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AIMarket — live agent marketplace MCP Server

answering

AIMarket — live agent marketplace is answering right now. Last checked 11 min ago. It exposes 13 tools. Last commit 1 Nov 2026.

Search and invoke real AI capabilities on modelmarket.dev. Free trial, then a prepaid key.

Uptime history 78 days of history · worst day 76%
78 days agonow
100.0%
Uptime 24h
182 of 182 checks
13
Tools
read from the server
401 ms
Response time
average over 24h
1
Stars
last commit 1 Nov 2026

What changed 26

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 10 September 2026. No other catalogue keeps this.

21 Oct a tool description was rewritten market_search
6 Oct a tool description was rewritten market_invoke
5 Oct a tool appeared x402_check
30 Sep 6 tools appeared pipeline_invoke, pipeline_prepare, pipeline_refund and 3 more
30 Sep 2 tool descriptions were rewritten pipeline_invoke, pipeline_prepare
30 Sep 2 tools changed the parameters they ask for pipeline_invoke, pipeline_prepare
30 Sep a tool changed version
27 Sep a tool description was rewritten market_invoke
27 Sep a tool changed the parameters it asks for market_invoke
25 Sep 4 tools appeared air_quality_now, fair_random, nearby_sensors and 1 more
and 6 more, back to 10 September 2026

What the code does

We read the source, 23 h ago · tools taken from the live server · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command aimarket_hub/zk_groth16.py:335
        result = subprocess.run(
Builds a file path from a variable aimarket_hub/chain_net.py:151
        candidates.append(os.path.join(env_dir, f"{network}-mainnet.json"))
    document.getElementById("pending").innerHTML = pending.length
Sends data to a third-party sink aimarket_hub/owner_notify.py:52
TELEGRAM_API = "https://api.telegram.org"

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

run in your terminal
claude mcp add aimarket-hub --transport http https://modelmarket.dev/mcp
Settings → Connectors → Add custom connector, then paste this address
https://modelmarket.dev/mcp
~/.codex/config.toml
[mcp_servers.aimarket-hub]
url = "https://modelmarket.dev/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "aimarket-hub": {
      "url": "https://modelmarket.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "aimarket-hub": {
      "type": "http",
      "url": "https://modelmarket.dev/mcp"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 13

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

pipeline
pipeline_invoke
Execute or continue the SAME prepared graph. Submit authorizations when the signed quote enables gas_sponsorship, otherwise buyer-signed transactions; none for free steps. Never submit both payment modes. Retain run_id/access_token and the exact bundle. Pending is not failure; repeat the same run or read pipeline_status. Never create a replacement purchase after a lost response.
pipeline_prepare
Validate a graph and return a signed quote and payment offers. No work or payment. Free steps require no wallet; paid steps require buyer wallet address. Use gas_mode=required to demand gas sponsorship or auto to prefer it. Inspect ready/blockers and gas_sponsorship. Sign offers LOCALLY, never provide a private key. Then call pipeline_invoke.
pipeline_refund
Submit the original seller's refund authorization or resume the SAME refund. The recipient is the original buyer, amount is the paid step price, and the sponsor pays gas. Preserve the exact authorization after a lost response. Returns a separately signed credit note; the original bill is unchanged.
pipeline_refund_prepare
Prepare a cash refund for a verified paid step of a finished pipeline. This moves no money. The original seller must approve the exact EIP-3009 authorization locally; never send a private key. Refunds require seller cooperation and a configured gas sponsor.
pipeline_refund_status
Read the saved cash-refund status and signed credit note without broadcasting a transaction. No private key or RPC is required. Pending means resume the same refund, never send a replacement transfer.
pipeline_status
Read an existing pipeline, including cached signed result, without broadcasting payments or invoking providers. No wallet signer or blockchain RPC required. Inspect recovery.action for unresolved work.
market
market_invoke
Invoke a capability found via market_search. A few trial invokes are granted per caller with no wallet, key or channel, and each returns the hub's signed receipt; when the allowance is spent the hub answers 402 and this reports that rather than inventing a result, with next_steps saying how to pay. Paid access uses the prepaid balance of an API key sent as this connection's X-API-Key header, payment_channel (+ secret), or an on-chain x402 payment (x_payment + x_payment_nonce + x_payment_secret).
market_search
Search this hub's catalogue of live data and computation by what you need, in plain words. Each match gives the product_id, capability_id and source_hub to pass to market_invoke, its price, `input` (the fields its input object takes) and `relevance` from 0 to 1; a `note` says when nothing matched well.
air
air_quality_now
Current air quality at a place: PM2.5 and PM10 (µg/m³), US and European AQI, from Copernicus CAMS via Open-Meteo, with a signed receipt. Pass latitude and longitude, or a city. Costs $0.001 per call. The first 5 priced calls per caller are free.
fair
fair_random
Verifiable random bytes for a draw, raffle or tie-break: an ECVRF output over your seed plus a proof anyone can check offline. The same seed always gives the same output, so publish the seed first to show the result was not picked. Costs $0.006 per call. The first 5 priced calls per caller are free.
nearby
nearby_sensors
The nearest live public sensors to a point, one per layer asked for (e.g. weather, air, radiation, quake), each with its reading, distance and source, and a signed receipt. Costs $0.03 per call. The first 5 priced calls per caller are free.
weather
weather_now
Current weather at a place: temperature (°C), humidity (%), pressure (hPa) and wind (m/s) from the nearest live Open-Meteo relay within 75 km, with a signed receipt. Pass latitude and longitude, or a city. Costs $0.001 per call. The first 5 priced calls per caller are free.
x402
x402_check
Check a signed x402 USDC payment before submitting it: recovers the EIP-712 signer, runs USDC's own checks and the seller's (payTo, amount, asset, network), and when the signature fails names the domain it was really made for (e.g. Base Sepolia's 'USDC' used on Base, where USDC is 'USD Coin'). Costs $0.003 per call. The first 5 priced calls per caller are free.

Endpoints

URLTransportStateLatencyChecked
https://modelmarket.dev/mcp streamable-http answering 450 ms 11 min ago
https://modelmarket.dev/mcp/k/{api_key} streamable-http answering 468 ms 11 min ago

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AIMarket — live agent marketplace — questions

Answers built from our own checks of this server.

What can AIMarket — live agent marketplace do?
It exposes 13 tools, read directly from the server on our last check. Among them: air_quality_now, fair_random, market_invoke, market_search, nearby_sensors, pipeline_invoke and 7 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
What is AIMarket — live agent marketplace mostly used for?
Its tools cluster around pipeline and market. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.
Is AIMarket — live agent marketplace working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 182 of 182 checks got a reply (100.0%), average response time 401 ms. The bar chart above shows every period we have measured.
How do I connect AIMarket — live agent marketplace?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does AIMarket — live agent marketplace need an API key?
No. AIMarket — live agent marketplace completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 13 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is AIMarket — live agent marketplace?
It answers our handshake in 401 ms on average, which is faster than 33% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is AIMarket — live agent marketplace open source?
The code is open source: it is published under the Apache-2.0 licence, written in Python, 1 stars on GitHub and 1 open issue. The licence covers the code in the repository, not the hosted service at modelmarket.dev, which runs on its operator's own terms.