Data Science & ML MCPサーバー

Comfy Pipeline

Integrates ComfyUI workflows into Open WebUI pipelines for image generation.

Daytona Interpreter

Executes Python code within ephemeral Daytona sandboxes, facilitating tasks such as code execution, file manipulation, and web server previewing.

Outlook Email

Processes emails from Outlook, stores them in SQLite, and generates vector embeddings for semantic search.

Firebolt

Connects large language models to the Firebolt data warehouse.

OpenVision

Analyzes images using OpenRouter vision models, providing descriptions and enabling AI assistants to understand visual content.

iMessage RAG

Enables a local iMessage Retrieval-Augmented Generation (RAG) server.

Oura

Enables AI assistants to access and analyze Oura Ring data through the Model Controller Protocol (MCP).

OWL

Connects AI assistants to Web Ontology Language (OWL) ontologies using the Model-Context-Protocol.

Enrichr

Performs gene set enrichment analysis using the Enrichr API within a Model Context Protocol server.

Sketch

Processes Sketch design files to enable AI tools to intelligently analyze designs and generate Vue component code.

BuildAutomata Memory

Provides AI agents with persistent, searchable, and versioned long-term memory that endures across conversations and tools.

Scorable

Enables AI assistants and agents to evaluate responses against various quality criteria using Root Signals evaluators via the Model Context Protocol (MCP).

Mnemo

Extends AI assistant memory by leveraging Gemini's context caching to load and query large codebases, documentation, and PDFs.

Hmem

Provides AI agents with persistent, hierarchical memory, preventing loss of context and duplicated work across sessions.

Call A Human

Enables AI agents to pause for human input or approval before executing irreversible actions.

Pyxel

Enables AI agents to autonomously run, verify, and iterate on retro game programs developed with Pyxel.

Audio Analyzer

Empower large language models to process and understand audio by converting raw sound into structured analytical data.

Mimir

Indexes code repositories into a knowledge graph, providing comprehensive code intelligence for AI agents and human developers through MCP, HTTP API, and an interactive web UI.

ContextCore

Efficiently searches and filters local data across various formats to provide AI with relevant context, significantly reducing API costs.

MemoryPilot

Provides persistent, searchable, and intelligently organized memory with project awareness for AI coding assistants.