{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:34:58.997Z","software":{"slug":"IBM/mcp-context-forge","name":"mcp-context-forge","source":"https://github.com/IBM/mcp-context-forge","tagline":"An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.","summary":"Provisional external discovery candidate. An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.","topics":["agents","ai","api-gateway","asyncio","authentication-middleware","devops","docker","fastapi","federation","gateway","generative-ai","jwt"]},"decision":{"fitScore":18,"verdict":"SKIP","analysisState":"ANALYZED","whatItDoes":"An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.","whyFound":"CLOUDM0N matched this repository through its capability signals: agents, ai, api-gateway, asyncio, authentication-middleware.","bestFor":"Provisional external discovery candidate. An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.","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":"FAIL","score":0,"commitSha":"555a9f3be253290151ac51ed45fbdca4565f132b","scannedAt":"2026-08-30T02:58:31.417Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"555a9f3be253290151ac51ed45fbdca4565f132b","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["agents","ai","api-gateway","asyncio","authentication-middleware","devops","docker","fastapi","federation","gateway","generative-ai","jwt"],"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":"DevinoSolutions/stealth-chrome-devtools-mcp","name":"stealth-chrome-devtools-mcp","fitScore":40,"verdict":"SKIP","security":{"status":"REVIEW","score":60},"focus":"Undetectable browser automation for AI agents via MCP. Stealth Chrome DevTools with smart profile management, anti-detection arg filtering, and CDP access."},{"slug":"SigNoz/signoz","name":"signoz","fitScore":62,"verdict":"NICHE","security":{"status":"REVIEW","score":90},"focus":"SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps."},{"slug":"openspug/spug","name":"spug","fitScore":63,"verdict":"NICHE","security":{"status":"REVIEW","score":65},"focus":"Spug is a lightweight agent-free automatic operation and maintenance platform designed for small and medium-sized enterprises. It integrates host management, host batch execution, host online terminal, file management, application release and deployment, pipelines, online task planning, configuration center, monitoring, alarm and so on."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}