Home Servers io.github.RudrenduPaul/agent-observability ASSESSMENT #AIM-2026-000000
io.github.RudrenduPaul/agent-observability Automated only io.github.RudrenduPaul/agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
Repository Third-party · pypi pipx run agent-observability-trace-cli Running any third-party MCP server executes its code with the permissions you grant it. A grade reflects our findings at the “last verified” date below — verify independently before installing in a sensitive environment.
Should you install this?
Grading in progress — no dimensions have been assessed yet. Check back soon for a full picture.
Last verified 2026-08-14
Dispute this grade
io.github.copyleftdev/kahea
Deterministic HTTP/WebSocket testing and policy-gated API execution for AI agents.
Pending io.github.inity13/agentstack-mcp
Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.
Pending io.github.AIops-tools/ai-guardian
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
Pending ai.anomalyarmor/armor-mcp
Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
io.domaindrift/domaindrift
Signed internet telemetry, read-only: DNS, TLS, WHOIS, reachability. Every record Ed25519-signed.
Pending Historical grade tracking becomes available once this server has been through at least two sync cycles — the longitudinal dataset is what answers “is this server getting worse?”
Maintainer of this server? Dispute a finding or trigger a re-scan after a fix.