Data Science & ML MCP 服务器

DeepSeek

Provides code generation and completion capabilities using the DeepSeek API, with support for tool chaining and cost optimization.

KNMI Weather

Provides real-time weather data from KNMI (Royal Netherlands Meteorological Institute) weather stations for any location in the Netherlands.

DuckDuckGo Web Search

Enables web searches using DuckDuckGo and fetches/summarizes content from the results using the Jina API.

CMR

Integrates AI retrievals with NASA's Earthdata Search by implementing a Model Context Protocol (MCP) server.

Tacitbase

Connects to Typesense collections and retrieves data using an MCP client.

WisdomForge

Forges wisdom from experiences and insights using a vector database for efficient knowledge management.

GemForge

Integrates Google's Gemini AI with MCP agents to enable codebase analysis, live search, and multi-file processing.

Shaka Packager

Integrates Shaka Packager with Claude AI applications, enabling video transcoding, packaging, and analysis.

Adobe Analytics by CData

Enables querying Adobe Analytics data from Claude Desktop using CData JDBC Drivers.

HAPI

Facilitates interaction with FHIR servers through natural language queries for healthcare data retrieval.

Knowledge Graph Builder

Transforms text and web content into structured knowledge graphs using local AI models, with persistent storage and real-time visualization.

MLE Kit

Provides a versatile MCP server offering practical tools for ML engineering workflows, including local and remote code execution, file management, remote GPU integration, and an LLM proxy.

Mnemex

Provides AI assistants with a temporal memory system featuring human-like forgetting curves and local, human-readable data storage.

Web Search

Empowers LLM agents with free web search capabilities through a self-hosted SearXNG backend, eliminating the need for API keys.

Kb-Bridge

Provides intelligent search and retrieval capabilities for knowledge bases through a Model Context Protocol server.

CyberChef

Enables AI agents to perform encryption, encoding, compression, and data analysis using CyberChef's extensive operations.

Medical Agents

Deploys a production-ready template for specialized medical agents as discoverable MCP tools via the Agent Orchestration Protocol.

EchoVault

Provides coding agents with local, persistent memory, storing decisions, bugs, and context as Markdown for efficient retrieval.

ComfyUI

Converts ComfyUI workflows into parameter-configurable tools for AI agents, enabling natural language-driven image and video generation.

Sverklo

Provides local-first code intelligence for AI agents through hybrid semantic search, symbol-level impact analysis, and diff-aware code review.