← Back to search

Agentic Observability MCP

mdfifty50-boop Scanned 6d ago

Agent tracing, cost tracking, anomaly detection for LLM agents

MCP Registry ↗
B
81.7 / 100

Versions

0.1.1latest
first seen Jun 5, 2026
PermissionsTool SafetyAuthAnnotationsCode QualityStabilitySpecVuln HistoryAuthorTransparencyCommunity

Tools 6

trace_agent_action
annotations: none low

Log an agent action with metadata for audit trails and debugging. Supports tool calls, LLM requests, decisions, and errors.

timestamp string tool_name string session_id string description string
track_token_usage
annotations: none low

Track token usage and cost for an LLM call. Auto-calculates cost from built-in pricing table if per-token costs are not provided.

model string session_id string input_tokens number output_tokens number cost_per_input_token number cost_per_output_token number
log_tool_call
annotations: none low

Log an MCP tool call with performance data including latency, success/failure, and error details.

error string success boolean tool_name string latency_ms number session_id string server_name string result_summary string
get_session_summary
annotations: none low

Get a comprehensive cost and performance summary for an agent session, including token usage, tool call stats, and model breakdown.

session_id string
detect_anomaly
annotations: none low

Flag unusual patterns in agent behavior: cost spikes, high error rates, latency issues, infinite loops, and token explosions.

session_id string
get_cost_report
annotations: none low

Get cost breakdown across multiple sessions, grouped by model, provider, tool, or session. Supports time range filtering.

end string start string

Permissions 1

env_vars low
Server uses env_vars capabilities via: process.env

Scan Findings 24

low
Tool 'trace_agent_action' has no annotations annotation_checker · 100%
low
Tool 'track_token_usage' has no annotations annotation_checker · 100%
low
Tool 'log_tool_call' has no annotations annotation_checker · 100%
low
Tool 'get_session_summary' has no annotations annotation_checker · 100%
low
Tool 'detect_anomaly' has no annotations annotation_checker · 100%
low
Tool 'get_cost_report' has no annotations annotation_checker · 100%
info
Sandbox failed to start for behavioral verification behavioral_verifier · 100%
medium
Vulnerable dependency: @modelcontextprotocol/sdk@1.12.0 (GHSA-345p-7cg4-v4c7) dependency_analyzer · 95%
medium
Vulnerable dependency: @modelcontextprotocol/sdk@1.12.0 (GHSA-6qxp-vccf-f47h) dependency_analyzer · 95%
medium
Vulnerable dependency: @modelcontextprotocol/sdk@1.12.0 (GHSA-8r9q-7v3j-jr4g) dependency_analyzer · 95%
medium
Vulnerable dependency: @modelcontextprotocol/sdk@1.12.0 (GHSA-w48q-cv73-mx4w) dependency_analyzer · 95%
info
package.json metadata manifest_parser · 100%
info
Tool: trace_agent_action manifest_parser · 70%
info
Tool: track_token_usage manifest_parser · 70%
info
Tool: log_tool_call manifest_parser · 70%
info
Tool: get_session_summary manifest_parser · 70%
info
Tool: detect_anomaly manifest_parser · 70%
info
Tool: get_cost_report manifest_parser · 70%
info
Transport: stdio manifest_parser · 90%
info
Required env vars (1) manifest_parser · 80%
info
Sandbox failed to start for output poisoning scan output_poisoning · 100%
low
Permission: env_vars access detected permission_analyzer · 90%
info
SBOM generated: 4 components sbom_generator · 100%
medium
No build provenance detected (SLSA L0) slsa_assessor · 90%