Guide
Discovery First
Start with GET /mcp to inspect available tools, schema URLs, health links, quality links, example JSON-RPC payloads, and the same Agent Map concepts exposed by /api/agent-map.
Git.Top Guide
Connect agents to Git.Top MCP tools for open-source project search, recommendations, alternatives, graph context, scores, Atlas maps, and trust checks.
Guide
Start with GET /mcp to inspect available tools, schema URLs, health links, quality links, example JSON-RPC payloads, and the same Agent Map concepts exposed by /api/agent-map.
Guide
Use tools/list before tools/call, then call search_projects, get_project, recommend_project, get_project_graph, compare_projects, get_atlas, or get_quality_report depending on the user intent.
Guide
Set require_d1 in MCP tool arguments when an agent should fail closed instead of using seed fallback, and cite metadata.source, classification evidence, and quality signal confidence.
Data Source
1226 loaded projects. Generated at 2026-11-11T00:12:48.260Z.
Project
Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.
Project
PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless access to protein structure data through API tools and graph database schema assistance for intelligent Cypher query generation, bridging structural biology and AI research.
Project
Open-source AI agents and workflow automation. Self-host or embed in your SaaS. Apache 2.0 alternative to n8n and Zapier.
Project
A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance over HTTP
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.
Project
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
Project
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Project
Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.
Project
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
Project
Mine your Claude Code and Codex logs into a local you.md agent profile.
Project
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
Project
Open-source AI gateway on Cloudflare Workers, in TypeScript: OpenAI/Anthropic-compatible chat with SSE streaming, Files + Batch APIs, provider routing with circuit breaking and failover, virtual API keys, per-tenant Durable Object storage, quotas/wallets/budgets, guardrails, response cache, MCP server, durable metering, contract-driven Admin API.