Data Science & ML MCPサーバー

Meilisearch

Enables large language models to access Meilisearch's search capabilities via the Model Context Protocol.

MySQL

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

Acceleronix

Enables AI models to access and interact with real-time IoT data from the Acceleronix platform, enhancing AI applications with contextual device information.

RepoTools

Empowers developers with a comprehensive, AI-driven toolkit accessible directly in their browser via a Chrome extension and robust local server.

DuckDuckGo Search Integration

Provides an MCP server to enable AI systems to perform various types of searches using the DuckDuckGo search engine.

Flight Finder

Enables AI assistants to search, analyze, and provide intelligent booking recommendations for flights across multiple online sources.

RGB

Integrates AI assistants with RGB Lightning Node APIs through a Model Context Protocol (MCP) server.

Neo4j GraphRAG

Extends Neo4j with advanced search capabilities, including vector, fulltext, and search-augmented Cypher queries, specifically designed for GraphRAG applications.

Quotewise

Enables AI assistants to semantically search for quotes, verify attributions, and provide transparent source citations.

Hybrid Orchestrator

Automates financial service tasks by combining human workers and AI into seamless, guided workflows.

Nmap

Enable AI-driven network security scanning with a production-ready Nmap server, supporting diverse tools, scan types, and timing templates.

The Button Heist

Provides programmatic control over iOS applications, allowing AI agents and human users to inspect UI, tap, swipe, type, and navigate.

UI Annotator

Bridges visual UI feedback and AI-assisted code changes by allowing developers to annotate UI issues on localhost sites and send them directly to Claude Code.

DevGuardian

Empower developers with an AI-powered coding assistant for debugging, code generation, and Git command execution.

Knowledge Base

Integrates local codebases and documentation into a knowledge base server for Model Context Protocol (MCP) clients.

News Sentiment

Analyzes live news media to provide sentiment scores, volume trends, and historical coverage data for AI agents.

Image Generation

Orchestrates image generation across multiple providers like OpenAI and Stable Diffusion, serving results to various MCP clients.

LynxPrompt

Bridges LynxPrompt instances to an MCP server, empowering AI agents to manage configuration blueprints.

Sqlize

Provides an SQL layer for querying REST API endpoints, enabling declarative data retrieval.

Engram

Provides persistent, zero-LLM, local-first memory with proactive recall for AI coding agents.