Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/acedatacloud/serpmcp/claude-mdgit clone --depth 1 https://github.com/AceDataCloud/SerpMCPWrote 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/acedatacloud/serpmcp/claude-md)<a href="https://agentmods.dev/instructions/acedatacloud/serpmcp/claude-md"><img src="https://agentmods.dev/badge/instructions/acedatacloud/serpmcp/claude-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 | $0.00387 | $0.00387 |
| Opus 5 | $0.00193 | $0.00193 |
| Sonnet 5 | $0.00077 | $0.00077 |
| Haiku 4.5 | $0.00039 | $0.00039 |
Grade A, and why
SerpMCP 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 5d 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
88% identical to SunoMCP CLAUDE.md — 21 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.
What it actually says
SerpMCP
MCP (Model Context Protocol) server for Google Search (SERP) web search via AceDataCloud API.
Project Structure
core/
config.py — Settings dataclass (API token, base URL)
server.py — FastMCP server singleton
client.py — httpx async HTTP client
types.py — Literal types (SearchType, etc.)
exceptions.py — Error classes (AuthError, APIError, TimeoutError)
utils.py — Formatting helpers
tools/
search_tools.py — google search (web, images, news, etc.)
info_tools.py — list search types
prompts/ — LLM guidance prompts
tests/ — pytest-asyncio + respx tests
Sync from Docs
When invoked by the sync workflow, the Docs repo is checked out at _docs/. Your job:
- Source of truth —
_docs/openapi/serp.jsonis the OpenAPI spec for the SerpMCP API. - Compare models — The Literal types in
core/types.pymust match the spec's model enum. Add/remove as needed. - Compare parameters — Each
@mcp.tool()function's parameters should match the corresponding OpenAPI endpoint. - Update defaults — If a new model becomes the recommended default, update the default in
core/types.py. - Update README — Keep the model table and feature list current.
- Add tests — For new tools or parameters, add test cases in
tests/. - PR title — Use format:
sync: <description> [auto-sync]
Development
pip install -e ".[dev]"
pytest --cov=core --cov=tools
ruff check .
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.
- 5d ago First seen · 41 lines · 387 tokens per session scan A 09a771d7345d
SerpMCP CLAUDE.md is an instructions file published in the GitHub repository AceDataCloud/SerpMCP (1 stars, last pushed 8d ago), licensed MIT. It adds 387 tokens to every session, about $0.0019 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to SunoMCP CLAUDE.md, differing in 21 lines, and is treated as a copy.
Other instructions, from other repositories
openrouter-mcp-multimodal AGENTS.md
AGENTS.md instructions for stabgan/openrouter-mcp-multimodal, covering agent instructions, before you ship, releasing (read this before publishing), short version and version files (must all match package.json).
Plonk AGENTS.md
AGENTS.md instructions for ostapondo/Plonk, covering agent rules, layout, adding a module, build & verify and code style.
cyxj-groksearch CLAUDE.md
Claude Code instructions for chenyuxiaojin/cyxj-groksearch, covering claude.md, 常用命令 and 结构与坑.
mcp-dockhand copilot-review.instructions.md
Copilot instructions for strausmann/mcp-dockhand: When reviewing pull requests in this repository.
minecraft-dev-mcp AGENTS.md
Instructions for MCDxAI/minecraft-dev-mcp, covering agent handbook – minecraft dev mcp, project snapshot, what agents should prioritize, architecture wayfinder (src/) and available mcp tools (for llm surfaces).
bray AGENTS.md
AGENTS.md instructions for forgesworn/bray, covering agents.md — nostr-bray, what this is, build & test, architecture and tool groups.