AI-PR-Review-MCP

An MCP server that automates pull request reviews using multiple LLM providers (OpenAI, Claude, Gemini, Groq, Perplexity) and supports GitHub and Bitbucket with real-time webhook integration and interactive AI assistant commands.

→ AshishChandpa/AI-PR-Review-MCP · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 7 credentials: GITHUB_TOKEN, BITBUCKET_APP_PASSWORD, OPENAI_API_KEY, ANTHROPIC_API_KEY, GOOGLE_API_KEY, GROQ_API_KEY, PERPLEXITY_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretGITHUB_TOKEN— your_github_token_here

configBITBUCKET_USERNAME— your_bitbucket_username

🔐 secretBITBUCKET_APP_PASSWORD— your_bitbucket_app_password

🔐 secretOPENAI_API_KEY— your_openai_key_here

🔐 secretANTHROPIC_API_KEY— your_claude_key_here

🔐 secretGOOGLE_API_KEY— your_gemini_key_here

🔐 secretGROQ_API_KEY— your_groq_key_here

🔐 secretPERPLEXITY_API_KEY— your_perplexity_key_here

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/ashishchandpa-ai-pr-review-mcp-1ig6tu)](https://m8ven.ai/mcp/ashishchandpa-ai-pr-review-mcp-1ig6tu)

commit: 43bd06c230f7a9fd38a231f1d46270433d5745df

code hash: 7446138d4b2214949fc65f15121c84bc7d04e609739fc598730e93ab63d54989

verified: 6/21/2026, 10:19:20 AM

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