Perceptlayer
Live web data for AI agents: structured JSON from 248 websites through one API key.
MCP server · by perceptlayer.com
About
Perceptlayer is an MCP server published by perceptlayer.com. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-27 and have recorded no change since. As of our marketplace pass on 2026-11-05.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
Requires: Authorization header
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http web-data https://api.perceptlayer.com/mcp --header "Authorization: Bearer <YOUR_TOKEN>"[mcp_servers.web-data]
url = "https://api.perceptlayer.com/mcp"
http_headers = { "Authorization" = "Bearer <YOUR_TOKEN>" }{
"mcpServers": {
"web-data": {
"url": "https://api.perceptlayer.com/mcp",
"headers": {
"Authorization": "Bearer <YOUR_TOKEN>"
}
}
}
}Replace the values in angle brackets with your own. We show the names of the settings, never values.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.1.0 | No figure published | Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
- Became a product we track
- Official MCP Registry: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Web data for marketing agents: traffic, ads, social profiles, search, and any URL as markdown.
-
Web data extraction and browser workflows for AI assistants.
-
firecrawl com.mcparmory/firecrawl
Scrape, crawl, and extract structured data from websites at scale
-
No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale.
-
Live web search, scraping and crawling API for AI. Get structured, LLM-ready data from any site.
-
Web scraping, search, crawling, structured extraction and research for AI agents.
-
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
-
Web search, data extraction and controlled browser automation for AI assistants via OAuth.
-
Read, crawl and act on websites, signed in as the user, and turn any site into an API.
-
Prompt-injection scanning and safe webpage fetching for AI agents reading untrusted content.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Live web search, scraping and crawling API for AI. Get structured, LLM-ready data from any site.
-
Full Apify web scraping platform integration for Claude. Run Actors, manage datasets, key-value stores, schedules, webhooks, and tasks — all from within Claude. Includes 27 tools…
-
Stop wasting tokens on things free APIs can answer instantly. A cross-platform MCP server that turns public APIs into clean, agent-ready tools.
-
openwebninja-universal-scraper
Extract structured data from 35+ public web APIs using natural language. Covers local businesses, jobs, products, reviews, news, social profiles, real estate, and finance. Outputs…
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
Has a listing on Claude Code: claude-plugins-official (5)
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Web scraping skills for Claude Code powered by the Zyte API — scrape sites, generate and run Scrapy spiders, define extraction schemas, and ship to Scrapy Cloud.
Has a listing on Claude: knowledge-work-plugins (5)
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…
-
Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…
Has a listing on Community GitHub marketplaces (5)
-
Connect to 100+ popular APIs using natural language
-
AgentKey — one-stop live data marketplace for your agent: web search, web scraping, social media, finance, crypto, e-commerce, business data, weather/maps, and travel through a…
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
-
The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social…
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
See a live map of the Copilot agents on your computer, their sub-agents, their commands, and where their data goes.
-
Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.
-
Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
Has a listing on Cursor: cursor/plugins (5)
-
Browse and automate the web with TinyFish: run multi-step web automations, search the web, extract clean page content, and drive remote stealth browser sessions.
-
Analyze website traffic, audiences, and competitors.
-
Enrich people and companies, run AI research agents.
-
Search media and social mentions and pull analytics.
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
Has a listing on Docker MCP Catalog (5)
-
Apify is the world's largest marketplace of tools for web scraping, data extraction, and web automation. You can extract structured data from social media, e-commerce, search…
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
A Model Context Protocol server for Scrapezy that enables AI models to extract structured data from websites.
-
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI…
-
tavily-mcp io.github.tavily-ai/tavily-mcp
MCP server for advanced web search using Tavily
Has a listing on Official MCP Registry (5)
-
Web data for marketing agents: traffic, ads, social profiles, search, and any URL as markdown.
-
Web data extraction and browser workflows for AI assistants.
-
firecrawl com.mcparmory/firecrawl
Scrape, crawl, and extract structured data from websites at scale
-
No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale.
-
Live web search, scraping and crawling API for AI. Get structured, LLM-ready data from any site.
Has a listing on PyPI (MCP servers) (5)
-
firecrawl com.mcparmory/firecrawl
Scrape, crawl, and extract structured data from websites at scale
-
agentql com.mcparmory/agentql
Query webpages and extract structured data using natural language
-
oxylabs-mcp io.oxylabs/oxylabs-mcp
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
-
linkup com.mcparmory/linkup
Search the web and fetch pages with sourced results, optimized for AI agents
-
Find Actors in the Scrape.ly Store, run them, and read their datasets, key-value stores and logs.
Has a listing on npm registry (MCP servers) (5)
-
Live web search, scraping and crawling API for AI. Get structured, LLM-ready data from any site.
-
Web scraping, search, crawling, structured extraction and research for AI agents.
-
Scrape, crawl, batch-scrape, map, and search the web through the hosted pline.ai API.
-
mcp-server io.alterlab/mcp-server
Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
-
scrapeunblocker-mcp com.scrapeunblocker/scrapeunblocker-mcp
Fetch any web page's HTML or AI-parsed JSON, or run 100+ site plugins, via ScrapeUnblocker.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.