{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:34:57.748Z","software":{"slug":"dnotitia/akb","name":"akb","source":"https://github.com/dnotitia/akb","tagline":"AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.","summary":"Provisional external discovery candidate. AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.","topics":["agent","claude","claude-code","fastapi","knowledge-base","knowledge-graph","mcp","model-context-protocol","multi-tenant","pgvector","postgres","rag"]},"decision":{"fitScore":47,"verdict":"SKIP","analysisState":"ANALYZED","whatItDoes":"AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.","whyFound":"CLOUDM0N matched this repository through its capability signals: agent, claude, claude-code, fastapi, knowledge-base.","bestFor":"Provisional external discovery candidate. AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":70,"commitSha":"62999c73d4bc83dc4d8cc3e587ca7b1207d8318d","scannedAt":"2026-08-31T02:00:11.096Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"62999c73d4bc83dc4d8cc3e587ca7b1207d8318d","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["agent","claude","claude-code","fastapi","knowledge-base","knowledge-graph","mcp","model-context-protocol","multi-tenant","pgvector","postgres","rag"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"Abhigyan-Shekhar/Waggle-mcp","name":"Waggle-mcp","fitScore":41,"verdict":"SKIP","security":{"status":"REVIEW","score":80},"focus":"MCP server for external memory layer for AI agents + more . Download from pypi , and get started "},{"slug":"harshkedia177/axon","name":"axon","fitScore":54,"verdict":"NICHE","security":{"status":"REVIEW","score":90},"focus":"Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers."},{"slug":"alash3al/stash","name":"stash","fitScore":84,"verdict":"WORTH TRYING","security":{"status":"REVIEW","score":65},"focus":"Stash is here to solve one of the biggest headaches in AI agent development — memory. If you've ever built an AI agent, you know the struggle: every conversation starts from scratch, context gets lost, and you end up stuffing giant prompts just to keep things coherent. Stash gives your agents a persistent memory layer backed by Postgres, so they can remember episodes, facts, and working context across sessions. Plus, it ships as a single self-hosted binary with an MCP server included — no cloud, no vendor lock-in, just pure dev-friendly tooling that actually works."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}