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agent-cost-attribution
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agent-cost-attribution

PyPI·Infrastructure

agent-cost-attribution is a stdlib-only Python package that delivers per-stage token and cost attribution along with silent-degradation detection for multi-agent AI workflow runs. It helps developers monitor and optimize the economics and reliability of complex LLM-based agent systems.

Open SourceMIT
CLI
A
Visit PyPI↗

Overview

3 features

agent-cost-attribution is a LLM eval & observability product. It focuses on tracking per-stage costs, tokens, and performance degradation in multi-agent LLM workflows. It is built as an open-source project for ai developers. agent-cost-attribution is open source under the MIT license. The product ships for the command line.

Jott2121 builds and maintains agent-cost-attribution, and the product first shipped in 2026. Development happens publicly on GitHub with 13 commits in the last 90 days. Key capabilities include token attribution, cost tracking, and silent degradation detection.

  • ✓Token attribution
  • ✓Cost tracking
  • ✓Silent degradation detection

Tags

agent-observabilityllm-cost-trackingmulti-agenttelemetry

AI capabilities

Structured

Built with & integrations

Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 25, 8:29 PM

    agent-cost-attribution verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about agent-cost-attribution

What does agent-cost-attribution do?
Agent-cost-attribution focuses on tracking per-stage costs, tokens, and performance degradation in multi-agent LLM workflows. It is catalogued under LLM eval & observability on PulseGate.
Who is agent-cost-attribution for?
agent-cost-attribution is an open-source project built for ai developers.
Is agent-cost-attribution free?
Yes — agent-cost-attribution is open source under the MIT license and free to use.
What platforms does agent-cost-attribution run on?
agent-cost-attribution runs on the command line.
Is agent-cost-attribution still maintained?
PulseGate's liveness checks currently classify agent-cost-attribution as active. The GitHub repository shows 13 commits in the last 90 days.
What are alternatives to agent-cost-attribution?
Similar tools tracked by PulseGate include agentcost-cli, agent-cost-allocator-mcp, and agentburn.agentcost-cliagent-cost-allocator-mcpagentburn
Who makes agent-cost-attribution?
agent-cost-attribution is developed by Jott2121.
When did agent-cost-attribution launch?
agent-cost-attribution first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jul 25, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
ai developers
Model
Open source
Solves
Tracking per-stage costs, tokens, and performance degradation in multi-agent LLM workflows.

Developer

Jott2121
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
1
Last commit
3d ago
Commits 90d
13
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.1.0 · 3d ago

Live coverage

Confidence
Low · 64
Indexed
Jul 25, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
3d ago
Identity audit (10)
Entity ID
cms0to5gj019k3gql5q58pq2x
Slug
agent-cost-attribution-pypi-org
Lifecycle last checked
Jul 25, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 25, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 25, 2026
Canonical URL
https://pypi.org/project/agent-cost-attribution

Similar apps

Other apps tracked under the same category.

  • agentcost-cli
    pypi.org
  • agent-cost-allocator-mcp
    pypi.org
  • agentburn
    pypi.org
  • agent-token-budget-mcp
    pypi.org
  • agentacct
    pypi.org
  • local-agent-cost-tracker
    github.com