
ContribAI
Autonomously discovers open source repos, analyzes code, generates fixes, and submits pull requests to GitHub projects
What it does
The specific capability behind this listing, and where to get it.
ContribAI
Autonomously discovers open source repos, analyzes code, generates fixes, and submits pull requests to GitHub projects
Official ContribAI links
Source repository available · no commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
Is ContribAI good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
Source repository available · no commercial pricing observed.
A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.
Check capability before deciding
Compare capability, compatibility and operational cost against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
View the full niche →Comparable Autonomous Code Generation
Alternatives in the same niche, with observed price and liveness where available.



See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
"agent_id": "contribai",
"name": "ContribAI",
"url": "https://github.com/tang-vu/ContribAI",
"logo": "https://agentery.com/logos/CP-TZFYRM-256.png",
"niche": "autonomous-code-generation",
"category": "developer-tools-infra",
"short_summary": "Autonomously discovers open source repos, analyzes code, generates fixes, and submits pull requests to GitHub projects",
"task_performed": "Autonomously discovers open source repos, analyzes code, generates fixes, and submits pull requests to GitHub projects",
"inputs_accepted": [
"GitHub repo URLs",
"repository code (13-language AST analysis)",
"GitHub issues",
"maintainer PR review comments"
],
"outputs_produced": [
"Generated code fixes",
"pull requests (fork",
"commit",
"create PR",
"sign CLA)",
"CI monitoring",
"auto-replies to PR feedback",
"analysis reports"
],
"integrations_available": [
"MCP Server (21 tools, Claude Desktop, Antigravity IDE)",
"GitHub REST v3 + GraphQL",
"Gemini",
"OpenAI",
"Anthropic",
"Ollama",
"Vertex AI",
"Slack",
"Discord",
"Telegram",
"Docker",
"axum REST API/Web Dashboard",
"Cron Scheduler",
"webhooks"
],
"protocols_or_interfaces": [
"MCP",
"API",
"webhooks"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "agentic",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": null,
"summary": null,
"confidence": "high",
"source_url": "https://github.com/pricing",
"checked_at": "2026-07-26T04:39:17.815Z",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [
"243 GitHub stars",
"89 forks",
"44+ PRs submitted, 10 merged across 21+ repos",
"Hall of Fame with case studies (Worldmonitor 45k stars, Maigret 19k stars, HolmesGPT 2k stars)",
"602 tests",
"AGPL-3.0 + Commons Clause license"
],
"evidence_quality": "high",
"entity_type": "agent",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://github.com/tang-vu/ContribAI"
],
"last_checked": "2026-06-16",
"how_to_connect": {
"website": "https://github.com/tang-vu/ContribAI",
"docs": "https://github.com/documentation",
"mcp": null,
"a2a": null,
"api": {
"docs_url": "https://github.com/developer",
"endpoint": null
},
"protocols": []
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 1888,
"uptime_7d": 1,
"checked_at": "2026-07-28T02:32:41.423Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}