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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    AgentTrace MCP: Trace runs. Guard schemas. Catch regressions

    1

    Audit agent trajectories, validate MCP schemas, and detect tool-call regressions with a professional dashboard.

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    2 installs5.0 (1 review)
    AgentTrace MCP: Trace runs. Guard schemas. Catch regressions

    AgentTrace MCP: Trace runs. Guard schemas. Catch regressions

    Example session with this skill installed

    Use AgentTrace MCP in Guard mode only (do not run a full trajectory audit).

    Validate these MCP tool schemas and the following proposed tool call. Use strict mode.

    • Read your context and instructions
    • Compiled the agenttrace mcp

    ak5Zv

    Connects securely to your tools. The creator never sees your data.

    What you get

    Debug failed agent runs by localizing the root cause in the tool-call chain.Validate tool call arguments against MCP schemas to prevent silent data corruption.Diff agent performance against golden baselines to catch prompt regressions.Generate structured reliability reports for agentic workflows in CI/CD.

    About this skill

    ⚡ AGENTTRACE MCP · v1.0

    Debug Agents. Guard Tools. Catch Regressions.

    Turn agent traces and MCP logs into clear, evidence-based reliability reports. Find failures, validate schemas, detect silent corruption and compare runs.

    🧠 About AgentTrace

    AgentTrace MCP is an AI agent reliability skill for analyzing tool-using agents, MCP workflows and multi-step runs. It transforms raw execution data into structured findings and actionable fixes.

    ⚙️ Four powerful modes

    🔍 Audit — reconstruct and analyze agent runs.

    🛡️ Guard — validate MCP schemas and tool calls.

    📈 Regression — compare runs against baselines.

    📦 Batch — detect recurring failures across runs.

    🔥 Core capabilities

    🔍 Trace Reconstruction

    Turn raw logs and tool calls into a readable execution timeline.

    🛡️ MCP Schema Validation

    Find invalid arguments, missing fields, type errors and schema drift.

    🚨 Failure Detection

    Identify the first critical failure instead of only reporting the final error.

    🕵️ Silent Corruption Detection

    Catch subtle data, type, argument and tool-call problems.

    📊 Regression Analysis

    Compare current behavior with known-good baselines.

    🎯 Perfect for

    🤖 Agent debugging   •   🛡️ MCP validation   •   📈 Regression testing   •   🔬 Reliability audits   •   📦 Batch analysis   •   ⚙️ CI workflows

    📊 Clear engineering reports

    Get structured findings, metrics, risks, evidence and recommended actions in HTML, Markdown or JSON formats.

    🔍 🛡️ 📈

    Know why your agent failed.

    Trace it. Validate it. Fix it. Prevent it from happening again.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

    Reviews

    5.0
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    2 people have installed this skill.

    Trust & safety

    Security scanned

    Verified clean 25 days ago

    • Passed all security checks, Safe to install

    Listed25 days ago
    Updated5 days ago

    What's inside

    Frequently Asked Questions