Borrowing it
Nothing to install: this file belongs to handaas/industry-chain-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/handaas/industry-chain-mcp-server/main/AGENTS.mdgit clone --depth 1 https://github.com/handaas/industry-chain-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/handaas/industry-chain-mcp-server/agents-md)<a href="https://agentmods.dev/instructions/handaas/industry-chain-mcp-server/agents-md"><img src="https://agentmods.dev/badge/instructions/handaas/industry-chain-mcp-server/agents-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 | $0.02319 | $0.02319 |
| Opus 5 | $0.01159 | $0.01159 |
| Sonnet 5 | $0.00464 | $0.00464 |
| Haiku 4.5 | $0.00232 | $0.00232 |
Grade A, and why
industry-chain-mcp-server AGENTS.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 7d 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 — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
HandaaS Industry Chain MCP — Codex Project Memory
This file is the repository-level operating contract for future Codex sessions. Read it before changing code or documentation.
Mission
Maintain an open-source MCP server that exposes existing HandaaS data products for industry-chain research. The server is a data-access layer; analysis workflows belong in the companion Skill.
- Repository:
https://github.com/handaas/industry-chain-mcp-server - Companion Skill:
https://github.com/handaas/industry-chain-processing-skill - Runtime: Python 3.10+, FastMCP,
stdio/sse/streamable-http - Main implementation:
server/mcp_server.py - Public MCP endpoint when self-hosted:
/mcp - Health endpoints:
/health,/api/health
Non-negotiable boundaries
- Every MCP tool must wrap an existing HandaaS product. Do not add tools that build industry chains, generate ES plans, score candidates, link enterprises, or render reports.
- Preserve public tool names and upstream parameter names unless an intentional breaking release is approved.
- Product IDs are stable public platform identifiers. Credentials, tokens, signatures, signed requests, customer data, and account-specific integrator URLs are private.
- Never log or return
INTEGRATOR_ID,SECRET_ID,SECRET_KEY, token values, signatures, or raw signed requests. - Keep errors structured and actionable. Distinguish missing configuration, invalid parameters, missing products, empty data, HTTP failures, timeouts, and network failures.
- A
产品不存在response must identifyproduct_key,product_name, andproduct_idso operators know which product permission/configuration is missing. .envis local-only..env.examplecontains placeholders and public defaults only.
Tool and product registry
PRODUCT_IDS and PRODUCT_NAMES in server/mcp_server.py are the source of truth. The current service exposes 23 MCP tools backed by 24 HandaaS products in these groups:
- Enterprise discovery and profile
- Supply-chain downstream products and enterprises
- Advanced enterprise filters
- Patent search and statistics
- Bidding, procurement, and planned projects
- Policy search, policy detail, and approved-project statistics
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.
- 7d ago First seen · 157 lines · 2,319 tokens per session scan A adb2b8ceaf63
industry-chain-mcp-server AGENTS.md is an instructions file published in the GitHub repository handaas/industry-chain-mcp-server (3 stars, last pushed 1mo ago), licensed MIT. It adds 2,319 tokens to every session, about $0.0116 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.
Other instructions, from other repositories
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.