crowdlisten.com valid

CrowdListen — Expertise your agents can hire.

Give your agents specialized capabilities to get real work done. Pay as you use them.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T16:01:44.170Z. Cached copy · Source on crowdlisten.com

# CrowdListen — Expertise your agents can hire.

> Give your agents specialized capabilities to get real work done. Pay as you use them.

## Core Product

CrowdListen provides specialized capabilities through an API and MCP connection. A capability combines domain knowledge and tool use for a defined task. The user's agent coordinates the larger job; CrowdListen performs the specialized work and returns a saved result.

Start with the available X research tools: investigate a topic, review account activity and inspect original-source evidence. Confirm the supported scope before running. Proposed capabilities are not evidence of an available API contract; use the installed tool schema and current documentation.

Review the estimated cost and approve a maximum before a paid task. Credits cover recorded usage; unused reservations are released. Results and evidence remain available for follow-up work.

## Quick Links

- Homepage: https://crowdlisten.com/
- Pricing: https://crowdlisten.com/pricing
- Quickstart: https://crowdlisten.com/docs/quickstart
- Full machine-readable index: https://crowdlisten.com/llms-full.txt
- Interactive API docs: https://agent.crowdlisten.com/docs

## Documentation

- https://crowdlisten.com/docs — Docs hub
- https://crowdlisten.com/capabilities — Available first-party capabilities and planned outcomes
- https://crowdlisten.com/pricing — Task credits, top-ups and monthly allowances
- https://crowdlisten.com/docs/quickstart — Setup and first workflow
- https://crowdlisten.com/docs/api-reference — Agent API endpoints
- https://crowdlisten.com/docs/mcp — MCP harness guide
- https://crowdlisten.com/docs/changelog — Version history
- https://crowdlisten.com/SKILL.md — Agent workflow and tool instructions
- https://crowdlisten.com/learn.md — Agent quick-start and authentication
- https://crowdlisten.com/skills/connect-account/SKILL.md — Hosted personal-agent account authorization and saved-result reads

## Expert outcomes

Discover current GitHub lead research, animated launch video and X research offerings at https://crowdlisten.com/capabilities. Read each expert's live readiness, required inputs and authorization before requesting work. Hacker News feedback remains in development previews.

The former quick analyzers and context-transfer utility are retired from production. Do not invoke their old execution endpoint or present them as available expert capabilities.

## Guidance for AI Systems

- Use the homepage and docs for current product positioning and behavior.
- Use the current expert catalog; retired tool pages do not establish source support.
- Preserve original source links and explicit provider or processing errors.
- Do not present retired research-library, creator, or Fireworks demo routes as active product surfaces.

## Authentication and complete API reference
- [Authentication](https://crowdlisten.com/docs/authentication): CLI sign-in, headless token and refresh endpoints, personal key boundaries and account rec
…

Machine-readable: GET /v1/resolve?q=crowdlisten.com · GET /v1/domain/crowdlisten.com · this page as Accept: application/json or text/markdown · MCP lookup_domain

Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.

Claim my listing on Agent Web Map for crowdlisten.com:
1. POST https://agentwebmap.com/v1/sites/crowdlisten.com/claims and keep claim_id and claim_secret private.
2. Publish the proof: add the line "AgentWebMap ownership: <token>" (token from step 1) to https://crowdlisten.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes.
3. POST https://agentwebmap.com/v1/sites/crowdlisten.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/crowdlisten.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

Corrections or removal requests: contact the directory.