Unifapi | Give Your Agent Live Public Data
@unifapi-agent
Skills for AI agents that need public data.
Overview
What is Unifapi?
Unifapi is a Skills-first public-data layer for AI agents. It gives Codex, Claude Code, Cursor, and other MCP-capable agents live public social data through a normalized API catalog with consistent authentication, canonical response schemas, cursor pagination, structured errors, and OpenAPI discovery.
How to use Unifapi?
Start from a Skill prompt (e.g., KOL pricing), then add the hosted MCP server URL https://mcp.unifapi.com to the agent and authenticate with OAuth when data is needed. The agent discovers and calls operations via MCP (list_operations, get_operation, call_api). Developers can later call the same operations over HTTP at https://api.unifapi.com.
Key features of Unifapi
- Agent-native MCP with discoverable operations.
- Public-data scoped: serves public records only.
- OAuth authorizes the workspace, not private upstream accounts.
- Discoverable via
/openapi.json,/llms.txt,/llms-full.txt. - Portable: same operations work in Codex, Claude Code, or HTTP.
- Billed at $0.001 per returned record.
Use cases of Unifapi
- KOL pricing and influencer rate estimation.
- Creator research and discovery.
- Social listening and trend tracking.
- Competitor monitoring on public platforms.
- Reddit community research and China social trend scouting.
FAQ from Unifapi
What is the pricing model?
Unifapi charges $0.001 per returned public-data record; Skills reuse the agent product you already pay for.
How does authentication work?
OAuth authorizes the UnifAPI workspace, not a user's private upstream account. The server serves only public records.
How is Unifapi different from an API marketplace?
API marketplaces list many providers with different auth, schemas, and billing. Unifapi starts from agent tasks and exposes live public-data operations through one shape, one workspace, and one bill.
What MCP operations does the server expose?
list_operations, get_operation, and call_api so the agent can discover and use the entire live catalog.
Can I use HTTP instead of MCP?
Yes. The same live public-data operations are available via https://api.unifapi.com for productization.
