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.

GraphDB

Provides read-only access to graphs within an Ontotext GraphDB repository, enabling LLMs to execute SPARQL queries.

Firebolt

Connects large language models to the Firebolt data warehouse.

CoinStats

Provides access to cryptocurrency market data, portfolio tracking, and news via the CoinStats API.

Wikipedia

Enables language models to search and retrieve Wikipedia articles programmatically.

IoWarp

Connects AI agents and large language models with diverse scientific computing resources and datasets via a standardized protocol.

H1B Job Search

Automate H-1B job searching and analyze sponsorship data using official U.S. Department of Labor LCA disclosures.

Memory Journal

Capture and organize technical details, code context, GitHub issues, and personal reflections into a Git-based project journal.

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.

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.

Resonant Mind

Provides persistent cognitive infrastructure for AI systems, offering semantic memory, emotional processing, and identity continuity.

Engram

Provides persistent memory and self-awareness for Claude Code, automatically tracking mistakes, decisions, and context across development sessions.

Mimirs

Provides AI coding agents with persistent, searchable memory of your codebase, significantly reducing token usage and response times.