Community-driven TigerGraph integration exposing queries, schema, and UDFs as structured tools and prompts for natural language control.

Streamable HTTP interface enabling AI models to query Ticketmaster Discovery API for events, venues, and attractions with rich filtering and per-request API keys.

Production-ready tool enabling background SSH commands, file transfers, structured output, with robust timeouts and security controls.

High-performance deterministic templating with strict todo validation and native MCP support for reproducible outputs and quality enforcement.

Lucene-powered, fast full-text search with REST API for upsert, query, delete, and list, with Docker support.

Automates co-author management for pairing sessions by integrating with git-mob CLI and storing team members, streamlining Co-authored-by trailers.

TypeScript-based integration delivering end-to-end BugBug API access, intelligent test execution, AI-assisted workflows, and real-time status updates.

Atris MCP delivers AI-assisted access to Audius content and actions via 105 tools, enabling natural-language queries for discovery, streaming, uploading, social interactions, and monetization.

Enables LLMs to orchestrate Steadybit experiments using templates, run experiments, view designs, and manage environments via API.

AI-assisted integration with Inflectra Spira that exposes My Work, artifacts, programs, templates, automation, and specifications for seamless agent collaboration.

Memory Cache Server for use with supported MCP API Clients.

Modular templates and prompt chains for structured analyses and content transformations.

RagDocs enables semantic search and document management using Qdrant vector storage with Ollama or OpenAI embeddings.

Python-powered implementation delivering Playwright-driven browser automation with robust error handling and rich logging for reliable AI web interactions.

Modular Rust toolkit enabling AI assistants to securely access data, search results, code edits, and long-running tasks via provider-agnostic tooling.

A Model Context Protocol server for interacting with Babashka, a native Clojure interpreter for scripting

Persistent, project-scoped context management with conversation continuity and JSON-backed storage.

AI-driven code analysis, automated code collection, and documentation generation via OpenAI APIs with an easy npx-based setup for rapid, collaborative workflows.

Lightweight bidirectional proxy enabling SSE and STDIO, with lifecycle callbacks and SDK compatibility for custom integrations.

A MCP Filesystem implementation for Claude, written mostly by Claude

OR-Tools CP-SAT powered MCP server exposing constraint solving to LLM workflows via JSON.

Multi-language dependency analysis with architectural scoring, detailed metadata, and cross-language graphs for in-depth code insights.

Bridge between YouTube captions and AI assistants via Model Context Protocol, enabling caption retrieval and video summarization.

06 mcp host genaiapp