audubon-iba-mcp: Instructions file for Claude Code

CLAUDE.md

audubon-iba-mcp CLAUDE.md is an instructions file for Claude Code from codeforanchorage/audubon-iba-mcp. It costs 2,495 tokens per session, scanned A, original, MIT.

A set of repository instructions for a Claude Code project that serves bird-area data from a fixed ArcGIS FeatureServer. It documents the project’s setup, development commands, dependencies, server rules, and data structure.

In plain words
What is it for?
Use it when developing or maintaining the Audubon Important Bird Areas server, including its tools, configuration, and direct access to bird-area records and related tables.
Why use it?
It gives a coding agent the project-specific context needed to work on this repository without treating the data source like a general catalog.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is codeforanchorage/audubon-iba-mcp's own configuration. It tells Claude Code how to work on audubon-iba-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything audubon-iba-mcp configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/codeforanchorage/audubon-iba-mcp/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/codeforanchorage/audubon-iba-mcp

Made for: Claude Code.

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Per session 2,495 This file is loaded in full into every session.
When invoked 2,495 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
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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.

ModelPer sessionOnce 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

Measured 11d ago against content hash e50658f9e5f8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

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.

CLAUDE.md · 110 lines

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 discoveryfind_ibas_near_point, search_ibas, get_iba_details, get_iba_related_records, get_iba_boundary, list_distinct_values, under the audubon_iba__ prefix.
  • Geometry is opt-in — every tool but get_iba_boundary sends returnGeometry=false, so the shared pager (_query_layer_paged) hardcodes it. get_iba_boundary has its own request path and simplifies server-side with maxAllowableOffset (in degrees, since outSR=4326).
  • WGS84 hard contract — the polygons are authored in EPSG:3857 (Web Mercator); every query sets inSR=4326/outSR=4326 and lets the service reproject. Without inSR, WGS84 coords are read as Web Mercator metres and silently match nothing. find_ibas_near_point adds 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 != relatedTableIdqueryRelatedRecords takes the relationship's id (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 objectidqueryRelatedRecords keys on the origin layer's objectid, so get_iba_related_records resolves site_id -> objectid first (which doubles as the existence check).
  • PaginationmaxRecordCount is 2000; both /query and /queryRelatedRecords page with resultOffset/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 through WhereValidator (shared from plugins/arcgis/where_validator.py). Field names in list_distinct_values are validated against the live schema before interpolation.
  • Auth-free — the public service is anonymous. The token config key exists only so the same plugin could front a secured mirror.

Read the full file on GitHub · 110 lines

Changes

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.

  1. 11d ago First seen · 110 lines · 2,495 tokens per session scan A e50658f9e5f8

Subscribe to this mod's changes

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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