context Protocol, enabling advanced task management and AI integration.

Hi-AI

Assists developers with AI-driven tools by implementing the Model Context Protocol, offering natural language-based keyword recognition for complex tasks.

Dynamic Smart

Converts natural language questions into SQL queries, providing an intelligent interface for any SQL database.

Ghostshell

Enables AI-powered conjoint experiments and causal research through an MCP server compatible with various AI assistants.

Bookmark Lens

Empowers AI assistants to semantically search and organize your saved bookmarks, providing a local-first, privacy-focused knowledge base.

Manager

Centralizes Model Context Protocol (MCP) server management, routing client requests, and enforcing fine-grained access control across multiple backend servers through a unified interface.

MemRL

Provides AI agents with a persistent, reinforcement-learning-powered memory system for continuous improvement.

Zotero Chunk RAG

Enables passage-level semantic search within your Zotero library, extracting and embedding PDF content for precise quote and citation retrieval.

EMBA

Exposes EMBA firmware analysis results as structured tools, enabling Large Language Models to query and reason about security findings.

Measure Space

Provides weather, climate, agriculture, pollen, air quality, and geocoding services via an API.