Borrowing it
Nothing to install: this file belongs to rchanllc/picdefenseio-mcp-server. 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/rchanllc/picdefenseio-mcp-server/main/CLAUDE.mdgit clone --depth 1 https://github.com/rchanllc/picdefenseio-mcp-serverWrote 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/rchanllc/picdefenseio-mcp-server/claude-md)<a href="https://agentmods.dev/instructions/rchanllc/picdefenseio-mcp-server/claude-md"><img src="https://agentmods.dev/badge/instructions/rchanllc/picdefenseio-mcp-server/claude-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/rchanllc/picdefenseio-mcp-server/claude-md"><img src="https://agentmods.dev/badge/instructions/rchanllc/picdefenseio-mcp-server/claude-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 | $0.00732 | $0.00732 |
| Opus 5.5 | $0.00293 | $0.00293 |
| Sonnet 5.5 | $0.00146 | $0.00146 |
| Haiku 4.5 | $0.00073 | $0.00073 |
Grade A, and why
picdefenseio-mcp-server 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 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 — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Guidance for Claude Code when working in this repository.
What this is
An MCP server wrapping the PicDefense.io API v2 (https://app.picdefense.io/api/v2,
spec mirrored in src/swagger.json). It exposes 11 image-analysis tools to AI agents over
two transports. TypeScript, @modelcontextprotocol/sdk, zod, Docker.
Architecture
src/client.ts—PicDefenseClient: one method per API endpoint, nativefetch, 30s timeout, sendsX-API-TOKEN: USERID:APIKEY, unwraps the{status,message,error,data}envelope and throws onstatus:-1/ non-2xx (e.g.insufficient credits,unauthorized).src/tools/*.ts— one file per tool: exports a zod schema + a handler(client, params) => string. The 10 image tools sharetools/_shared.ts(urlSchema,format).src/server-factory.ts—createServer(client)registers all 11 tools on a freshMcpServerviaserver.tool(...). This is the single source of truth for tool names/descriptions — add new tools here.src/index.ts— stdio transport (npmbin, local Claude Desktop use). Token from--api-token/-torPICDEFENSE_API_TOKEN.src/sse-server.ts— hosted Express server (port 6910). Per-connection token: SSE (/sse+/messages) and stateless Streamable HTTP (/mcp). No global key.
Auth model
Multi-tenant. The server never stores credentials — each stdio process / SSE session /
HTTP request carries the user's own USERID:APIKEY, forwarded as X-API-TOKEN. Most
endpoints deduct account credits per call.
Adding a tool
- Add a client method in
src/client.ts. - Add
src/tools/<name>.ts(schema + handler). - Register it in
src/server-factory.tsand add a row to theTOOLStable insrc/sse-server.ts. - Update the tool table in
README.md.
Commands
npm install
npm run build # tsc + copy swagger.json to dist/
npm run dev # stdio (tsx)
npm run dev:sse # hosted server (tsx watch)
npm run start:sse # node dist/sse-server.js
docker compose up --build -d
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 · 61 lines · 732 tokens per session scan A c3b5c901953a
picdefenseio-mcp-server CLAUDE.md is an instructions file published in the GitHub repository rchanllc/picdefenseio-mcp-server (0 stars, last pushed 4d ago), licensed MIT. It adds 732 tokens to every session, about $0.0029 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.
picdefenseio-mcp-server CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| picdefenseio-mcp-server CLAUDE.mdrchanllc/picdefenseio-mcp-server | Instructions file | 0 | 4d ago | MIT | A | 732 | Claude Code |
| 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 |