Data Science & ML MCP 서버

Comfy Pipeline

Integrates ComfyUI workflows into Open WebUI pipelines for image generation.

Outlook Email

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

Ramp

Enables retrieval and analysis of Ramp data for LLM integration via a Model Context Protocol server.

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.

Enrichr

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

Azure DevOps

Enables AI agents to automate and manage Azure DevOps operations, including boards, repositories, pipelines, artifacts, test plans, and wikis.

Remy

Provides programmatic access to Israeli Land Authority (רמ״י) public tender data.

DeFi Yields

Enables AI agents to explore and analyze decentralized finance yield opportunities using data from DefiLlama.

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.

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).

IDAssist

Integrates IDA Pro's powerful binary analysis capabilities with Large Language Model clients via a standalone server plugin.

Lilbee

Provides a local Retrieval Augmented Generation (RAG) CLI and MCP server to index documents and code, enabling questions via terminal or agent tools.

Audio Analyzer

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

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.

ContextCore

Indexes local files and codebases, enabling massive token savings for AI tools like Claude through hybrid search and intelligent context retrieval.