Borrowing it
Nothing to install: this file belongs to yusong652/itasca-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/yusong652/itasca-mcp/main/GEMINI.mdgit clone --depth 1 https://github.com/yusong652/itasca-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/yusong652/itasca-mcp/gemini-md)<a href="https://agentmods.dev/instructions/yusong652/itasca-mcp/gemini-md"><img src="https://agentmods.dev/badge/instructions/yusong652/itasca-mcp/gemini-md.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 5.1 | $0.01197 | $0.01197 |
| Opus 5 | $0.00598 | $0.00598 |
| Sonnet 5 | $0.00239 | $0.00239 |
| Haiku 4.5 | $0.00120 | $0.00120 |
Grade A, and why
itasca-mcp GEMINI.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 8d 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.
This is a copy
92% identical to itasca-mcp AGENTS.md — 7 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GEMINI.md
Guidance for coding agents working in the itasca-mcp repository.
Project Overview
itasca-mcp provides an MCP server for ITASCA PFC workflows. The bridge runtime that runs inside PFC GUI lives in the itasca-mcp-bridge repo and is consumed here as a git submodule.
This repository has two runtime contexts:
src/itasca_mcp/(Python >= 3.10): MCP server package used by clients/toolingitasca-mcp-bridge/(submodule, PFC embedded Python often 3.6): HTTP bridge running inside PFC GUI
End users get the bridge from PyPI (pip install itasca-mcp-bridge): first install happens via the agentic bootstrap's terminal pip step or addon.py, and from then on itasca_mcp_bridge.start() self-upgrades on every start. The submodule exists only so contributors can edit bridge code alongside MCP code without two clones. The legacy pfc-mcp-bridge PyPI package (last release bridge-v0.3.3) is deprecated.
Core Architecture
MCP side (src/itasca_mcp)
- Exposes documentation tools and execution tools through FastMCP
- Communicates with bridge via HTTP client (
itasca_mcp.bridge.client) - Returns a unified tool envelope:
ok,data,error - Uses script-first execution model (
itasca_execute_task+itasca_check_task_status)
Bridge side (itasca-mcp-bridge submodule)
- Runs in PFC GUI process
- Owns thread-safe interaction with ITASCA SDK
- Handles long-running tasks and diagnostics
- Started inside PFC GUI via
itasca_mcp_bridge.start(), which self-upgrades from PyPI first (best-effort);addon.pyremains the manual first-install bootstrap
Repository Layout
itasca-mcp/
├── src/itasca_mcp/
│ ├── bridge/ # MCP-side bridge client/task manager
│ ├── knowledge/ # command/API/reference search system
│ ├── tools/ # MCP tool implementations
│ ├── formatting.py # shared response formatting
│ └── server.py # MCP server entrypoint
├── itasca-mcp-bridge/ # submodule → github.com/yusong652/itasca-mcp-bridge
├── addon.py # PFC-side first-install bootstrap (pip-installs the bridge)
└── tests/ # MCP/tool contract tests
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.
- 8d ago First seen · 121 lines · 1,197 tokens per session scan A 394b3adfe998
itasca-mcp GEMINI.md is an instructions file published in the GitHub repository yusong652/itasca-mcp (174 stars, last pushed yesterday), licensed MIT. It adds 1,197 tokens to every session, about $0.0060 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to itasca-mcp AGENTS.md, differing in 7 lines, and is treated as a copy.
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