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abhishekash-mcp-trace

PyPIInfrastructure

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 8 Oct 2026. How this is checked

abhishekash-mcp-trace is an open-source MCP server that lets AI agents query their own OpenTelemetry traces. It exposes run and span trees, slow-span analysis, human-approval logs, and token or cost usage for agent evaluation and observability workflows.

Inferred · not functionally tested

Open SourceMITCLISelf-hostedAPI
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Overview

6 features

Purpose: Inspecting AI agent runs, traces, approvals, and token costs without manually searching observability data.

Inferred · not functionally tested

Audience: AI agent developers and observability engineers

Inferred · not functionally tested

Functions: monitoring, analytics

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

abhishekash-mcp-trace sits in PulseGate's LLM & agent tracing category. Inferred · not functionally tested: It focuses on inspecting AI agent runs, traces, approvals, and token costs without manually searching observability data. Inferred · not functionally tested: abhishekash-mcp-trace is an open-source project aimed at AI agent developers and observability engineers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It ships for the command line and API, and it can be self-hosted.

Abhishek Ash builds and maintains abhishekash-mcp-trace, and it first shipped in 2026. The project is developed in the open on GitHub with 13 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are trace querying, run inspection, and span trees. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Trace querying
  • Run inspection
  • Span trees
  • Slow-span analysis
  • Approval logs
  • Token usage

Topics: Inferred · not functionally tested

Tags
mcp-serveropentelemetry-tracingagent-observabilitytoken-cost-tracking
AI capabilities
TextStructured

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hostedAPI-only

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed8 Oct · 12:19 UTC
    abhishekash-mcp-trace seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about abhishekash-mcp-trace

What is abhishekash-mcp-trace?
Inferred · not functionally tested: Abhishekash-mcp-trace focuses on inspecting AI agent runs, traces, approvals, and token costs without manually searching observability data. It is catalogued under LLM & agent tracing on PulseGate.
Who is abhishekash-mcp-trace for?
Inferred · not functionally tested: abhishekash-mcp-trace is an open-source project built for AI agent developers and observability engineers.
Is abhishekash-mcp-trace free?
Basis unknown · not verified: Yes — abhishekash-mcp-trace is open source under the MIT license and free to use.
What platforms does abhishekash-mcp-trace run on?
Basis unknown · not verified: abhishekash-mcp-trace runs on the command line and API. It can also be self-hosted.
Is abhishekash-mcp-trace still active?
The GitHub repository shows 13 commits in the last 90 days.
What are alternatives to abhishekash-mcp-trace?
Similar projects tracked by PulseGate include trace2mcp, trace-mcp, and mcp-triage.trace2mcptrace-mcpmcp-triage
Who develops abhishekash-mcp-trace?
abhishekash-mcp-trace is developed by Abhishek Ash.
How long has abhishekash-mcp-trace been around?
abhishekash-mcp-trace first shipped in 2026.

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