Data Science & ML MCP Servers

Youtube Summarizer

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

Singapore LTA

Provides real-time access to transportation information from Singapore's Land Transport Authority (LTA) DataMall API.

Flux Schnell

Generates images from text prompts using the Replicate API and a Model Context Protocol server.

Weather

Retrieves real-time weather data using the OpenWeatherMap API.

Strava

Enables language models to interact with Strava data, providing access to activities, athlete information, and more.

Pbs Api

Integrates AI models with the Australian Pharmaceutical Benefits Scheme (PBS) API for accessing medicine, pricing, and availability data.

Alpaca

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

Cosmos DB

Enables Large Language Models to directly query and interact with Azure Cosmos DB data.

Entscheidsuche

Provides standardized access to Swiss court decisions via the entscheidsuche.ch API, enabling LLMs to search, retrieve, and analyze legal documents.

Exa

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

BCRP

Provides seamless access to economic and financial time series data from the Central Reserve Bank of Peru (BCRP) via a standardized Model Context Protocol interface.

Etherscan

Provides access to Etherscan blockchain data for LLM applications via the Model Context Protocol.

Universal Robot

Enables AI assistants and LLM applications to securely control Universal Robots functionality for real-time operation and monitoring.

Immunefi

Facilitates AI assistants and other MCP-compatible clients in searching, filtering, and retrieving bug bounty program data from the Immunefi platform.

Nabu Nisaba

Enhances LLM agent capabilities with semantic code search, structural code views, and an intelligent workspace TUI for efficient context management.

Slash Command Manager

Generates and manages slash commands for AI coding assistants via a Python CLI and MCP server, streamlining interaction with tools like Cursor and Claude Code.

Claude Total Memory

Provides persistent memory and self-improving capabilities for Claude Code and OpenAI Codex CLI through a Model Context Protocol (MCP) server.

WeChat Article Reader

Reads WeChat Official Account articles by bypassing anti-scraping mechanisms using a headless browser for large language models.

AgentTel

Enrich OpenTelemetry traces with AI agent-ready context for autonomous incident diagnosis and resolution across JVM backends and browser frontends.

MetriLLM

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