Data Science & ML MCPサーバー

Vectorize

Implements a Model Context Protocol (MCP) server that integrates with Vectorize for advanced vector retrieval and text extraction.

SQLite Explorer

Provides safe, read-only access to SQLite databases for exploration and querying by Large Language Models (LLMs).

All-In-One

Provides an all-in-one Model Context Protocol (MCP) server with AI search, RAG, and integrations for services like GitLab, Jira, and Confluence.

PubMed

Enables searching and fetching of articles from the PubMed database.

Memory

Provides knowledge graph management capabilities for large language models, enabling persistent memory across conversations.

Trino

Implements a Model Context Protocol (MCP) server for Trino in Go, enabling AI assistants to interact with Trino's distributed SQL query engine.

Twilio

Exposes Twilio's APIs to AI assistants and other tools that support the Model Context Protocol (MCP).

GIMP AI Integration

Enables seamless interaction between GIMP and AI models for intelligent image editing workflows.

Screenshot

Captures and tiles web page screenshots into AI-friendly dimensions, specifically optimized for Claude Vision API.

Power BI

Empowers AI assistants to interact with Power BI datasets using natural language.

Heimdall

Provides AI coding assistants with persistent, cognitive memory of specific codebases, enabling long-term learning and recall across sessions.

LangGraph AI

Offers a comprehensive collection of LangGraph implementations, tutorials, and advanced AI workflows.

Interactive Brokers

Integrates with Interactive Brokers' trading platform, enabling AI assistants to manage accounts, retrieve market data, and execute trades.

SPARQL-LLM

Enhance Large Language Models' capabilities in generating and validating SPARQL queries for specific knowledge graph endpoints.

FlowLens

Empowers AI coding agents with full browser context to streamline debugging and regression testing workflows.

Spring AI Playground

Provides a self-hosted web UI for low-code AI tool development, integrating live MCP server registration and dynamic tool exposure for AI agents.

Arbor

Builds a comprehensive graph of your codebase, providing deterministic program understanding for AI-assisted code intelligence instead of embedding-based RAG.

Tendem

Integrates Tendem's AI + Human Agent capabilities directly into various coding environments.

WinRemote

Facilitates remote control and automation of Windows desktops via the Model Context Protocol, empowering AI agents and cross-platform workflows.

SkillLite

Provides a lightweight AI Agent Skills engine with a built-in native system-level sandbox, zero dependencies, and fully local execution.