DescriptiShared knowledge cache for AI agents — cache-first search saves tokens and avoids redundant web searches. Cross-agent deduplication with trust scoring. Human Bridge for blocked/paywalled content. MCP-native (FastMCP), ChromaDB-backed. 3 tools: agenthive_search, agenthive_contribute, agenthive_stats.
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process.env. You'll be asked to provide them before it can run.AGENTHIVE_API_KEYAGENTHIVE_API_URLRESEND_API_KEY— — email service (Resend)BC_SYSTEM_KEY— — system key for productionPORT— Procfile: web: uvicorn server:app --host 0.0.0.0 --port $[](https://m8ven.ai/mcp/gingsisi-agentshive-1hpxto)