Borrowing it
Nothing to install: this file belongs to codeforanchorage/audubon-iba-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/codeforanchorage/audubon-iba-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/codeforanchorage/audubon-iba-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/codeforanchorage/audubon-iba-mcp/claude-md)<a href="https://agentmods.dev/instructions/codeforanchorage/audubon-iba-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/codeforanchorage/audubon-iba-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/codeforanchorage/audubon-iba-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/codeforanchorage/audubon-iba-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 | $0.02495 | $0.02495 |
| Opus 5 | $0.01247 | $0.01247 |
| Sonnet 5 | $0.00499 | $0.00499 |
| Haiku 4.5 | $0.00249 | $0.00249 |
Grade A, and why
audubon-iba-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 11d 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 — 110 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.
Audubon IBA fork. This is a National Audubon Society Important Bird Areas fork of the OpenContext MCP server framework (forked from the San Diego City GIS fork). It serves Audubon's public IBA feature service via the audubon_iba plugin (see config.yaml).
Unlike the sibling GIS forks, this one fronts a single fixed ArcGIS FeatureServer with a known schema — not a portal or services directory. There is nothing to crawl, so all the catalog-discovery machinery is gone: no search_datasets, no get_aggregations, no catalog manifest, no dataset-id resolution. Every tool addresses layer 0 (or one of its related tables) directly.
https://services1.arcgis.com/lDFzr3JyGEn5Eymu/arcgis/rest/services/iba_polygons_public/FeatureServer
layer 0 iba_polygons_public -- the main IBA polygon record
tables 3 criteria_site 4 criteria_species 5 habitat 6 landuse
7 observation 8 ownership 9 site_description
10 species 11 threat
Key invariants of the audubon_iba plugin:
- Six tools, no discovery —
find_ibas_near_point,search_ibas,get_iba_details,get_iba_related_records,get_iba_boundary,list_distinct_values, under theaudubon_iba__prefix. - Geometry is opt-in — every tool but
get_iba_boundarysendsreturnGeometry=false, so the shared pager (_query_layer_paged) hardcodes it.get_iba_boundaryhas its own request path and simplifies server-side withmaxAllowableOffset(in degrees, sinceoutSR=4326). - WGS84 hard contract — the polygons are authored in EPSG:3857 (Web Mercator); every query sets
inSR=4326/outSR=4326and lets the service reproject. WithoutinSR, WGS84 coords are read as Web Mercator metres and silently match nothing.find_ibas_near_pointadds a server-side buffer (distance+units=esriSRUnit_Kilometer). - Runtime schema introspection — layer 0's fields, coded-value domains, record cap, and relationship ids are read from the service at runtime (
?f=json) and cached per instance. Nothing is hardcoded beyond the fields the tools name. Related tables are introspected separately, so their dates/domains decode against their own schema. - relationshipId != relatedTableId —
queryRelatedRecordstakes the relationship'sid(0–8), not the related table's id (3–11). The plugin resolves the id from live metadata by relationship name; hardcoding the number would silently query the wrong table. - site_id is not objectid —
queryRelatedRecordskeys on the origin layer'sobjectid, soget_iba_related_recordsresolvessite_id -> objectidfirst (which doubles as the existence check). - Pagination —
maxRecordCountis 2000; both/queryand/queryRelatedRecordspage withresultOffset/resultRecordCount. - No free-form SQL surface — callers pass values (
state,priority,flyway,name), never a WHERE clause. Values are quote- and LIKE-wildcard-escaped into fixed predicates, and the composed clause still goes throughWhereValidator(shared fromplugins/arcgis/where_validator.py). Field names inlist_distinct_valuesare validated against the live schema before interpolation. - Auth-free — the public service is anonymous. The
tokenconfig key exists only so the same plugin could front a secured mirror.
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.
- 11d ago First seen · 110 lines · 2,495 tokens per session scan A e50658f9e5f8
audubon-iba-mcp CLAUDE.md is an instructions file published in the GitHub repository codeforanchorage/audubon-iba-mcp (0 stars, last pushed 3d ago), licensed MIT. It adds 2,495 tokens to every session, about $0.0125 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 2026-09-01.
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