Borrowing it
Nothing to install: this file belongs to ffleurey/mcpscope. 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/ffleurey/mcpscope/main/AGENTS.mdgit clone --depth 1 https://github.com/ffleurey/mcpscopeWrote 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/ffleurey/mcpscope/agents-md)<a href="https://agentmods.dev/instructions/ffleurey/mcpscope/agents-md"><img src="https://agentmods.dev/badge/instructions/ffleurey/mcpscope/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/ffleurey/mcpscope/agents-md"><img src="https://agentmods.dev/badge/instructions/ffleurey/mcpscope/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 | $0.01894 | $0.01894 |
| Opus 5.5 | $0.00758 | $0.00758 |
| Sonnet 5.5 | $0.00379 | $0.00379 |
| Haiku 4.5 | $0.00189 | $0.00189 |
Grade A, and why
mcpscope 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 2mo 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 — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.
mcpscope Agent Guide
This guide is for agents working on mcpscope's own code. If you are an agent (or configuring one) using mcpscope to test an MCP server, you want MCP.md and EXAMPLE.md instead — mcpscope speaks MCP itself.
mcpscope is a backend-centered runtime analysis tool for MCP and multi-turn LLM workflows. Optimize for correctness, inspectability, and parity across the backend API, CLI, MCP interface, and thin Svelte frontend.
Fast Start
Read only what the task needs:
- README.md for the product overview and the Documentation index of every doc — start there if the right file isn't listed below; DEVELOPMENT.md for run-from-source and dev commands
- ARCHITECTURE.md for runtime flow, persistence, execution, and adapters
- DATA-MODEL.md for sessions, turns, rounds, parts, and canonical IDs
- DATABASE-SCHEMA.md for the SQLite tables behind that model
- TESTING.md for regression strategy and test selection
- CLI.md and MCP.md for command and tool behavior
- BENCHMARK.md for the benchmark suite/case/run feature, deterministic metrics, and LLM rubric evaluation — the latter is implemented as a
benchmark_evaluationanalysis workflow (one judge session per run-session), so it shares the analysis subsystem rather than being a separate engine; treat the two as one mechanism when changing either - PROVIDERS.md when touching reasoning, token counting, or context-window handling across LM Studio / Ollama / OpenRouter
- DESIGN-SYSTEM.md before any frontend visual change — tokens, shared primitives, and patterns. Reuse the primitives; keep
DESIGN-SYSTEM.md,frontend/src/app.css, and the live Design System Reference (DesignReference.svelte) in sync.
The docs above are references, not pre-read requirements. Keep context lean and open only the specific files needed for the task at hand.
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.
- 2mo ago First seen · 115 lines · 1,894 tokens per session scan A 13d5882a4077
mcpscope AGENTS.md is an instructions file published in the GitHub repository ffleurey/mcpscope (2 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 1,894 tokens to every session, about $0.0076 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.
mcpscope AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcpscope AGENTS.mdffleurey/mcpscope | Instructions file | 2 | 1mo ago | Apache-2.0 | A | 1,894 | 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 | yesterday | 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 |