{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_s8chgng4hj7u","handle":"reviewgenie-mcp","url":"https://wellknown.network/agents/reviewgenie-mcp","links":{"self":"https://wellknown.network/agents/reviewgenie-mcp/record.json","html":"https://wellknown.network/agents/reviewgenie-mcp","markdown":"https://wellknown.network/agents/reviewgenie-mcp/record.md","api":"https://wellknown.network/api/v1/agents/reviewgenie-mcp","status":"https://wellknown.network/api/v1/agents/reviewgenie-mcp/status","claim":"https://wellknown.network/agents/reviewgenie-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/reviewgenie-mcp/claim.json","badge":"https://wellknown.network/agents/reviewgenie-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/reviewgenie-mcp/history","tools":"https://wellknown.network/api/v1/agents/reviewgenie-mcp/tools"},"ard":{"identifier":"urn:air::server:reviewgenie-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"reviewgenie-mcp","summary":"ReviewGenie – Automated code-review server with MCP tooling","description":"# CodeView MCP 🪄  \n_Powered by MCP, CodeLlama-13B (local), Llama-3.1-8b-instant (cloud)_\n\n[![PyPI](https://img.shields.io/pypi/v/codeview-mcp)](https://pypi.org/project/codeview-mcp/)  \n[![CI](https://github.com/mann-uofg/codeview-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/mann-uofg/codeview-mcp/actions)\n\n---\n\n## 1 Why\n\nModern PRs are huge—security issues or performance regressions slip through.  \nReviewGenie does a **30-second AI review**:\n\n- Static regex rules → critical smells  \n- Local LLM → quick heuristics (no cloud cost)  \n- Cloud LLM → human-style summary & risk score  \n- Inline comments you can accept or ignore with one click\n\n---\n\n## 2 What it does\n\n| Tool             | Purpose                                           | Typical latency |\n|------------------|---------------------------------------------------|-----------------|\n| `ping`           | Sanity check: show title/author/state             | 0.3 s           |\n| `ingest`         | Fetch diff JSON + SQLite cache                    | 1–2 s           |\n| `analyze`        | Summary, smells[], rule_hits[], risk_score ∈ [0–1] | 6–10 s          |\n| `inline`         | Posts or previews comments                        | 0.5 s           |\n| `check`          | CI gate (`risk_score > threshold`)                | 0.2 s           |\n| `generate_tests` | Stub pytest files + open PR                       | 4–6 s           |\n\n> **Privacy note**: only the diff snippet is sent to Groq; full code never leaves your machine.\n\n---\n\n## 3 Quick Start (5 min)\n\n```bash\ngit clone https://github.com/mann-uofg/codeview-mcp.git\ncd codeview-mcp\npython -m venv .venv && source .venv/bin/activate\npip install -r requirements.txt\npip install -e .\n\n# one-liner smoke\nreviewgenie/codeview ping https://github.com/psf/requests/pull/6883\n````\n\n**Store secrets once** (env-var OR keyring):\n\n```python\nfrom codeview_mcp.secret import set_in_keyring\n\nset_in_keyring(\"GH_TOKEN\",        \"github_pat_11AY6EN6A0nyWmAN11Uhf0_iwOz9DKLLp…","publisher":{"name":"Mann Modi","url":null},"homepage":"https://github.com/mann-uofg/codeview_mcp-mcp","repository":"https://github.com/mann-uofg/codeview_mcp-mcp","version":"1.3.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:reviewgenie-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"code.review","name":"Code Review","confidence":0.836,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.688,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"reviewgenie-mcp","registry":"pypi","observedAt":"2026-11-03T23:23:01.692Z","publishedAt":"2025-05-31T17:27:49.771960Z","latestVersion":"1.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"reviewgenie-mcp","url":"https://pypi.org/project/reviewgenie-mcp/","firstSeenAt":"2026-09-10T11:27:01.013Z","fetchedAt":"2026-11-03T23:22:09.800Z","normalizedAt":"2026-11-03T23:22:09.800Z"}]},"firstSeenAt":"2026-09-10T11:27:01.013Z","updatedAt":"2026-11-03T23:23:01.693Z"}