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Agent Architects MCP

Enables searching and retrieving lessons, posts, comments, and member profiles from the Agent Architects community knowledge base for use with AI clients.

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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.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 4 credentials: AA_MCP_TEST_KEY, AA_SUPABASE_SERVICE_KEY, COMMUNITY_API_KEY, OPENAI_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.
configAA_MAX_CONTENT_CHARS
configAA_MAX_REQUEST_BYTES
configAA_MCP_TEST_BASE_URL
🔐 secretAA_MCP_TEST_KEYYOUR_AA_MCP_KEY> npm run test:production-smoke
configAA_MCP_TEST_URL
configAA_MIN_SIMILARITY
configAA_RATE_LIMIT_MAX_REQUESTS
configAA_RATE_LIMIT_WINDOW_MS
🔐 secretAA_SUPABASE_SERVICE_KEY
configAA_SUPABASE_URL
🔐 secretCOMMUNITY_API_KEY
🔐 secretOPENAI_API_KEY
configPORT
// 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/grandamenium-agent-architects-mcp-jybuvo)](https://m8ven.ai/mcp/grandamenium-agent-architects-mcp-jybuvo)
commit: 062f78a8206db2477bfb787413fbe9944b9c2a14
code hash: a938ff0bb20427c704c354528df0ee0196c747fe8a55e3b605207bed478b53c0
verified: 6/11/2026, 10:59:25 AM
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