ai-explore-review-loop
Provides integration with GitHub pull-request reviews, enabling a coding agent to wait for exact-head review results and continue the review/fix/push loop without polling.
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
AI Explore Review Loop Plugin
An open-source Claude Code plugin that lets a coding-agent session wait for a durable, exact-head pull-request review and continue the same review/fix/push loop without polling GitHub.
The plugin combines:
PostToolUse, Stop, and SessionStart Hooks;
an ordinary stdio MCP server;
Supabase durable reads plus Realtime wake-ups;
exact PR head-SHA validation;
idempotent local and server-side review receipts;
skills for status, pause, resume, stop, and review handling.
It does not require Anthropic MCP Channels and can run in Claude Code setups that use compatible third-party model providers.
What is included
This public repository contains only the installable plugin, its buildable source, tests, and public documentation. It intentionally excludes the private server-side control plane, Pod addresses, GitHub App configuration, Supabase migrations, Hermes deployment scripts, and operational baselines.
The full system requires a compatible backend exposing these authenticated Supabase RPCs:
get_ai_explore_review_state(repo, pr_number, head_sha);ack_ai_explore_review_result(result_id, client_id, session_hash, status, new_head).
The authenticated user must also have RLS SELECT access to the corresponding
github_pr_state row for Realtime wake-ups. Realtime is never treated as final
delivery; the MCP tool always re-reads durable state.
Related MCP server: ai-review
Rush marketplace status
Rush marketplace distribution is not enabled yet. The current Rush Git importer
and installer preserve recognized Skills and .mcp.json, but omit the Hook,
bin/, and dist/ files required by this plugin. A trial entry was removed
after this was verified with a real install.
Do not publish a reduced Skills+MCP package under the same name: it would appear installed while lacking the automatic review-loop and its MCP executable. Rush distribution can be enabled after the platform preserves arbitrary Claude plugin assets and Hooks end to end.
Install from GitHub without a checkout
claude plugin marketplace add kanyun-inc/ai-explore-review-loop-plugin
claude plugin install ai-explore-review-loop@ai-explore --scope userConfigure
The plugin needs a Supabase project URL, public anon/publishable key, and a developer Auth session. Run the login command through the public GitHub package in a real terminal, so no repository checkout is needed and the password does not enter the model transcript:
npm exec --yes \
--package=github:kanyun-inc/ai-explore-review-loop-plugin \
-- ai-explore-review-loop login \
--url 'https://your-project.example.com' \
--anon-key 'YOUR_PUBLIC_ANON_OR_PUBLISHABLE_KEY' \
--email 'developer@example.com'Passwords are read without echo and are not stored. Runtime state and refresh
tokens live outside the repository in a mode-0600 user configuration file.
Develop
Requires Node.js 22 or newer:
npm ci
npm run build
npm run check
npm run validate:plugin
npm run security:scanGenerated plugin bundles are committed so marketplace installation does not run
npm install on developer machines.
Security properties
no database URL or Supabase service-role credential;
no GitHub App private key or worker password;
developer RLS instead of shared admin credentials;
exact-head binding before returning or handling a review;
duplicate Realtime events are harmless;
Stop Hook fails open on infrastructure/authentication errors rather than trapping the developer;
GitHub review text is treated as untrusted input and verified against the current diff.
See SECURITY.md for vulnerability reporting.
License
Apache License 2.0. See LICENSE, NOTICE, and THIRD_PARTY_NOTICES.md.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
This server cannot be deployed
Maintenance
Related MCP Connectors
AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor
Context for coding agents: checks a GitHub or Linear issue is ready before your agent starts it.
Hosted PostgreSQL MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceA focused Model Context Protocol server for triaging and reviewing GitHub pull requests from Claude Desktop, Cursor, and other stdio-compatible MCP clients.MIT
- AlicenseNot gradedqualityDmaintenanceEnables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.1MIT
- AlicenseNot gradedqualityCmaintenanceEnables autonomous Jira-to-PR workflows in Claude Code by fetching context from Jira, GitHub, Notion, and Slack, building structured prompts, and handling branch pushes, PR creation, CI polling, and task completion.1MIT
- FlicenseNot gradedqualityCmaintenanceEnables headless Claude to review pull requests and triage CI failures on a real GitHub repository, routing all GitHub write actions through the MCP server.-