Agent Observability MCP server
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
2 stars32 downloads/wk
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If you have run it, two minutes of your experience saves the next person an afternoon.
Agent Observability tools (6)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
check_sessionCheck the current session status — tool call count, error count, grade estimate, and session duration
end_sessionEnd an agent observability session and compute the grade
get_last_sessionGet the most recent session's summary including grade, errors, and cost
get_session_statsGet aggregate stats across all sessions — total sessions, total tool calls, total cost, grade distribution
log_tool_callLog a tool call made by the agent for observability tracking
start_sessionStart a new agent observability session to track tool calls, tokens, and errors
Public scan report
scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it
- Code scan7 source files scanned3/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 59 days ago12/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Findings (3)
- mediumnpm install lifecycle script present
install.script - highShell command built from a string (injection risk)
exec.shell-concatcli.js: … exec } = require('child_process'); exec(`open http://localhost:${port} 2>/dev/null || xdg-open http://localhost:${port} 2>/dev/null`); await startServ… - mediumnpm install lifecycle script present
install.scriptpackage.json: …bs": "./cli.js" }, "scripts": { "postinstall": "node scripts/postinstall.mjs || true",…
Install directly
Runs npx -y agent-obs on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add agent-observability -- npx -y agent-obs
Agent Observability: common questions
- Is Agent Observability MCP server safe?
- Not recommended: it is graded D (54/100). Read the Agent Observability safety report
- How do I install Agent Observability?
- It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
- Does Agent Observability need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Agent Observability maintained?
- The last commit was 59 days ago (2026-07-27). The latest release is v1.0.7.
- What can I use instead of Agent Observability?
- Servers from other publishers that do the same job: Protect MCP server, Basic Memory MCP server and MCP server. Compare all Agent Observability alternatives.
Alternatives to Agent Observability
Same job from other publishers: the closest match first, then the best rated.
- ProtectFail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error.not reviewedGrowingC
- Basic MemoryLocal-first knowledge management with bi-directional LLM sync via Markdown files.not reviewedEstablishedC
- MCPAuthorize consequential AI agent actions before executionnot reviewedEstablishedA
- Agent-Native ChatMinimal chat-first app with durable threads, actions, and the app-agent loopnot reviewedEstablishedA
- AuscaPay-per-call APIs and MCP services for agents, no accounts or keys, with verifiable receipts.not reviewedEstablishedB