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 skills add kdpa-llc/mcp-compression-proxy --skill mcp-cligit clone --depth 1 https://github.com/kdpa-llc/mcp-compression-proxyWrote 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/kdpa-llc/mcp-compression-proxy/mcp-cli)<a href="https://agentmods.dev/skills/kdpa-llc/mcp-compression-proxy/mcp-cli"><img src="https://agentmods.dev/badge/skills/kdpa-llc/mcp-compression-proxy/mcp-cli/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kdpa-llc/mcp-compression-proxy/mcp-cli"><img src="https://agentmods.dev/badge/skills/kdpa-llc/mcp-compression-proxy/mcp-cli.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00071 | $0.00923 |
| Opus 5.5 | $0.00028 | $0.00369 |
| Sonnet 5.5 | $0.00014 | $0.00185 |
| Haiku 4.5 | $0.00007 | $0.00092 |
Grade A, and why
mcp-cli 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 — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
mcp-cli
mcp-cli reaches every MCP server configured for mcp-compression-proxy
through shell commands. Nothing is loaded into context until you ask for it:
search, read one tool's schema, call it.
If mcp-cli is missing, it is installed with npm install -g mcp-compression-proxy
and configured in ~/.mcp-compression-proxy/servers.json. mcp-cli doctor
checks the setup.
Find, inspect, call
mcp-cli search "what you want to do" # ranked, best first
mcp-cli info <server>/<tool> # description and input schema
mcp-cli call <server>/<tool> '<json args>' # run it
- Search by what you want done, in plain words; exact tool names rank first.
--limit Nshows more results. - Always run
infobefore the first call to a tool, and build arguments from itsinputSchema. Respectrequiredand types. - For awkward quoting, pipe the arguments:
echo '{"path":"/tmp/a"}' | mcp-cli call fs/read_file. - A tool whose
annotations.readOnlyHintis false or absent may change things. Treat it like any other write: be sure it is what the user asked for. - Not sure which tool fits?
mcp-cli suggest "<request>"returns candidates with schemas, and a proposed call when a local model is configured. A proposal is a draft to check, never a decision.
Keep large results out of context
Ask only for what you need:
mcp-cli call github/list_issues '{"owner":"o","repo":"r"}' \
--want '{"items":[{"number":"integer","title":"string","user.login":"string?"}]}' \
--where 'login failures' --limit 10
--wantis the shape of the answer: object keys to keep,[x]for a list of x, leaf typesstring|number|integer|boolean|object|array|any,a|bfor one of those values,?for optional. JSON output is projected exactly; missing fields come backnulland are listed inmeta.missing.--wherekeeps the list items relevant to a topic; it may return none.- The full output is saved;
source.idis its payload ID.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 83 lines · 71 tokens per session scan A 5b81a35e7ef5
mcp-cli is a skill published in the GitHub repository kdpa-llc/mcp-compression-proxy (6 stars, last pushed yesterday), licensed MIT. It adds 71 tokens to every session and 923 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-24.
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