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Make repos readable by AI agents with llms.txt, static discovery manifests, schema gates, proof receipts, and CLI checks.

Project description

AgentPress

Make any repo readable by AI agents in 60 seconds with llms.txt, static discovery manifests, schema gates, proof receipts, and CLI checks.

Compatibility

Runtime Support level Notes
Claude (Anthropic) Full Native llms.txt plus agent contracts.
GPT-4 / Codex Full Uses llms.txt and machine-readable entrypoints.
Gemini Full Uses llms.txt and machine-readable entrypoints.
GLM-4 (Zhipu) Full Uses llms.txt and .well-known/agentpress.json.
LangChain Full Uses llms.txt and structured manifests.
CrewAI Full Uses llms.txt and structured manifests.
MCP / ACP Full Uses .well-known manifests and agent contracts.
Cline / Roo / OpenHands Compatible Uses llms.txt as the first-read handoff.

Execute

python3 scripts/agentpress.py doctor --json
python3 scripts/agentpress.py list --json
python3 scripts/agentpress.py validate agentpress/examples/api-docs-handoff --json
python3 scripts/agentpress.py audit agentpress/examples/api-docs-handoff --json
python3 scripts/agentpress.py eval agentpress/examples
python3 scripts/agentpress.py check-registry
python3 scripts/agentpress.py check-openapi

First-user eval harness

Run a safe local adversarial smoke test against synthetic repos:

python3 scripts/eval_first_user_harness.py --timeout 20

The harness creates 5-10 generated repos under /tmp, runs local AgentPress first-contact commands (--help, doctor --mode local, lint --no-write, first-run-wizard --no-write, first-user-bootstrap --no-write), writes a Markdown backlog report, and cleans generated repos by default.

Required agent files

  • AGENT_ENTRYPOINT.md
  • agent-task-card.json
  • source-map.json
  • freshness.json
  • allowed-actions.json
  • .well-known/ai-ingestion.json
  • llms.txt
  • sitemap.xml
  • citation-policy.md
  • disclaimer.md
  • evals/*.jsonl

Reference bundles

Machine contracts

Gorilla utility packs

Agents looking for the five utility-first gorilla packs should fetch the machine-readable landing first: landing/gorilla-utility-pack-landing.json, then the manifest: growth/gorilla-utility-pack/manifest.json. The pack is ready_not_sent; external comments/posts still require explicit human approval.

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