SerpMCP CLAUDE.md

SerpMCP CLAUDE.md is an instructions file for coding agents from AceDataCloud/SerpMCP. It costs 387 tokens per session, scanned A, a copy of SunoMCP CLAUDE.md, MIT.

Development instructions for SerpMCP, an MCP server that searches Google through the AceDataCloud API. They describe the project structure, API alignment, testing, and documentation work.

In plain words
What is it for?
Use them when developing or updating SerpMCP, including search tools, supported search types, API parameters, defaults, tests, and the README.
Why use it?
They give an agent shared rules for maintaining the server consistently with its API specification and keeping changes tested and documented.

Instructions file

Install

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.

agentmods
npx agentmods add instructions/acedatacloud/serpmcp/claude-md
Clone the repo
git clone --depth 1 https://github.com/AceDataCloud/SerpMCP

Wrote 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.

agentmods badge for SerpMCP CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/acedatacloud/serpmcp/claude-md.svg)](https://agentmods.dev/instructions/acedatacloud/serpmcp/claude-md)
Your own site
<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>
Per session 387 This file is loaded in full into every session.
When invoked 387 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin 88% copy Near-identical to another mod in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 5d ago against content hash 09a771d7345d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

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.

Origin

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.

CLAUDE.md · 41 lines

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:

  1. Source of truth_docs/openapi/serp.json is the OpenAPI spec for the SerpMCP API.
  2. Compare models — The Literal types in core/types.py must match the spec's model enum. Add/remove as needed.
  3. Compare parameters — Each @mcp.tool() function's parameters should match the corresponding OpenAPI endpoint.
  4. Update defaults — If a new model becomes the recommended default, update the default in core/types.py.
  5. Update README — Keep the model table and feature list current.
  6. Add tests — For new tools or parameters, add test cases in tests/.
  7. PR title — Use format: sync: <description> [auto-sync]

Development

pip install -e ".[dev]"
pytest --cov=core --cov=tools
ruff check .
Changes

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.

  1. 5d ago First seen · 41 lines · 387 tokens per session scan A 09a771d7345d

Subscribe to this mod's changes

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.