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MCP server · Agents

Fleetdiff

by · github.com/llm-measurement/fleetdiff

See what changed in your agent app's token usage, from summary files instead of raw traces.

Unclaimed agent-fleetsagent-observabilityai-agentscligolanglitellmllm-observabilitymcpmulti-agentmulti-operatoropentelemetryprivacytoken-usage
InstallView source
34Low

Scored 13 days ago · breakdown

About Fleetdiff

Fleetdiff is an MCP server published by llm-measurement in the Agents category: see what changed in your agent app's token usage, from summary files instead of raw traces.

The repository has 2 stars and 0 forks, with the last commit 5 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/llm-measurement/fleetdiff

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.8.0v0.8.0 · 12 Oct 2026v0.8.0 Release Notes Review a LiteLLM session budget from the spend logs you already retain. See which sessions exceed a supplied USD cap, how recorded spend and call counts are distributed, and which session IDs appear under multiple…
v0.7.0v0.7.0 · 11 Oct 2026v0.7.0 Release Notes Compare recorded cache reuse before and after a change, and find the keys, teams or sessions whose uncached input grew. `investigate` now includes cache reads, cache writes and their request coverage for LiteLLM…
v0.6.1v0.6.1 · 11 Oct 2026v0.6.1 Release Notes This patch brings llm-sketchkit v0.2.3 hardening to fleetdiff's summary readers: parser allocation limits, more efficient summary combination, and safer secret and error diagnostics. Compatibility Existing identities,…
v0.6.0v0.6.0 · 11 Oct 2026v0.6.0 Release Notes Investigate LiteLLM Logs Directly Export the request logs LiteLLM already keeps and ask what changed. fleetdiff now reads request-level CSV, JSON and JSONL directly, with no collector or database connection at runtime.…
v0.5.0v0.5.0 · 4 Oct 2026v0.5.0 Release Notes Three More Answers Did caching get worse?** `investigate` compares the share of recorded input tokens served from cache, with field coverage checked in both windows. Is this collector configuration ready?** `diagnose`…
Questions

About Fleetdiff

How do I install Fleetdiff?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Fleetdiff safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Fleetdiff still maintained?

Yes — the latest release is v0.8.0 (12 Oct 2026), and the last commit was 5 days ago. The repository has 2 stars.