Borrowing it
Nothing to install: this file belongs to jinchliu/tagmanager-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/jinchliu/tagmanager-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/jinchliu/tagmanager-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/jinchliu/tagmanager-mcp/claude-md)<a href="https://agentmods.dev/instructions/jinchliu/tagmanager-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/jinchliu/tagmanager-mcp/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/jinchliu/tagmanager-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/jinchliu/tagmanager-mcp/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 | $0.05490 | $0.05490 |
| Opus 5.5 | $0.02196 | $0.02196 |
| Sonnet 5.5 | $0.01098 | $0.01098 |
| Haiku 4.5 | $0.00549 | $0.00549 |
Grade A, and why
tagmanager-mcp CLAUDE.md scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -H "Authorization: Bearer $(gcloud auth application-default print-access-token)" \ How it starts
The opening of the file, as written. The whole thing — 333 lines — stays where its author put it; the contents beside it link to each section on GitHub.
tagmanager-mcp
Google Tag Manager MCP server in Python (stdio, MCPServer from the official
mcp SDK v2). v0.1 (read), v0.2 (write) and v0.3 (versions and publishing) are
shipped and verified against a real container — the v0.3 end-to-end smoke test
ran 2026-07-09; v0.3.2 moved the SDK from mcp 1.x/FastMCP to mcp 2.x/MCPServer
with no change to the tools themselves. 24 tools (13 read + 11 write), 71
offline tests. Published on PyPI as tagmanager-mcp; pushing a v* tag
releases via GitHub Actions Trusted Publishing (see "Releasing").
Commands
uv sync # deps into .venv (uv, not pip)
uv run nox -s tests # the whole 3.10-3.14 matrix, ~24s
uv run nox -s tests-3.12 # one interpreter
uv run nox -s lint # ruff format --check + ruff check
uv run nox -s format # ruff format + ruff check --fix
uv run mcp dev tagmanager_mcp/server.py # MCP Inspector
uv build # sdist + wheel into dist/ (gitignored)
uvx twine check dist/* # metadata + README renders on PyPI
nox is backed by uv: every tests session builds its own virtualenv and
installs from uv.lock, so the matrix never touches the project .venv. Do
not reach for uv run --python 3.10 directly — see the hard constraint
below. The test command lives only in noxfile.py; CI calls the sessions.
Register the checkout (not the published version) with Claude Code:
claude mcp add --scope user tagmanager-mcp -- <abs path>/.venv/bin/tagmanager-mcp.
Restart Claude Code after code changes; tools load only at startup.
Architecture
tagmanager_mcp/
├── __init__.py # package_version() — feeds serverInfo and the API user agent
├── coordinator.py # mcp = MCPServer(...) — the one instance everything registers on
├── server.py # importing the tools modules triggers @mcp.tool() → mcp.run() (stdio)
└── tools/
├── client.py # ADC credential singleton (lazy, threading.Lock); fresh discovery
│ # client per call. execute() is the mandatory layer for every API
│ # call: backoff on 429/quota-403/5xx, 4s throttle after the first
│ # rate limit, HttpError → actionable message, mutating=True for
│ # writes. Also prevent_stdio_inheritance()
├── utils.py # construct_*_path() (int / numeric string / full path), slim_*(),
│ # merge_patch() (shallow, null deletes a key), paginate()
├── structure.py # list_accounts / list_containers / list_workspaces / get_workspace_status
├── tags.py # list_tags (slim) / get_tag (full) / create / update / delete
├── triggers.py # same shape as tags.py
├── variables.py # same shape as tags.py
└── versions.py # version reads (list/get/get_live) + create_version / publish_version.
# Versions are container-scoped, not under a workspace; create_version
# consumes the workspace; responses are always slimmed
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 · 333 lines · 5,490 tokens per session scan A 28a89a280024
tagmanager-mcp CLAUDE.md is an instructions file published in the GitHub repository jinchliu/tagmanager-mcp (1 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 5,490 tokens to every session, about $0.0220 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
tagmanager-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tagmanager-mcp CLAUDE.mdjinchliu/tagmanager-mcp | Instructions file | 1 | 2mo ago | Apache-2.0 | A | 5,490 | Claude Code |
| 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 | 5,516 | 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 |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 3d ago | MIT | A | 4,313 | Codex, OpenCode |