Data Science & ML MCP Servers

Youtube Summarizer

Exposes YouTube summarization APIs as tools compatible with the MCP (Meta-Control Protocol).

Hive

Enables AI assistants to interact with the Hive blockchain using the Model Context Protocol.

Replicate Server

Interfaces with Replicate's API to generate content using hosted AI models.

Alpaca

Enables large language models to interact with the Alpaca trading API for stock trading and account management through natural language.

Exa

Enables AI-powered code search using the Exa API within an MCP environment.

X-Act

Compose AI assistants with this library.

Datos.gob.es

Enables querying and analyzing Spanish public datasets available on datos.gob.es directly from MCP clients.

Hong Kong Transportation

Provides access to Hong Kong transportation-related data, including passenger traffic statistics and real-time bus arrival information.

Excel

Provides a Python-based server that empowers LLMs and AI agents to programmatically manipulate Excel workbooks and worksheets.

FastMail

Enhance FastMail email management with AI-powered features for smart analysis, organization, and contextual reply generation.

Profile Researcher

Mines, searches, and enriches LinkedIn profile data with advanced AI and third-party API integrations.

MemCP

Enables AI assistants to possess persistent long-term memory and context across conversations and platforms.

Hi-AI

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

Omni-NLI

Provides natural language inference capabilities through a multi-interface server, supporting REST API and Model Context Protocol.

LiteLLM Agent

Empowers AI agents to access over 100 large language models via LiteLLM's unified API.

HWP

Enables large language models to interact with and modify binary HWP (한글) documents programmatically.

CASCADE Memory Enterprise

Provides AI systems with a structured, six-layer cognitive memory featuring temporal decay, importance scoring, and accelerated access.

MetriLLM

Benchmark local LLM models to assess speed, quality, and hardware fitness, generating a shareable global score and leaderboard rank.

FreshContext

Provides AI agents with timestamped web intelligence, ensuring data freshness and verifiable context for informed decision-making.

Elnora

Integrate AI agents with the Elnora bioprotocol optimization platform using the Model Context Protocol.