Who is agent-trace-intelligence for?

agent-trace-intelligence is an open-source project built for AI developers.

Does agent-trace-intelligence have a free plan?

Yes — agent-trace-intelligence is open source under the MIT license and free to use.

What platforms does agent-trace-intelligence run on?

agent-trace-intelligence runs on the web, the command line, and API. It can also be self-hosted.

Is agent-trace-intelligence still maintained?

The GitHub repository shows 13 commits in the last 90 days.

What projects are similar to agent-trace-intelligence?

Similar projects tracked by PulseGate include agent-interrogator, agent-plugin-diagnostics, and agent-tasker-mcp-server.

Is agent-trace-intelligence open source?

Yes — agent-trace-intelligence is open source under the MIT license, developed on GitHub.

Back to the index

agent-trace-intelligence

github.comInfrastructure

MCP server that diagnoses why your agent behaved the way it did, and how to fix it

Open SourceMITWebCLIAPISelf-hosted

Visit github.com

2stars

4features

2026since

Overview

4 features

agent-trace-intelligence is a LLM eval & observability project. It focuses on diagnosing and understanding why AI agents behave in certain ways and how to fix issues. agent-trace-intelligence is an open-source project aimed at AI developers. The project is open source (MIT). agent-trace-intelligence is available on the web, the command line, and API, and it can be self-hosted.

agent-trace-intelligence first shipped in 2026. The project is developed in the open on GitHub with 13 commits in the last 90 days. Among its 4 catalogued features are agent diagnostics, behavior tracing, and debugging tools. It exposes integrations via an MCP server.

Agent diagnostics
Behavior tracing
Debugging tools
MCP server

Built with & integrations

Connectors

MCP

Runs on

BrowserCLIAPI-onlySelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 2Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed16 Jun · 02:42 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about agent-trace-intelligence

What does agent-trace-intelligence do?: Agent-trace-intelligence focuses on diagnosing and understanding why AI agents behave in certain ways and how to fix issues. It is catalogued under LLM eval & observability on PulseGate.
Who is agent-trace-intelligence for?: agent-trace-intelligence is an open-source project built for AI developers.
Does agent-trace-intelligence have a free plan?: Yes — agent-trace-intelligence is open source under the MIT license and free to use.
What platforms does agent-trace-intelligence run on?: agent-trace-intelligence runs on the web, the command line, and API. It can also be self-hosted.
Is agent-trace-intelligence still maintained?: The GitHub repository shows 13 commits in the last 90 days.
What projects are similar to agent-trace-intelligence?: Similar projects tracked by PulseGate include agent-interrogator, agent-plugin-diagnostics, and agent-tasker-mcp-server.agent-interrogator agent-plugin-diagnostics agent-tasker-mcp-server
How long has agent-trace-intelligence been around?: agent-trace-intelligence first shipped in 2026.
Is agent-trace-intelligence open source?: Yes — agent-trace-intelligence is open source under the MIT license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 2
License: MIT
Built for: AI developers
Model: Open source
Solves: Diagnosing and understanding why AI agents behave in certain ways and how to fix issues.

Registered as

GitHub: harinarayn/agent-trace-intelligence
PyPI: agent-trace-intelligence

Developer

Harinarayn

Solo developer

GitHub

Open source

View on GitHub

Stars: 2
Forks: 0
Open issues: 0
Last commit: 6 Apr 2026
Commits 90d: 13
Contributors: 1
Authorship: Solo
Default branch: main

Index record

Identity confidence: Medium · 77.4
Indexed: 16 Jun 2026
Lifecycle: Alive
Last seen: 16 Jun 2026

Identity audit (12)

Slug: agent-trace-intelligence-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 16 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by the 2026 taxonomy migration.
Summary from: Taken from the package registry entry.
Languages from: Detected by a language model from page content.
Canonical URL: https://github.com/harinarayn/agent-trace-intelligence

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