Find MCP servers matching a need, ranked by semantic similarity over a curated snapshot…
Find MCP servers matching a need, ranked by semantic similarity over a curated snapshot of MCP servers. Returns name, endpoint, description, source registry and a 0-1 relevance per match. Paid POST: up to 25 matches. Try GET /discover/sample.
by x402.agentindex.world · discovered, not yet claimed by its owner · updated 2026-10-07
Mirrored from Coinbase's public x402 Bazaar. The description is the provider's own text and has not been reviewed here; the payment requirements are copied as published.
What it does
Find MCP servers matching a need, ranked by semantic similarity over a curated snapshot of MCP servers. Returns name, endpoint, description, source registry and a 0-1 relevance per match. Paid POST: up to 25 matches. Try GET /discover/sample.
Tags: mcp · discovery · bazaar
Call contract
- Method
- POST
- Input
- json
- Output
- json
- Last paid call
- 2026-10-07
{
"q": "read a PDF and give me markdown"
}{
"matches": 3,
"min_similarity": 0.3,
"q": "read a PDF and give me markdown",
"results": [
{
"description": "Extract a public PDF into clean markdown text, plus metadata and a real token count.",
"name": "PDF Extract MCP",
"observed_at": "2026-09-02T19:07:49.374328Z",
"registry": "registre-mcp",
"relevance": 0.7211,
"url": "https://example.org/mcp/"
},
{
"description": "Document conversion to markdown and structured text for LLM agents.",
"name": "Docling Server",
"observed_at": "2026-09-10T12:00:00Z",
"registry": "annuaire",
"relevance": 0.6487,
"url": null
},
{
"description": "Deep code indexing for AI agents. FTS5 + embeddings + call graphs. Fully local.",
"name": "Srclight",
"observed_at": "2026-09-15T08:30:00Z",
"registry": "registre-mcp",
"relevance": 0.4102,
"url": "https://example.com/mcp/"
}
],
"snapshot_date": "2026-09-18",
"snapshot_rows": 10327
}Use with an agent
- Discover. Agents find this listing with
GET https://bazaar.saylorinnovations.com/discovery/search?query=…, the MCP toolsearch_resources, or/discovery/resources. - Inspect. Fetch
/resources/33905.jsonfor the price and payment options. - Pay. Call
GET https://x402.agentindex.world/discover. The provider answers402with its payment requirements. An x402 client signs one of the options below and retries withPAYMENT-SIGNATURE. - Execute. The provider returns
200with the data. Agent Bazaar is not in the request path and never sees your payment.
For humans
You don't need an account or an API key; you need a wallet holding a small amount of USDC on Base, and an x402-capable client (see the examples below). Call the endpoint unpaid first to see exactly what it asks for.
Pricing & payment
- Price
- $0.001 / request
- Protocol
- x402 v2
- Auth
- No account or API key. Pay per request.
- Networks
- Base
- Demand
- 4 calls · 3 unique payers in 30d (public x402 Bazaar data)
x402 payment requirements
| Scheme | Network | Asset | Amount | Pay to | Timeout |
|---|---|---|---|---|---|
| exact | Base eip155:8453 | USDC | $0.001 | 0xb3F32bdfe8D07825BC0D7387295aB1D7559BA69d | 300s |
accepts[] (raw JSON)
[
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0xb3F32bdfe8D07825BC0D7387295aB1D7559BA69d",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "1000",
"amountUsd": 0.001,
"maxTimeoutSeconds": 300
}
]Schemas
Output schema (JSON Schema)
{
"properties": {
"example": {
"properties": {
"matches": {
"description": "Number of servers above the threshold before the top-N cut.",
"type": "integer"
},
"min_similarity": {
"description": "The similarity threshold applied.",
"type": "number"
},
"q": {
"description": "The query that was matched."
},
"results": {
"description": "Best-matching MCP servers, most relevant first.",
"items": {
"properties": {
"description": {
"description": "What the server does, as observed.",
"type": "string"
},
"name": {
"description": "Server name as observed.",
"type": "string"
},
"registry": {
"description": "Registry or listing where it was seen."
},
"relevance": {
"description": "Cosine similarity between the query and this server, 0 to 1.",
"type": "number"
},
"url": {
"description": "Endpoint URL, when one was observed."
}
},
"type": "object"
},
"type": "array"
},
"snapshot_date": {
"description": "Date the underlying MCP snapshot was taken.",
"type": "string"
},
"snapshot_rows": {
"description": "Number of MCP servers in the snapshot.",
"type": "integer"
}
},
"required": [
"q",
"results"
],
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}Example shape — generated from the schema, not a captured live response
{
"example": {
"matches": 0,
"min_similarity": 0,
"q": null,
"results": [
{
"description": "string",
"name": "string",
"registry": null,
"relevance": 0,
"url": null
}
],
"snapshot_date": "string",
"snapshot_rows": 0
},
"type": "string"
}Examples
curl "https://x402.agentindex.world/discover"
# -> 402 Payment Required, accepts[] lists how to pay
# retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paidconst res = await fetch("https://x402.agentindex.world/discover");
if (res.status === 402) {
const { accepts } = await res.json();
// pay one of accepts[] via an x402 client, then retry with the payment header
}import httpx
res = httpx.get("https://x402.agentindex.world/discover")
if res.status_code == 402:
accepts = res.json()["accepts"]
# pay one of accepts[] via an x402 client, then retry with the payment headerDetails
- Provider
- x402.agentindex.world
- Endpoint
- https://x402.agentindex.world/discover
- Machine-readable
/resources/33905.json