AaryanMadan54/TraceLens-MCP
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Evidence-first observability investigation agent with read-only FastMCP tools, synthetic telemetry, injection defenses and an interactive incident demo.
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About the project
TraceLens MCP is a small Python investigation agent powered by read-only FastMCP tools that investigates latency spikes over synthetic telemetry, producing evidence-cited reports via the OpenAI Responses API. It is a portfolio project for demonstrating agentic observability workflows.
Useful for
- Run a fixture investigation of a checkout latency spike and inspect the produced report
- Test injection defenses against an adversarial log record before letting an agent read logs
- Expose the read-only MCP server over stdio to any MCP-compatible client
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 24, 2026, 18:51 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 17, 2026
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- October 18, 2026
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- October 19, 2026
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- October 20, 2026
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- October 21, 2026
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- October 22, 2026
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Largest measured day in the last 30 days: 0 · October 14, 2026. Days with data: 2.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 15, 2026, 21:01 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 0
- Today
- Not enough measurements today
- Forks
- 0
- Issues and pull requests
- 0
- Watchers
- 0
- Language
- Python
- License
- MIT
- Created
- October 14, 2026
- Last push
- October 14, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 22, 2026New listing on glama
- October 21, 2026New listing on glama
- October 20, 2026New listing on glama
- October 19, 2026New listing on glama
- October 18, 2026New listing on glama
- October 17, 2026New listing on glama
- October 16, 2026New listing on glama
- October 15, 2026New listing on glama
README badge
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[](https://gitnova.dev/en/r/AaryanMadan54/TraceLens-MCP)