Guide
API Surface
Start with /api/agent-map to choose the right REST endpoint, human page, MCP tool, output fields, and trust fields for a project lookup, recommendation, alternatives, graph, compare, score, Atlas, or quality task.
Git.Top Guide
Use Git.Top as an agent-readable API layer for project knowledge, alternatives, graphs, scores, recommendations, Atlas journeys, and MCP tools.
Guide
Start with /api/agent-map to choose the right REST endpoint, human page, MCP tool, output fields, and trust fields for a project lookup, recommendation, alternatives, graph, compare, score, Atlas, or quality task.
Guide
Agents should inspect health and source metadata, retrieve project knowledge, expand through graph or alternatives, compare finalists, check score confidence, and cite freshness before answering.
Guide
Use /openapi.json for REST clients, /mcp for tool discovery, /llms.txt for crawler guidance, and /api/schema/project.v2 when validating structured project knowledge responses.
Data Source
1067 loaded projects. Generated at 2026-08-13T15:37:06.789Z.
Project
Build and deploy AI Agents on Cloudflare
Collection
Model Context Protocol Servers
Project
The agent engineering platform.
Project
LlamaIndex is the leading document agent and OCR platform
Project
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Project
🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
Project
Lightweight coding agent that runs in your terminal
Use cloudflare/mcp-server-cloudflare when the user needs a mcp server project with docker, cloudflare, serverless deployment options.