mcp-discovery
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.
Offering
- Provider
- x402.agentindex.world
- Method
- POST
- Offering type
- Api Endpoint
- Transport type
- http
- Category
- Api
- Delivery
- Not provided
- Pricing model
- Not provided
- x402 version
- 2
Endpoint context
- URL
https://x402.agentindex.world/discover- MIME type
- application/json
- First seen
- 2026-10-16T01:50:38.788Z
- Last seen
- Tags
- MCP, Discovery
Payment pricing
x402 payment terms are the authoritative price for calling this endpoint.
- Payment option 1
- 0.001 USDC
Atomic price: 1000 · Network: eip155:8453 · Asset: USDC · Scheme: exact
Raw x402 terms
[
{
"scheme": "exact",
"network": "eip155:8453",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "1000",
"payTo": "0xb3F32bdfe8D07825BC0D7387295aB1D7559BA69d"
}
]Observed health
- Status
- Reachable
- Latest latency
- 317 ms
- Average latency
- 1124 ms
- HTTP status
- 405
- Last checked
- Reachability
- 100% over 14 checks
Latency is measured to the first response headers. A reachable result does not verify response accuracy or merchant identity.
Input schema
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "http"
},
"method": {
"type": "string",
"enum": [
"POST",
"PUT",
"PATCH"
]
},
"bodyType": {
"type": "string",
"enum": [
"json",
"form-data",
"text"
]
},
"body": {
"properties": {
"q": {
"type": "string",
"description": "The need to match, in plain language - e.g. \"read a PDF and give me markdown\" or \"persistent knowledge graph\". Matched against a curated snapshot of MCP servers (official registry + carnet) by semantic similarity."
},
"max_results": {
"type": "integer",
"minimum": 1,
"maximum": 25,
"description": "Maximum number of servers to return (default 5)."
},
"min_similarity": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Minimum cosine similarity to include a result (default 0.30). Raise it for fewer, closer matches."
}
},
"required": [
"q"
]
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"additionalProperties": false
}Output schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"properties": {
"max_results": {
"description": "Maximum number of servers to return (default 5).",
"maximum": 25,
"minimum": 1,
"type": "integer"
},
"min_similarity": {
"description": "Minimum cosine similarity to include a result (default 0.30). Raise it for fewer, closer matches.",
"maximum": 1,
"minimum": 0,
"type": "number"
},
"q": {
"description": "The need to match, in plain language - e.g. \"read a PDF and give me markdown\" or \"persistent knowledge graph\". Matched against a curated snapshot of MCP servers (official registry + carnet) by semantic similarity.",
"type": "string"
}
},
"required": [
"q"
]
},
"bodyType": {
"enum": [
"json",
"form-data",
"text"
],
"type": "string"
},
"method": {
"enum": [
"POST",
"PUT",
"PATCH"
],
"type": "string"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"type": "object"
},
"output": {
"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"
}
},
"required": [
"input"
],
"type": "object"
}