Data Science & ML MCPサーバー

Pytest Results Context

Updates large language models with context about the most recent pytest results.

Jina AI

Provides semantic, image, and cross-modal search functionalities.

Research Agent

Enables multi-turn conversations with multiple language models to broaden search scope and gain deeper perspectives.

Codebase Analyzer

Analyzes Python code using AST, stores information in Weaviate, and provides querying via an MCP server.

Qualitative Researcher

Manages qualitative research context across sessions using a knowledge graph.

MLC Bakery

Manages machine learning model provenance and lineage using a Python-based service.

ArXiv Search

Searches and fetches scientific papers from arXiv.org based on category and number of results.

Klaudium

Enhances memory management with dynamic compression, context awareness, and thinking process integration.

Postgres

Enables LLMs to inspect PostgreSQL database schemas and execute read-only queries.

Gemini API

Provides a Google Gemini API server for text generation, image analysis, video analysis, and web searching.

Google Cloud Healthcare API

Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

WeatherXM PRO

Exposes WeatherXM PRO APIs as MCP tools, providing access to weather station data, observations, and forecasts via the MCP protocol.

IMF Data

Retrieves and processes economic data from the free IMF data API.

Image Generator

Generates images from text prompts using Together AI or Replicate models.

Gemini

Integrates Google's Gemini model with Claude using the Model Context Protocol (MCP).

ComfyUI

Integrates ComfyUI with MCP, enabling workflow execution and image generation.

Bio-OS

Manages workflows and Docker image building for Bio-OS instance platforms.

Climatiq

Integrates with the Climatiq API to enable AI assistants to calculate carbon emissions for various activities.

DeepSeek

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

Replicate Server

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