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Gaokao Helper Worker

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Provides read-only access to Guangdong gaokao data, enabling searches for schools, scores, and data files via MCP.

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About

Provides read-only access to Guangdong gaokao data, enabling searches for schools, scores, and data files via MCP.

README

A standalone Cloudflare Worker that exposes public Guangdong gaokao data through a read-only MCP endpoint.

Deploy to Cloudflare

The deployment button creates a copy of this repository in your GitHub account, provisions a Worker, and configures Workers Builds for subsequent pushes.

Endpoints

  • GET /health returns a small health payload.
  • POST /mcp is the streamable HTTP MCP endpoint.
  • Static data files are deployed from the committed public/ snapshot, so this repository builds independently.

Tools

  • list_data_files lists available data files and resource URIs.
  • read_data_sample reads a bounded sample from a CSV or JSON file.
  • search_schools searches across school, group, major, code, and other CSV text.
  • score_rank_lookup looks up the nearest row in score_rank_2026.csv.

Commands

npm ci
npm run dev

Deploy:

npm run deploy

After deployment, connect MCP clients to:

https://<your-worker-host>/mcp

Updating the data snapshot

When the source gaokao-helper checkout is the parent directory:

npm run sync:data

For a source checkout elsewhere, pass its path explicitly:

GAOKAO_HELPER_ROOT=/path/to/gaokao-helper npm run sync:data

Commit the updated files under public/ so Cloudflare's one-click deployment remains self-contained.

from github.com/stmtc233/gaokao-helper-worker-mcp

Installing Gaokao Helper Worker

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/stmtc233/gaokao-helper-worker-mcp

FAQ

Is Gaokao Helper Worker MCP free?

Yes, Gaokao Helper Worker MCP is free — one-click install via Unyly at no cost.

Does Gaokao Helper Worker need an API key?

No, Gaokao Helper Worker runs without API keys or environment variables.

Is Gaokao Helper Worker hosted or self-hosted?

A hosted option is available: Unyly runs the server in the cloud, no local setup required.

How do I install Gaokao Helper Worker in Claude Desktop, Claude Code or Cursor?

Open Gaokao Helper Worker on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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