Data Science & ML MCP 服务器

Educhain Agent Kit

Enables interaction with the EDUCHAIN ecosystem by providing tools to query information, perform swaps on SailFish DEX, and explore arbitrage opportunities.

Glyph

Extracts symbol outlines from a codebase to provide LLM coding agents with necessary context.

QMT

Provides stock market data download and query functionalities, acting as an MCP server built on the QMT platform.

OpenDigger

Enables LLMs to access and analyze OpenDigger data via MCP tools.

Caltrain

Provides real-time Caltrain departure information using GTFS data via the Model Context Protocol.

HotNews

Provides real-time hot trending topics from major Chinese social platforms and news sites via the Model Context Protocol (MCP).

Coder Db

Enhances programming workflows by leveraging vector embeddings, structured databases, and knowledge graphs to intelligently store, retrieve, and analyze code patterns.

TWStock

Provides comprehensive Taiwan Stock Exchange (TWSE) data, including real-time stock information, financial reports, ESG data, and trend analysis capabilities.

Superset

Enables querying Apache Superset data using large language models through a Model Context Protocol (MCP) server.

VSCode LSP

Enables AI assistants and external tools to leverage Visual Studio Code's Language Server Protocol (LSP) features for advanced code intelligence via the Model Context Protocol (MCP).

Guru-PK

Facilitates multi-round AI expert debates by dynamically generating specialized AI agents to discuss any given topic.

Memvid

Exposes Memvid video memory functionalities to AI clients for encoding text, PDFs, and other content into a video memory format.

Newsfeed

Provides news information from various RSS feeds for integration with AI assistants.

Jina Reader

Provides web content searching and fetching capabilities through the Jina Reader API.

Pubmed Smithery

Enhance PubMed searches with features such as MeSH term lookup, publication count statistics, and PICO-based evidence search.

JobApply

Analyzes job postings and optimizes resumes and cover letters to aid in the job application process.

Crypto Rei

Provides local implementations of various crypto data APIs for use with other applications.

Filesystem

Enables seamless integration between LLM applications and external data sources by implementing the Model Context Protocol (MCP).

Figma

Converts Figma designs into a pseudo-code like structure, optimized for AI comprehension, and fetches design element images.

Fs-Mcp

Provides intelligent file reading and semantic search capabilities through a Model Context Protocol (MCP) server.