dsh-aigc-radar

English | 简体中文

AIGC Radar project search for DeepSeek Harness (dsh).

Stop rebuilding what already exists. While you plan and implement, the agent proactively checks the curated AIGC Radar library for mature, battle-tested projects that already solve your problem — before you write a line of code. Results render as native search cards in the dsh Web UI — not raw markdown — and survive session replay.

What you get

Tool	What it does
search_ai_projects	Searches the curated AIGC Radar library: GitHub projects above a 500-star floor, enriched with categories, bilingual (zh/en) tags and descriptions, and daily star-growth metrics
get_project_categories	Lists the category taxonomy (categories + subcategory counts) for filter discovery

Two routing layers make discovery automatic rather than opt-in:

• Explicit discovery — ask "找个能做 deep research 的开源框架" and the agent comes back with starred, categorized results, no "use the tool" needed
• Proactive reuse check — before the agent implements a major module or subsystem (auth, payments, workflow engines, search/indexing, protocol implementations, end-to-end RAG/Agent pipelines…), it runs one library check on its own initiative, so mature alternatives surface before anyone rebuilds them. Narrow work (bug fixes, renames, styling, CRUD) is deliberately excluded

Why a native plugin instead of the MCP server?

AIGC Radar also ships as an MCP server — and this plugin now rides that same MCP endpoint (POST /api/mcp), so every call counts against the same rate limits and quotas. What the plugin adds on top:

• Native web search cards — structured sources render as cards in the Web UI and are rebuilt faithfully on session replay (presentationMeta), which the MCP transport cannot express
• Typed canonical output — the result is one validated JSON value, so Code Mode can compose it programmatically (await tools.search_ai_projects({ q: 'mcp' })) with full type inference
• First-party prompt routing — the discovery-routing guidance lives in system-prompt assembly, not in MCP instructions that clients may truncate

Measured performance

The search tool is a single HTTPS call to the AIGC Radar public edge — the numbers below measure that full path, taken 2026-08-18 from a China home-broadband connection (GeoDNS → CN edge) with scripts/benchmark-search.sh (10 representative zh/en queries × 3 trials against https://aigcnews.cn/api/mcp):

Metric	Value
Search latency p50	355 ms
Search latency p95	810 ms
Curated projects served	18,426 — every one above the 500-star admission bar
Taxonomy	11 top-level categories, bilingual zh/en tags and descriptions

Index-quality benchmarks measured on the MCP interface — 3.5× faster than WebSearch end-to-end (7.4 s vs 25.8 s median) and 98.3% first-tool routing accuracy (59/60 trials) — live in the main repo's benchmark section; this plugin serves the same dataset over the same API, so those numbers carry over.

Install

Requires dsh (npx @deepseek-ai/dsh web).

Recommended — install the prebuilt package from npm:

dsh plugin --profile web add dsh-aigc-radar

For a reproducible install, pin the published release:

dsh plugin --profile web add [email protected]

Source fallback — install from GitHub:

dsh plugin --profile web add github:Kaixxrua/dsh-aigc-radar

Git installs run the package's prepare build, which pnpm ≥10 refuses until you allow it: copy the package key pnpm prints into the profile's pnpm-workspace.yaml:

allowBuilds:
  dsh-aigc-radar: true

Then re-run the GitHub add. Pin a commit (github:Kaixxrua/dsh-aigc-radar#<sha>) if you want the source install to be immutable.

Verify without booting:

dsh --profile web --dump-config   # shows a "# == dsh-aigc-radar" layer

Updates

Update an npm install within its declared semver range:

dsh plugin --profile web update dsh-aigc-radar

Restart dsh afterwards to load the new version — a running dsh process is not hot-swapped.

Since 0.2.2, the plugin itself also notices when a newer release exists: on dsh start it makes one read-only npm registry check per process, and the agent relays the exact update command at the start of the next turn. The plugin never modifies its own installation. Set updateCheck: false in the plugin config to disable the check.

If you pinned an exact version (for example [email protected]), name the target version explicitly:

dsh plugin --profile web add dsh-aigc-radar@<version>

Git/Git SHA or branch, file/link, workspace, tarball, and local-path installs stay manual and are never changed by these commands. Startup-time automatic update checks are not yet available in released dsh builds; until then, the commands above are the update path.

Recommended: register on the origin site and grab a free token. The plugin works anonymously out of the box, but anonymous calls share a 30-calls/day per-IP bucket. A free account at aigcnews.cn gets you 60 calls/day plus a shared 1,200-call rolling-30-day quota; a member account gets 400/day plus 8,000 per rolling 30 days. Create an MCP token on the /mcp page (no special scopes needed for search) and paste it as mcpToken in the config below. See Quotas and the MCP token.

Configure

Defaults point at the public deployment. Override the row from your profile's cordis.patch.yml (a patch replaces the row's whole config):

- replace:
    - id: aigc-radar
      name: dsh-aigc-radar
      config:
        apiBase: 'https://aigcnews.cn'   # or your self-hosted AIGC_NEWS origin
        mcpToken: ''                     # MCP token from {apiBase}/mcp; empty = anonymous
        timeoutMs: 20000
        maxPageSize: 10                  # capped at 20 by the MCP contract
        updateCheck: true                # set false to skip the once-per-process release check

Quotas and the MCP token

Every call lands in the MCP endpoint's quota domain — anonymous callers are bucketed per IP, token callers per account:

Caller	Quota	Window
Anonymous (no mcpToken)	30 tool calls	per day, per IP
Free account token	60/day + 1,200 tool calls	daily pacing + rolling 30 days
Member token	400/day + 8,000 tool calls	daily pacing + rolling 30 days

To move out of the anonymous bucket, create a token at aigcnews.cn/mcp (no special scopes needed for search) and set it as mcpToken. The token lives in your dsh profile config in plaintext, same as your LLM keys. Daily pacing is checked before the rolling monthly bucket, so hitting the daily limit does not consume monthly quota. When a quota is exhausted the tool returns an actionable error — which bucket, the limit, and how long to wait or where to upgrade — so the agent can relay it instead of failing silently.

Develop from a source checkout

The commands below are for contributors working from a Git checkout. test, verify, and smoke use the built bundle; verify and smoke also call the live MCP endpoint.

pnpm install
pnpm build        # tsdown → dist/
pnpm typecheck    # tsc --noEmit
pnpm test         # node --test (client unit tests against the built bundle)
pnpm verify       # validates registration, cards, routing, and live search
pnpm smoke        # hits the live MCP endpoint through the built client

Load from a dsh source checkout without installing:

pnpm dsh --profile web --patch /path/to/dsh-aigc-radar/cordis.dev.yml

where cordis.dev.yml inserts the row by absolute path:

- insert:
    - id: aigc-radar
      name: /absolute/path/to/dsh-aigc-radar/dist/index.mjs

Data and attribution

Data provided by AIGC Radar — your dsh instance calls the same MCP endpoint that backs the AIGC Radar MCP server, with the same quotas and rate limits. The curated library only covers GitHub projects with 500+ stars; general non-AI GitHub search with direct-GitHub fallback remains an MCP-server capability by design.

License

MIT