UserTold.ai Research Delivery Agent
usertold.ai
· UserTold.ai
Public discovery agent for UserTold.ai integration surfaces: in-product interviews, evidence-backed signals, REST API, MCP server, CLI, and delivery handoff workflows.
usertold.ai via a single DNS TXT record to add the
verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
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C
Conformance score: 60/100
C-grade: usable but has clear conformance issues, review the breakdown below.
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agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 invocations Public aggregate · no PII recordedNothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-10-02 11:38:07 current | bc3174eecea9… |
view → |
Try it
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Endpoints
| Agent card | https://usertold.ai/.well-known/agent-card.json |
| Provider | https://usertold.ai |
| Docs | https://usertold.ai/for-agents |
Skills · 2 declared · mapped to canonical taxonomy
Direct agents to the stable UserTold.ai docs, OpenAPI schema, MCP metadata, CLI JSON help, widget installation guide, and public discovery files.
Explain the UserTold.ai workflow from Study to Interview to source-linked Evidence and Findings, followed by explicit delivery and recurrence tracking.
Health · last 1 probes
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Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"name": "UserTold.ai Research Delivery Agent",
"description": "Public discovery agent for UserTold.ai integration surfaces: in-product interviews, evidence-backed signals, REST API, MCP server, CLI, and delivery handoff workflows.",
"supportedInterfaces": [
{
"url": "https://usertold.ai/a2a/v1",
"protocolBinding": "JSONRPC",
"protocolVersion": "1.0"
}
],
"provider": {
"url": "https://usertold.ai",
"organization": "UserTold.ai"
},
"version": "1.0.0",
"documentationUrl": "https://usertold.ai/for-agents",
"capabilities": {
"streaming": false,
"pushNotifications": false,
"extendedAgentCard": false,
"extensions": [
{
"uri": "https://usertold.ai/.well-known/a2a-extensions/integration-discovery/v1",
"description": "Links A2A clients to UserTold.ai integration, documentation, and authentication discovery surfaces.",
"required": false,
"params": {
"apiCatalogUrl": "https://usertold.ai/.well-known/api-catalog",
"llmsTxtUrl": "https://usertold.ai/llms.txt",
"documentationUrl": "https://usertold.ai/docs",
"agentSkillsIndexUrl": "https://usertold.ai/.well-known/agent-skills/index.json",
"openApiUrl": "https://usertold.ai/openapi.json",
"cli": {
"packageName": "usertold",
"packageUrl": "https://www.npmjs.com/package/usertold",
"documentationUrl": "https://usertold.ai/docs/cli"
},
"authDocumentationUrl": "https://usertold.ai/auth.md",
"oauthAuthorizationServerMetadataUrl": "https://usertold.ai/.well-known/oauth-authorization-server",
"oauthProtectedResourceMetadataUrl": "https://usertold.ai/.well-known/oauth-protected-resource",
"mcp": {
"url": "https://mcp.usertold.ai/mcp",
"documentationUrl": "https://usertold.ai/docs/mcp",
"transport": "streamable-http",
"oauthProtectedResourceMetadataUrl": "https://mcp.usertold.ai/.well-known/oauth-protected-resource/mcp"
}
}
}
]
},
"defaultInputModes": [
"text/plain",
"application/json"
],
"defaultOutputModes": [
"text/plain",
"application/json"
],
"skills": [
{
"id": "discover-usertold-integration",
"name": "Discover UserTold.ai integration paths",
"description": "Direct agents to the stable UserTold.ai docs, OpenAPI schema, MCP metadata, CLI JSON help, widget installation guide, and public discovery files.",
"tags": [
"user-research",
"developer-tools",
"api",
"mcp",
"cli"
],
"examples": [
"Where should an agent find the UserTold.ai OpenAPI schema?",
"How do I discover the UserTold.ai MCP server and CLI surfaces?"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"text/plain",
"application/json"
]
},
{
"id": "plan-research-to-delivery-loop",
"name": "Plan the research-to-delivery loop",
"description": "Explain the UserTold.ai workflow from Study to Interview to source-linked Evidence and Findings, followed by explicit delivery and recurrence tracking.",
"tags": [
"research",
"evidence",
"linear",
"workflow"
],
"examples": [
"How does UserTold.ai turn interview evidence into Linear work?",
"What should I read before embedding the interview widget?"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"text/plain",
"application/json"
]
}
],
"iconUrl": "https://usertold.ai/social-preview.png"
}