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Agent Observability

NPM · AGENT-OBSERVABILITY-MCP · SCANNED SEP 22

Agent observability: structured logging, cost tracking, and compliance audit trails

0 this week 68 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security80
  • No malware found by supply-chain analysis.Pass
  • CVE check failed: a known high-severity CVE affects @modelcontextprotocol/sdk 0.5.0, a direct dependency. A fixed version is available. View diagnostics → Fail
  • No install/post-install scripts declared.Pass
  • 7 of 14 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency18
Schema Quality & AI Usability69
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 304 tokens (~101/item across 3 items; 3 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management97
  • Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities20
  • Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
Install

How do I install the Agent Observability MCP server?

Agent Observability runs locally as an npm package, launched with npx -y agent-observability-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

npm · agent-observability-mcp

# add to Claude Code
claude mcp add blueskylineassets-agent-observability -- npx -y agent-observability-mcp
// .cursor/mcp.json
{
  "mcpServers": {
    "blueskylineassets-agent-observability": {
      "command": "npx",
      "args": [
        "-y",
        "agent-observability-mcp"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "blueskylineassets-agent-observability": {
      "command": "npx",
      "args": [
        "-y",
        "agent-observability-mcp"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add blueskylineassets-agent-observability -- npx -y agent-observability-mcp
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "blueskylineassets-agent-observability": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "agent-observability-mcp"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add blueskylineassets-agent-observability --command npx --arg -y --arg agent-observability-mcp
# ~/.hermes/config.yaml
mcp_servers:
  blueskylineassets-agent-observability:
    command: "npx"
    args: ["-y", "agent-observability-mcp"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "blueskylineassets-agent-observability": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "agent-observability-mcp"
      ]
    }
  }
}
# add to Vellum
assistant mcp add blueskylineassets-agent-observability -t stdio -c npx -a -y agent-observability-mcp
// mcp.json
{
  "mcpServers": {
    "blueskylineassets-agent-observability": {
      "command": "npx",
      "args": [
        "-y",
        "agent-observability-mcp"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 21 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 19 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 17 Sept 26 −3
    • Stability: pass → 0.80 functional
  • 16 Sept 26 +1
    • Stability: 0.97 → pass security
  • 14 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 12 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 10 Sept 26 −3
    • Stability: pass → 0.80 functional
  • 9 Sept 26 0
    • Stability: 0.97 → pass security
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 22 Sept 2026 · Analysed npm/agent-observability-mcp@1.1.0

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem npm

Background: How many MCP packages publish verified provenance →

Vulnerabilities 1 finding
ID CVE Severity Vector Fix available
GHSA-w48q-cv73-mx4w CVE-2025-66414 high yes

Background: What a vulnerability scan can and cannot prove →

Dependencies 14 packages
Packages resolved 14
Stale 7
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 3 exposed · ~304 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
get_cost_analytics ~78

Get cost breakdown by agent, provider, or time period. Useful for tracking API spending.

NameTypeReqDescription
from_datestringyesStart date (ISO 8601 format)
group_bystringHow to group cost data (default: agent_id)
to_datestringyesEnd date (ISO 8601 format)

No output schema declared.

No examples provided.

log_event ~118

Log an agent event with metadata for observability and compliance tracking. Cost: ~$0.0001 per log (100K free/month).

NameTypeReqDescription
agent_idstringIdentifier for the agent generating this log
event_typestringyesType of event: 'api_call', 'decision', 'transaction', 'error', 'state_change'
metadataobjectStructured metadata: provider, cost_usd, latency_ms, tokens_used, model, etc.
severitystringEvent severity level (default: info)

No output schema declared.

No examples provided.

query_logs ~108

Query logged events with filters. Returns recent logs matching criteria.

NameTypeReqDescription
agent_idstringFilter by agent ID
event_typestringFilter by event type
from_datestringStart date (ISO 8601 format)
limitnumberMaximum number of results (default: 10, max: 100)
severitystringFilter by severity level
to_datestringEnd date (ISO 8601 format)

No output schema declared.

No examples provided.

Common questions

What is the Agent Observability MCP server?

Agent Observability is an MCP server listed in the public MCP registry as io.github.blueskylineassets/agent-observability. Agent observability: structured logging, cost tracking, and compliance audit trails. This page covers its npm package (agent-observability-mcp).

Is the Agent Observability MCP server safe to use?

Agent Observability scores 68 out of 100 on VerifyMCP. We recorded 1 known advisory against it as of 22 September 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Agent Observability MCP server expose?

Agent Observability exposes 3 tools: log_event, query_logs, get_cost_analytics. Their descriptions and schemas cost roughly 304 tokens of context every time the server is loaded.

Is the Agent Observability MCP server still maintained?

Agent Observability is still listed as active in the MCP registry. We last reached this channel on 22 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the Agent Observability MCP server under?

Agent Observability declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.