Borrowing it
Nothing to install: this file belongs to ronitjadhav/geoservercloud-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ronitjadhav/geoservercloud-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/ronitjadhav/geoservercloud-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/instructions/ronitjadhav/geoservercloud-mcp/claude-md)<a href="https://agentmods.dev/instructions/ronitjadhav/geoservercloud-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/ronitjadhav/geoservercloud-mcp/claude-md/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/instructions/ronitjadhav/geoservercloud-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/ronitjadhav/geoservercloud-mcp/claude-md.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 | $0.01869 | $0.01869 |
| Opus 5.5 | $0.00748 | $0.00748 |
| Sonnet 5.5 | $0.00374 | $0.00374 |
| Haiku 4.5 | $0.00187 | $0.00187 |
Grade A, and why
geoservercloud-mcp CLAUDE.md 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 2mo 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 — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
What this is
A standalone MCP server that exposes GeoServer's REST API as ~76 natural-language
tools for AI assistants. It is a thin wrapper over the
python-geoservercloud
library, which it depends on as a PyPI package (geoservercloud) — it does not
vendor or modify it.
Tracking upstream
The library is a normal dependency in pyproject.toml (geoservercloud = ">=0.8.7").
To pick up upstream changes there is no merge — just bump the dependency:
poetry add geoservercloud@latest # or edit the pin, then `poetry lock`
After bumping, run poetry run pytest: the coverage guard (see "Adding a new MCP
tool") flags any new upstream methods that lack a tool.
Working in this repo (important)
mainis branch-protected. All changes go through a PR — you cannotgit push origin maindirectly, and force-pushes are blocked. A PR only merges once theLint and testCI check is green (no approval required — self-merge is fine). Escape hatch if ever needed: disable the rule in Settings → Branches, orgh api -X DELETE repos/ronitjadhav/geoservercloud-mcp/branches/main/protection.- Push only to
origin(ronitjadhav/geoservercloud-mcp). There is noupstreamremote anymore (the repo was detached from its fork network); never force-push unless explicitly asked. - CI runs
pre-commitwith noSKIP, so every hook (black, isort, prettier, bandit, mypy, ripsecrets, check-dependabot, …) is enforced. Run it locally before pushing.pre-commitisn't a poetry dep; install it withpip install --user --break-system-packages pre-commitif missing.
Docs site (app/)
A Vue 3 + Vite neobrutalist single-page site deployed to GitHub Pages at
https://geoservermcp.maplabs.tech. Source is in app/; it is
not part of the Python package.
Keep it in sync. Whenever you touch anything user-facing — new tools, new
install method, changed env vars, new client support — also update the relevant
copy in app/src/App.vue. The things most likely to drift:
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.
- 2mo ago First seen · 152 lines · 1,869 tokens per session scan A 8337684f5934
geoservercloud-mcp CLAUDE.md is an instructions file published in the GitHub repository ronitjadhav/geoservercloud-mcp (0 stars, last pushed 1mo ago), licensed BSD-2-Clause. It adds 1,869 tokens to every session, about $0.0075 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 2026-08-31.
geoservercloud-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| geoservercloud-mcp CLAUDE.mdronitjadhav/geoservercloud-mcp | Instructions file | 0 | 1mo ago | BSD-2-Clause | A | 1,869 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
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| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |