ahel
Start free

img-categorize / agent-hustle

MCP serverAI & models

This integration gives your AI access to 63 individual tools covering vision, text, data, web, and blockchain tasks. Each tool call is paid for separately in USDC on Base, so costs match exactly what your AI uses. Once added, your AI can analyze images, work with text, look up data, fetch web content, and handle blockchain tasks.

Use img-categorize / agent-hustle in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add img-categorize / agent-hustle and connect your AI. About a minute.

ClaudeChatGPTAhel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use img-categorize / agent-hustle to list tools

Details

Available today. Use it from your connected AI after setup.

Add the integration and try a simple task, like having your AI describe an image or pull a web page. Calls are billed per use in USDC on Base, so start with a small task to see how it works.

img-categorize / agent-hustleStart free

What your AI can do with it

  • Describe and analyze images
  • Draft, summarize, or process text
  • Look up structured data
  • Fetch and read web content
  • Query blockchain information

Install img-categorize / agent-hustle

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user img-categorize-agent-hustle 'https://www.blixtworks.com/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://www.blixtworks.com/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=img-categorize-agent-hustle&config=eyJ1cmwiOiJodHRwczovL3d3dy5ibGl4dHdvcmtzLmNvbS9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://www.blixtworks.com/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add img-categorize-agent-hustle --url 'https://www.blixtworks.com/mcp'

    Run it once, then sign in with codex mcp login img-categorize-agent-hustle if the server asks for an account.

From the project's README

As published by eggis70/img-categorize in README.md.

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

./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.

Tools it offers (68)

What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • list_tools
  • try_sample
  • how_to_pay
  • check_credit
  • redeem_payment
  • categorize
  • caption
  • ocr
  • embed
  • hash
  • hmac
  • uuid
  • base64
  • slugify
  • case_convert
  • text_stats
  • regex
  • diff
  • language_detect
  • word_frequency
  • lorem
  • json_format
  • json_query
  • json_to_csv
  • csv_to_json
  • yaml_convert
  • xml_to_json
  • markdown_to_html
  • jwt_decode
  • rss_parse

Signals

Last commit
Aug 2026
Weekly downloads
50
Weekly_downloads
50 weekly_downloads
Advanced
Delivery
tools MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
com-blixtworks-www-tools
Source
github.com/eggis70/img-categorize
Hosted endpoint
https://www.blixtworks.com/mcp

github.com/eggis70/img-categorize

More in AI & models

context7
MCP server · upstash
More in AI & modelsAdButler
MCP server · adbutler
More in AI & modelsatom-mcp-server
MCP server · a7om-ai
More in AI & modelsottasia
MCP server · aiweather-anurag
More in AI & modelsunphurl
MCP server · 123ergo
More in AI & modelsmicrosoft-learn-mcp
MCP server · microsoftdocs
More in AI & models