Borrowing it
Nothing to install: this file belongs to asgard-ai-platform/mcp-tw-company. 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/asgard-ai-platform/mcp-tw-company/main/CLAUDE.mdgit clone --depth 1 https://github.com/asgard-ai-platform/mcp-tw-companyWrote 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/asgard-ai-platform/mcp-tw-company/claude-md)<a href="https://agentmods.dev/instructions/asgard-ai-platform/mcp-tw-company/claude-md"><img src="https://agentmods.dev/badge/instructions/asgard-ai-platform/mcp-tw-company/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/asgard-ai-platform/mcp-tw-company/claude-md"><img src="https://agentmods.dev/badge/instructions/asgard-ai-platform/mcp-tw-company/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 | $0.00475 | $0.00475 |
| Opus 5 | $0.00237 | $0.00237 |
| Sonnet 5 | $0.00095 | $0.00095 |
| Haiku 4.5 | $0.00047 | $0.00047 |
Grade A, and why
mcp-tw-company 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 11d 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.
What it actually says
MCP Taiwan Company Registry
Overview
MCP server for Taiwan company registry open data (GCIS). Exposes AI-callable tools over stdio JSON-RPC 2.0. Part of the Asgard open-source ecosystem.
Setup
# Prerequisite: Python 3.14.x
uv sync
Run
uv run python mcp_server.py
Test
# Test connection
uv run python scripts/auth/test_connection.py
# Run all tool tests
uv run python tests/test_all_tools.py
Architecture
stdio (JSON-RPC 2.0)
→ mcp_server.py (entry point, side-effect imports trigger tool registration)
→ app.py (FastMCP singleton)
→ tools/company_registry_tools.py (@mcp.tool() decorated functions)
→ connectors/rest_client.py (HTTP REST with retry + pagination)
→ auth/none.py (no auth — public API)
→ config/settings.py (GCIS endpoints, URL builder)
Key Patterns
- Singleton:
app.pycreates theFastMCPinstance, imported everywhere - Decorator registration:
@mcp.tool()with PydanticField()for typed parameters - Side-effect imports:
mcp_server.pyimports tool modules to trigger registration - REST connector:
connectors/rest_client.py— retry, pagination, TLS workaround for GCIS - No-auth:
auth/none.py— GCIS is a public open data API
Adding a New Tool
- Choose the appropriate tool module in
tools/(or create a new one) - Import your connector:
from connectors.rest_client import api_get - Write the tool function with
@mcp.tool()decorator - Add the module import in
mcp_server.py(if new module) - Add a test in
tests/test_all_tools.py
Code Conventions
- English for all code, docstrings, and tool descriptions
- Use connector helpers — don't call
requestsdirectly in tools - All tools return
dict - Use
Pydantic Field()for parameter descriptions and defaults
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.
- 11d ago First seen · 57 lines · 475 tokens per session scan A a4d319f0ce97
mcp-tw-company CLAUDE.md is an instructions file published in the GitHub repository asgard-ai-platform/mcp-tw-company (1 stars, last pushed 4mo ago), licensed MIT. It adds 475 tokens to every session, about $0.0024 per session on Opus 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.
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