Borrowing it
Nothing to install: this file belongs to mwillbanks/ast-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/mwillbanks/ast-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/mwillbanks/ast-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/mwillbanks/ast-mcp/agents-md)<a href="https://agentmods.dev/instructions/mwillbanks/ast-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/mwillbanks/ast-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/mwillbanks/ast-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/mwillbanks/ast-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 | $0.00810 | $0.00810 |
| Opus 5.5 | $0.00324 | $0.00324 |
| Sonnet 5.5 | $0.00162 | $0.00162 |
| Haiku 4.5 | $0.00081 | $0.00081 |
Grade A, and why
ast-mcp AGENTS.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 10d 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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AST MCP local file boundary
Load and follow $ast-mcp before local repository exploration, reads, or changes.
Use AST-MCP tools for local files and code intelligence.
Never use direct editors, apply_patch, shell writers, interpreter writes, or Git patches for local file changes.
Use web or connector tools for remote content without local-file approval.
Apply local file policy when you save remote content locally.
Load skill references
The host selects and activates the skill.
Resolve these paths from the host-provided active skill directory, whether global, agent-local, or project-local.
For MCP delivery, obtain the skill manifest and read each reference through its exact resource URI.
Do not treat $ast-mcp/references/... as a filesystem expansion.
- Load
references/tool-catalog.mdfor every tool, input, limit, workspace, and MCP skill method. - Load
references/patch-state-machine.mdbefore mutations or recovery from rejected patches. - Load
references/configuration.mdfor path rules, approvals, formatting, and telemetry. - Load
references/installation.mdfor missing, disconnected, outdated, or incompatible tools and stale instructions.
Guard local changes
- Inspect targets through AST-MCP. Use
file_capabilitieswhen method support is uncertain. - Select
astfor structural changes oraider_blockfor small, uniquely anchored text changes. - Preview AST matches with bounded
runcalls. Preview the guarded patch withfile_patchandpreview: true. - Call
file_hashimmediately before mutation. Supply each freshexpectedSha256in one path-keyedfilesbatch. - Send ordered
astRulesoraiderBlockswith the selectedpatchStrategythroughfile_patch. - Use
file_writefor new files andfile_renamefor guarded moves to absent destinations. Both create authorized missing parents. Do not create marker files to prepare destination directories. - Use
file_chattrfor metadata andfile_deletefor deletion. Verify results and run repository validation.
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.
- 10d ago Changed · +4 lines · +76 tokens per session ed1a5705ac19
- 17d ago Changed · +1 lines · +17 tokens per session 957fc1e4900d
- 19d ago Changed · -10 lines · -1,017 tokens per session d5e8eaabb94d
- 1mo ago Changed · -6 lines · -108 tokens per session e6a3d01e49db
- 2mo ago First seen · 69 lines · 1,842 tokens per session scan A 8bb724deb644
ast-mcp AGENTS.md is an instructions file published in the GitHub repository mwillbanks/ast-mcp (0 stars, last pushed yesterday), licensed MIT. It adds 810 tokens to every session, about $0.0032 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.
ast-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ast-mcp AGENTS.mdmwillbanks/ast-mcp | Instructions file | 0 | yesterday | MIT | A | 810 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |