# 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 recovery.
- [All API endpoints](https://crowdlisten.com/docs/api-catalogue): Complete generated native API inventory.
- [OpenAPI snapshot](https://crowdlisten.com/api/openapi.json): Complete request, response and component schemas.