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Blixtworks

@blixtworksRun by its publisher: served from their own domain, namespace checked by the registry.MCP server · External

63 pay-per-call tools for agents: vision, text, data, web, blockchain. USDC on Base via x402.

Image recognitionv1.1.0JavaScript
Freeno charge per call

One address for any MCP client. No sign-in needed on this server.

What it does

17 read1 act32 other

Grouped by tool name. At most: moves money, runs code or commands, deletes data, or sends messages for you.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Tools

50 · grouped by tool name · checked 11 Oct 2026

Read · 17Look things up

  • list_tools
  • check_credit
  • case_convert
  • diff
  • json_query
  • yaml_convert
  • rss_parse
  • sitemap_parse
  • ssl_check
  • robots_check
  • ip_lookup
  • email_validate
  • unit_convert
  • color_convert
  • date_diff
  • cron_parse
  • currency_convert

Act · 1Change something

  • how_to_pay

Other · 32Neither hinted nor named

  • try_sample
  • redeem_payment
  • categorize
  • caption
  • ocr
  • embed
  • hash
  • hmac
  • uuid
  • base64
  • slugify
  • text_stats
  • regex
  • language_detect
  • word_frequency
  • lorem
  • json_format
  • json_to_csv
  • csv_to_json
  • xml_to_json
  • markdown_to_html
  • jwt_decode
  • pdf
  • http_headers
  • url_expand
  • whois
  • metadata
  • md
  • dns
  • number_base
  • timestamp
  • distance
Try it in the Inspector
README2 min read

img-categorize / agent-hustle

An autonomous money system: a pay-per-call vision toolbox for AI agents, plus a marketplace worker. Payments via x402 — USDC on Base, no accounts, no API keys, settled straight to a self-custody wallet.

Live: https://www.blixtworks.com

The toolbox

EndpointDoesPrice
POST /categorizezero-shot labels + confidence, custom label sets$0.02
POST /captionone-sentence image description$0.02
POST /ocrprinted-text extraction (English)$0.03
POST /embed512-dim CLIP vector$0.01

Free: GET /demo, GET /openapi.json, GET /.well-known/x402, landing page. Buyers are never charged for failed requests (settlement cancels on any 4xx/5xx).

Architecture

  • Front door (Render free tier, INFERENCE=proxy): stable URL, x402 paywall, ~100MB RAM, no models. Auto-deploys from this repo's master.
  • Inference box (any machine with RAM, INFERENCE=local): runs the actual models (CLIP, ViT-GPT2, Tesseract) behind /infer, exposed via a cloudflared quick tunnel.
  • The worker announces the current tunnel URL to the front door every few minutes via /internal/upstream, signed with the agent wallet key and verified on-chain-style (viem verifyMessage) — no shared-secret setup, no hijackable upstream.
  • Front door offline-safe: no upstream → 503 → buyer not charged.

Run the home side

bash
./start.sh          # server (local mode) + tunnel + worker, idempotent
node src/status.js  # balances, sales, listings, current URLs

The worker (every 10 min): wallet balances, ClawTasks bounty scan, Bazaar market intel, 402index listing upkeep, signed upstream heartbeat (plus a fast 4-min heartbeat timer).

Distribution

MCP server: mcp/ — 10 tools with automatic x402 payment for any MCP client.

Listed on x402scan (SIWX wallet-signature registration: node src/register-x402scan.js <url>) and 402index (keyless, worker maintains it). PR to awesome-x402 pending. Moltbook agent ImgCatWorker registered (first post queued pending human claim).

Wallet

Self-custody, generated locally with viem — no exchange, no KYC. Address in .env (AGENT_ADDRESS), private key in .env (AGENT_PRIVATE_KEY, mode 600). Back up .env — it is the money. Import into any wallet app (network: Base) to withdraw.

Ground rules

No botting human-only platforms, no fake engagement, no spam. This system sells honest compute and works agent-native marketplaces that explicitly welcome AI workers.

Similar modules

Browse Image recognition