Perceptlayer
API dữ liệu web trực tiếp cho nhà phát triển và tác nhân AI: 248 trang web, một khóa, JSON có cấu trúc, 1 tín dụng mỗi lần gọi, các lần gọi thất bại miễn phí.
Máy chủ MCP được lưu trữ
npx add-mcp 'https://api.perceptlayer.com/mcp'Cài vào Claude Code, Codex, Cursor và nhiều công cụ khác
Tài liệu
Perceptlayer MCP server
Live web data for AI agents. One API key, structured JSON from 248 websites (1,659 endpoints): Google Maps, Zillow, Indeed, Airbnb, Booking.com, Google Search and more.
This is a hosted (remote) MCP server. There is nothing to install: point your client at the URL.
https://api.perceptlayer.com/mcp
Transport: Streamable HTTP. Auth: Authorization: Bearer sk_live_...
(get a free key, 1,000 credits a month, no card).
Tools
| Tool | What it does | Cost |
|---|---|---|
search_endpoints | Finds endpoints for a site or kind of data, such as "airbnb listing". | Free, no key |
get_endpoint | Lists one endpoint's parameters, with an example and its credit cost. | Free, no key |
call_endpoint | Runs an endpoint and returns its JSON. | The endpoint's credits |
The agent searches the catalogue instead of loading 1,659 tool definitions into its context.
Connect a client
Claude Code
claude mcp add --transport http perceptlayer https://api.perceptlayer.com/mcp \
--header "Authorization: Bearer $PERCEPTLAYER_API_KEY"
Cursor: examples/cursor-mcp.json in ~/.cursor/mcp.json.
VS Code: examples/vscode-mcp.json in .vscode/mcp.json.
VS Code asks for the key once and stores it.
Claude Desktop and other stdio-only clients: examples/claude-desktop.json,
which bridges through mcp-remote.
Any other client that supports remote MCP servers needs the same URL and header. Browser-based MCP clients aren't supported yet.
What you can get
| Area | Sources |
|---|---|
| Real estate | 54 |
| Cars | 39 |
| Social (additional terms) | 39 |
| Marketplaces | 27 |
| Travel | 26 |
| Search | 26 |
| Jobs | 13 |
| Reviews | 9 |
| Apps | 8 |
| Web and SEO | 7 |
Full catalogue: perceptlayer.com/apis.
Pricing
- 1 credit per successful call. Failed calls (invalid parameters, no data, rate limits, source outages) cost nothing.
- Free: 1,000 credits a month, 1 request a second.
- Prepaid packs from $15 for 10,000 credits, down to $0.60 per 1,000 calls. No subscription; credits last 12 months.
Details: perceptlayer.com/pricing.
Limits
- Calls through MCP follow the API's rules: rate limits apply and restricted endpoints need the terms.
- Responses longer than 100,000 characters are cut short; use an endpoint's paging or limit parameters.
Links
- Docs: docs.perceptlayer.com/ai-agents
- REST API reference: docs.perceptlayer.com
- MCP Registry manifest:
server.json - Support: support@perceptlayer.com
The server itself is closed source; this repository holds its public listing, client configs and registry manifest under the MIT license.