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
1067 loaded projects. Generated at 2026-08-13T15:35:06.525Z.
Project
Open-source platform that unifies AI agent orchestration and workflow automation — autonomy and precision in one platform.
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
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
Project
💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support.
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.
Project
Mine your Claude Code and Codex logs into a local you.md agent profile.
Project
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Project
🚀 The fast, Pythonic way to build MCP servers and clients.
Project
Open source MCP Servers for AWS
Project
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents