The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the GuardMarket listing page.
中文 · 125-skill catalog · Releases · MCP Registry · Integration examples
GuardMarket gives MCP clients five tools to discover versioned skills, inspect their schemas and prices, invoke with an explicit spending cap, and read wallet balances and receipts. The catalog describes 125 implemented commerce, inventory, CSV, JSON, text, date, math, statistics, encoding, validation, and unit-conversion skills.
Version 0.3.0 is published: the public repository, release installation files, and 130-page documentation site are available. The MCPB has an active MCP Registry record under io.github.zma-petterzhang/guardmarket, published on 2026-09-26. This is package metadata registration; OpenAI and Claude plugin-directory approval are separate steps.
This repository is the public client and documentation. Skill execution, accounts, and billing run in a separately operated GuardMarket backend. Installing this client does not create a backend or a wallet. A public production MCP endpoint and PyPI listing are not yet provided. The static website is documentation, not an execution endpoint. The bundled examples are synthetic and contain no account data.
Desktop bundle: download guardmarket-mcp-0.3.0.mcpb from release v0.3.0 and verify it against SHA256SUMS. Open it in a host that supports MCPB 0.4 and its uv runtime. The host manages Python 3.11+; the bundle has no external Python dependencies. Configure your actual backend URL in the install form. Leave the masked consumer API key blank for anonymous discovery. Hosts supporting only older MCPB formats should use the wheel/stdio installation below. This bundle still needs a running backend; it does not install the marketplace server. See bundle details.
Python 3.11+ is required. The Python client has no runtime dependencies.
For installation without Git, download the wheel from release v0.3.0, verify its SHA-256 against the release SHA256SUMS, then run python -m pip install /path/to/guardmarket_mcp-0.3.0-py3-none-any.whl. Pin a version or commit in production. On Windows use .venv\Scripts\python.exe and .venv\Scripts\guardmarket-mcp.exe.
Set GUARDMARKET_URL to your backend origin, for example http://127.0.0.1:8787 for a local instance. The client accepts HTTPS origins and numeric-loopback HTTP origins only. Redirects and environment HTTP proxies are disabled.
The command waits for MCP messages on standard input; it is normally launched by your AI client. market.search and market.describe work anonymously if the backend permits public discovery. The other three tools require a consumer API key created in that backend's account settings. Provide it via the client's environment (GUARDMARKET_API_KEY) or a user-owned mode-0600 regular file (--key-file /absolute/path/key). The key-file option is POSIX-only; environment variables work on Windows. Never put a real key in a committed configuration or a chat message.
| MCP tool | Purpose | Authorization |
|---|---|---|
market.search | Search current published skills and prices | Anonymous |
market.describe | Read a selected version's schemas, examples, effects, and price | Anonymous |
market.invoke | Run a user-authorized skill with max_price_micros and idempotency_key | API key |
market.wallet | Read available/reserved balances and currency | API key |
market.receipt | Retrieve an owned invocation result and billing state | API key |
First search, then describe the exact returned skill_id, then invoke. One currency unit equals 1,000,000 micros. The documented ¥0.01 example is a demo price, not a promise about a deployment. The selected backend reports its currency, test/production mode, and actual prices. Test mode uses simulated funds. Successful invocations are chargeable; a pending or uncertain invocation may retain a hold. After an uncertain result, reuse the same idempotency key and identical arguments. Do not submit a new key to “retry.”
Example use cases: calculate a cart total with supplied tax and discount rates; validate and normalize product data; escape CSV formulas before spreadsheet export; compare inventory reorder thresholds; summarize provided numbers. These tools do not obtain live tax rates, exchange rates, stock prices, or shipping quotes. The original 125 functions transform supplied data; third-party skills may have external effects, disclosed by market.describe.
Examples and verified source references cover Claude Desktop, Claude Code, Qwen Code, Qwen-Agent, and Codex. The portable plugin.json, mcp.json, and skills/ bundle also includes Codex and Claude compatibility manifests. Install the client first so guardmarket-mcp is on the launcher PATH, or use the executable's absolute path.
ChatGPT and Claude web connectors require a deployed public HTTPS MCP endpoint and its configured authorization flow. They cannot connect to a laptop's stdio command through a repository URL. A GitHub repository, documentation website, or llms.txt does not automatically install tools in any model or guarantee indexing.
CI validates Python 3.11–3.13, regenerates the static site, and builds the wheel and MCPB. Pushing a v* tag creates a GitHub release with a wheel, source archive, desktop MCPB bundle, and SHA-256 checksums; it does not publish to PyPI or any AI vendor directory. The MCPB builder uses an explicit allowlist and deterministic ZIP metadata, and prints its fileSha256 for registry preparation. GitHub Pages serves docs/ using its deployment workflow. Public catalog metadata is a versioned snapshot; the chosen backend remains authoritative at invocation time.
A separate manual GitHub Actions workflow prepares and publishes the released MCPB's metadata to the MCP Registry using GitHub OIDC. It verifies the release artifact and its checksum first. The v0.3.0 registration run succeeded, and its registry record is active. The record points to the immutable v0.3.0 release artifact; documentation updates on main do not replace that artifact. MCP Registry publication is separate from OpenAI or Claude plugin-directory review.