MCP Radar
Servidor MCP

agent-trace-auditor

io.github.lazymac2x/agent-trace-auditor
IA y agentes Herramientas para desarrolladores Público y accesible MCP 2026-07-28

Qué hace este MCP

Audits and compares AI agent execution traces for loops, tool errors, schema violations, cost overruns, regressions, and latency issues.

Capacidades

Herramientas

3 herramientas
audit_trace
Full audit of an agent execution trace. Detects infinite loops, duplicate calls, tool errors, cost overruns, schema violations, and latency bottlenecks. Returns verdict (pass/review/block), score 0-100, and detailed findings.
Esquema de entrada 
{'type': 'object', 'required': ['trace'], 'properties': {'trace': {'type': 'array', 'items': {'type': 'object', 'properties': {'ts': {'type': 'string'}, 'tool': {'type': 'string'}, 'error': {}, 'input': {}, 'model': {'type': 'string'}, 'output': {}, 'latency_ms': {'type': 'number'}}}, 'description': 'Agent execution steps. Each step: {tool, input, output, model, ts, latency_ms, error}'}, 'budget_usd': {'type': 'number', 'description': 'Cost cap in USD (default 5.0)'}, 'tool_schemas': {'type': 'object', 'description': 'Per-tool required field schemas for input validation'}}}
diff_traces
Compare two agent traces to detect regressions. Returns score delta, cost delta, added/removed tools, new/resolved issue types.
Esquema de entrada 
{'type': 'object', 'required': ['trace_a', 'trace_b'], 'properties': {'trace_a': {'type': 'array', 'description': 'Baseline (previous) trace'}, 'trace_b': {'type': 'array', 'description': 'New trace to compare against baseline'}, 'budget_usd': {'type': 'number'}}}
quick_verdict
Fast pass/review/block verdict with score and issue counts. Use in CI gates.
Esquema de entrada 
{'type': 'object', 'required': ['trace'], 'properties': {'trace': {'type': 'array', 'description': 'Agent execution steps'}, 'budget_usd': {'type': 'number'}}}
Historial

Cambios recientes en herramientas

Añadido
diff_traces
17 de September de 2026 a las 12:43
Añadido
quick_verdict
17 de September de 2026 a las 12:43
Añadido
audit_trace
17 de September de 2026 a las 12:43
Descubrir

Servidores MCP similares

Andreax

io.github.moralito311-andr/andreax

Offers pay-per-call AI services for inference, agent and workflow design, OCR and transcription, code generation and review, clas…

IA-QA — 130+ QA & Dev Tools for AI Agents

io.github.JcJamet/ia-qa-toolbox

Provides deterministic QA, evaluation, testing, code analysis, prompt and RAG checks, model comparison, and web security diagnost…

CompletionKit

com.completionkit/evals

Runs prompt evaluation workflows over datasets using deterministic checks and LLM judges, with metrics, scoring runs, agreements,…

Replicate

io.github.pipeworx-io/replicate

Provides access to Replicate models, versions, collections, hardware, predictions, and deployments for running and managing hoste…

Huggingface

io.github.pipeworx-io/huggingface

Provides access to Hugging Face model, dataset, and Space metadata, alongside broader structured research and data-routing tools.

Ai Model Experiments

io.github.pipeworx-io/ai-model-experiments

Runs prompts across multiple AI models and compares their outputs, costs, latency, token usage, and errors.

rubrkit

com.rubrkit/rubrkit

Manages AI evaluation artifacts, rubric audits, eval runs, golden cases, proof reports, and drift monitoring for LLM outputs.

Hipocampo MCP

io.github.carrasquelalex1/hipocampo

Provides bilingual semantic memory, embeddings, graph links, code indexing and search, context preload, deduplication, compressio…