Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/certinia/debug-log-analyzer-mcp/lean-mcp-toolsnpx skills add certinia/debug-log-analyzer-mcp --skill lean-mcp-toolsgit clone --depth 1 https://github.com/certinia/debug-log-analyzer-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/certinia/debug-log-analyzer-mcp/lean-mcp-tools)<a href="https://agentmods.dev/skills/certinia/debug-log-analyzer-mcp/lean-mcp-tools"><img src="https://agentmods.dev/badge/skills/certinia/debug-log-analyzer-mcp/lean-mcp-tools.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00065 | $0.00797 |
| Opus 5 | $0.00032 | $0.00398 |
| Sonnet 5 | $0.00013 | $0.00159 |
| Haiku 4.5 | $0.00006 | $0.00080 |
Grade A, and why
lean-mcp-tools scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Lean MCP tools
A response is paid for when a tool is called. A definition is paid for on every request, called
or not, because the client sends all of them with each one. Server instructions sit between: once
per session. Put each fact where its audience reads it.
| Fact | Goes in |
|---|---|
| True of every tool ("all durations are in milliseconds") | instructions |
| Why a caller picks this tool over its neighbour | that tool's description |
| A value | the response |
What a definition holds
name,title— the display field.annotations.titleis a second copy; drop it.description— the selection prompt: what it returns, when to pick it, nothing the schema below already says.inputSchema— adescribeonly for what the property name and its type cannot say.annotations— only spec hints that differ from the default and carry meaning.destructiveHintandidempotentHintare defined as meaningful only whenreadOnlyHintis false, so a read-only tool declaresreadOnlyHint: trueandopenWorldHint: falseand stops. There is nopriorityhint.
Restructure before you delete
Deleting a fact costs the answer and saves less than reshaping it.
- Ten per-category properties, each inlining the same enum, became
z.partialRecord(z.enum(CATEGORIES), z.enum(LEVELS))— each enum emitted once. ~844 tokens to ~428, wire form unchanged, unknown keys now rejected. (Plainz.recordis cheaper still, but marks every key required.) - Hold the values as an
as consttuple and build the schema from it, so no description restates them.
Measure the whole wire object
estimateTokens(JSON.stringify(tool)); // per tool, from a live tools/list over stdio
A budget over {name, description, inputSchema} guards a subset of the cost: it let title,
annotations and the SDK's own fields grow ~215 tokens unwatched.
A definition is not finished until a check covers it. Three assertions, in the gate that already runs the server:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 69 lines · 65 tokens per session scan A 76361fa1b198
lean-mcp-tools is a skill published in the GitHub repository certinia/debug-log-analyzer-mcp (17 stars, last pushed today), licensed BSD-3-Clause. It adds 65 tokens to every session and 797 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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