# Git.Top

Git.Top is an agent-native GitHub project knowledge layer for open-source project discovery, comparison, deployment fit, alternatives, quality signals, and MCP access.

## Core URLs

- Docs: https://git.top/docs
- Connect: https://git.top/connect
- Client compatibility: https://git.top/compatibility
- Client compatibility JSON: https://git.top/api/compatibility
- Agent distribution package: https://git.top/distribution.json
- Agent quickstart: https://git.top/quickstart
- Agent recipes: https://git.top/recipes
- API examples: https://git.top/examples
- Atlas journeys: https://git.top/journeys
- Integrations: https://git.top/integrations
- MCP discovery: https://git.top/mcp
- MCP core profile: https://git.top/mcp/core
- Agent surface map: https://git.top/api/agent-map
- Agent quickstart JSON: https://git.top/api/quickstart
- Agent recipes JSON: https://git.top/api/recipes
- API examples JSON: https://git.top/api/examples
- Atlas journeys JSON: https://git.top/api/journeys
- Roadmap: https://git.top/roadmap
- Agent workflow: https://git.top/workflow
- Trust gate: https://git.top/trust
- Public benchmark: https://git.top/benchmark
- Public benchmark JSON: https://git.top/api/benchmark
- Trust Gate Guide: https://git.top/topics/trust-gate-guide
- OpenAPI: https://git.top/openapi.json
- Project schema: https://git.top/api/schema/project.v2
- Health: https://git.top/api/health
- Public status: https://git.top/status
- Quality: https://git.top/api/quality
- Trust gate JSON: https://git.top/api/trust
- Quality governance: https://git.top/quality
- Corpus coverage: https://git.top/coverage
- Low-confidence review: https://git.top/quality/review
- Search: https://git.top/api/search?q=cloudflare%20agent&limit=5
- Batch project lookup: https://git.top/api/projects?ids=cloudflare/agents,openai/codex&profile=compact
- Project changes: https://git.top/api/changes?limit=50
- Agent feedback validation: https://git.top/api/feedback/proposals

## Agent Guidance

- Check metadata.source before making high-confidence recommendations.
- Prefer metadata.source=d1 for production answers.
- Check /status for D1 availability, sync health, and freshness before production use.
- Check /trust or /api/trust for a single production-readiness gate before high-confidence recommendations.
- Check /benchmark or /api/benchmark for public eval health, explanation coverage, data trust, review queue size, and known limitations.
- Check /coverage when the question depends on corpus breadth or category representation.
- Inspect classification evidence and quality_signal_confidence before citing a score.
- Inspect verification.overall_status and verification.signals.*; not_run and inferred are uncertainty, not runtime or security proof.
- Use /api/projects for snapshot-consistent batch reads and /api/changes for incremental cache updates and deletion tombstones.
- Continue search, trending, and category lists with page.next_cursor; restart when the snapshot-bound cursor is stale.
- Inspect search.query_interpretation when Git.Top normalizes a known typo or Chinese AI-domain term.
- Use MCP propose_project_feedback to validate evidence-backed corrections; authenticated persistence and administrator review are separate steps.
- Use /mcp for JSON-RPC tools/list and tools/call.
- Use /quickstart or /api/quickstart for the shortest integration path.
- Use /api/agent-map.short_path first, then /api/agent-map.reference_path when you need the fuller discovery surface.
- Use /recipes or /api/recipes for task-specific integration workflows.
- Use /examples or /api/examples for copyable REST, MCP, and GRP calls.
- Use /journeys or /api/journeys when starting from an ecosystem and moving toward a recommendation, graph, alternatives, compare, score, or Agent Map decision path.
- Use /integrations for REST, MCP, and GRP production integration paths.
- Use /connect for the one-minute MCP installation path and client-specific setup commands.
- Use /compatibility or /api/compatibility to distinguish server contract coverage from dated real-client support evidence.
- Use /distribution.json for reusable registry copy, profiles, campaign links, privacy boundaries, and submission status.

## Useful Pages

- Best MCP Servers: https://git.top/topics/best-mcp-servers
- Best AI Agent Frameworks: https://git.top/topics/best-ai-agent-frameworks
- Cloudflare-ready AI Projects: https://git.top/topics/cloudflare-ready-ai-projects
- LangChain Alternatives: https://git.top/topics/langchain-alternatives
- Open Source LLM Gateways: https://git.top/topics/open-source-llm-gateways
- AI Observability Tools: https://git.top/topics/ai-observability-tools
- AI Workflow Automation: https://git.top/topics/ai-workflow-automation
- Atlas Guide: https://git.top/topics/atlas-guide
- Atlas Journey Guide: https://git.top/topics/atlas-journey-guide
- Graph Guide: https://git.top/topics/graph-guide
- Project Graph Guide: https://git.top/topics/project-graph-guide
- Open Source Knowledge Graph API: https://git.top/topics/open-source-knowledge-graph-api
- MCP Integration Guide: https://git.top/topics/mcp-integration-guide
- Recommendation Guide: https://git.top/topics/recommendation-guide
- Project Comparison Guide: https://git.top/topics/project-comparison-guide
- Git.Top Score Guide: https://git.top/topics/git-top-score-guide
- Agent Workflow Guide: https://git.top/topics/agent-workflow-guide
- Alternatives Engine Guide: https://git.top/topics/alternatives-engine-guide
- Trust Gate Guide: https://git.top/topics/trust-gate-guide
- Data Trust Guide: https://git.top/topics/data-trust-guide
- Open Source Quality Score API: https://git.top/topics/open-source-quality-score-api

Full agent documentation: https://git.top/llms-full.txt