Data Science & ML MCP 服务器

Enhanced Postgres

Enables LLMs to read, write, and manage schemas in PostgreSQL databases.

Chat Analysis

Enables semantic analysis of chat conversations through vector embeddings and knowledge graphs.

Skrape

Converts any webpage into clean, LLM-ready Markdown for seamless integration with Large Language Models.

Tradovate

Enables AI assistants to manage Tradovate trading accounts through natural language.

Akash

Bridges AI agents and the Akash Network, enabling AI models to deploy applications and manage deployments.

Mysql Cursor

Provides read-only access to MySQL databases for LLMs via the Model Context Protocol.

Internet Speed Test

Enables AI models and agents to measure internet speed and network performance metrics through a standardized Model Context Protocol (MCP) interface.

Hong Kong Finance Data

Provides access to a diverse range of finance-related data in Hong Kong through a FastMCP interface.

Sarvam

Offers a server solution to integrate and utilize Sarvam AI's comprehensive text processing APIs directly.

Reactome

Provides access to Reactome pathway and systems biology data through a Model Context Protocol server.

Mirror

Enables Large Language Models (LLMs) to engage in self-reflection and introspection through recursive questioning and Model Context Protocol (MCP) sampling.

AI IDE for Paper Reading

Facilitates in-depth analysis of scientific papers by providing local PDF parsing, mathematical formula explanation, code generation, and intelligent reporting.

RAG Anything

Wraps the RAG-Anything library, offering a FastAPI REST API and an MCP server for robust Retrieval Augmented Generation.

Qurio

Powers AI agents with a self-hosted RAG engine, ingesting local web documents and PDFs to provide grounded context via the Model Context Protocol (MCP).

Nautobot

Enables intelligent interaction with Nautobot APIs and a comprehensive knowledge base using semantic search and dynamic API requests.

European Parliament

Provides AI assistants and other clients with structured, secure access to European Parliament open datasets via the Model Context Protocol.

Hypabase

Manages hypergraph data with built-in provenance tracking and SQLite persistence for complex relationships.

LedgerMind

Manages an autonomous, self-healing knowledge core for AI agents, continuously monitoring, resolving conflicts, and distilling experience into structured rules.

Fava Trails

Establishes a versioned, auditable memory system for AI agents, leveraging a Version Control System (VCS) through the Model Context Protocol (MCP).

Dashboards

Renders interactive charts, dashboards, and KPI widgets directly within AI conversations.