Borrowing it
Nothing to install: this file belongs to ambiental-media/jor-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/ambiental-media/jor-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/ambiental-media/jor-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/ambiental-media/jor-mcp/agents-md)<a href="https://agentmods.dev/instructions/ambiental-media/jor-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/ambiental-media/jor-mcp/agents-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/ambiental-media/jor-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/ambiental-media/jor-mcp/agents-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 | $0.02600 | $0.02600 |
| Opus 5.5 | $0.01040 | $0.01040 |
| Sonnet 5.5 | $0.00520 | $0.00520 |
| Haiku 4.5 | $0.00260 | $0.00260 |
Grade A, and why
jor-mcp AGENTS.md scanned grade A with 1 finding 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 4d 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.
Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
- **Subprocesses:** Never use `os.system` or `subprocess.run(..., shell=True)` with unvalidated input to prevent shell injection vulnerabilities. How it starts
The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Agent Instructions for jor-mcp
Welcome, AI Agent. This AGENTS.md file defines the standard operating procedures, commands, and code style guidelines for the jor-mcp project. You must strictly adhere to these instructions to ensure high-quality, safe, and consistent contributions to this repository.
Project Context
- Name: jor-mcp
- Purpose: A Model Context Protocol (MCP) server for Ambiental Media, searching journalism content across WordPress and GitHub.
- Language: Python >= 3.12
- Core Libraries:
fastmcp,uvicorn,httpx(async),pyjwt,opentelemetry - Dependency Manager:
uv - Consent Portal:
portal/(Next.js static export, npm), deployed to GCS behind the load balancer. It is a separate npm project:make checknever invokes Node.
Prerequisite: Development Standards
Before making any changes, you must read and adhere to the rules defined in CONTRIBUTING.md. This includes:
- Language Constraint: All technical communication (commit messages, PR descriptions, code comments, variable names, and documentation) MUST be in English. (The only exception is the
@mcp.tool()description parameter, which must remain in Portuguese). - Using
uvfor all dependency management and task execution. - Enforcing strict typing, linting (
ruff), and formatting. - Ensuring all new code maintains the 90% test coverage minimum.
- Validation: After writing or modifying code, use the
make checkcommand to run all linters, formatters, type checkers, and tests at once. Do not propose a Pull Request or consider a task finished untilmake checkpasses completely. - Portal validation: Run
make check-portalafter any change underportal/; it installs, audits, tests, and builds both deployment profiles.make check-docsguards living documentation. - Documentation Sync: For every proposed change, you MUST review and update the
docs/directory to ensure it accurately reflects the new code, new environment variables, or new architecture. Never submit code changes without checking if the technical, deployment, or usage documentation needs updating.
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.
- 4d ago Changed · +2 lines · +85 tokens per session 58d65d971f90
- 2mo ago First seen · 126 lines · 2,515 tokens per session scan A 4e0efbf90e17
jor-mcp AGENTS.md is an instructions file published in the GitHub repository ambiental-media/jor-mcp (6 stars, last pushed 5d ago), licensed Apache-2.0. It adds 2,600 tokens to every session, about $0.0104 per session on Opus 5.5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
jor-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| jor-mcp AGENTS.mdambiental-media/jor-mcp | Instructions file | 6 | 5d ago | Apache-2.0 | A | 2,600 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| 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 |