webscout-mcp
Self-healing web access layer for AI Agents: search, fetch, extract, progressive content delivery, provider routing, recovery, browser fallback, caching, and observability over…
MCP server · by wxs-lang
About
webscout-mcp is an MCP server published by wxs-lang. Marketplaces we read that list it: 1 (PyPI (MCP servers)). The last change we recorded was on 2026-11-05. As of our marketplace pass on 2026-11-07.
Self-healing web access layer for AI Agents: search, fetch, extract, progressive content delivery, provider routing, recovery, browser fallback, caching, and observability over the Model Context Protocol (MCP). Optional Jev shadow evaluator and vector/AI/browser extras are available separately.
What it asks for
- Runs on your machine
None of the marketplaces we read publishes its tools or the settings it asks for.
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.
Package
PyPI webscout-mcp (webscout-mcp on PyPI)
- PyPI downloads/week: 287 (2026-11-03)
- PyPI downloads/month: 2 539 (2026-11-03)
- Latest version on PyPI: 2.4.0, published 2026-11-02
- Declared version 2.5.0 is not listed on PyPI
PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero.
Connect
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| PyPI (MCP servers) (Open on PyPI) | Listed | 2.5.0 | Downloads/month (PyPI): 2 539 Downloads/week (PyPI): 287 Forks (GitHub): 0 Stars (GitHub): 1 |
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
- PyPI (MCP servers): released version 2.5.0 (was 2.4.0)
- PyPI (MCP servers): released version 2.4.0 (was 2.2.0)
- PyPI (MCP servers): released version 2.2.0 (was 1.14.0)
- PyPI (MCP servers): released version 1.14.0 (was 1.11.0)
- PyPI (MCP servers): released version 1.11.0 (was 1.9.1)
- PyPI (MCP servers): released version 1.9.1 (was 1.9.0)
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.
-
mcp-webgate io.github.annibale-x/mcp-webgate
Web search that doesn't wreck your AI's memory.
-
One MCP server for all web data. Scrape, search, crawl, and AI research in one install.
-
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
-
mcp ai.foura/mcp
Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.
-
The action index for the web: real sites as callable, verified actions for AI agents.
-
Makes websites AI-agent-ready via MCP. Each property gets its own hosted MCP server.
-
WebMCP — Make Any Website Agent-Ready
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP server for AI agents.
-
playwritermcp-mcp com.clauxel.playwritermcp/playwritermcp-mcp
A paid remote MCP for AI agent browser MCP session, built to return verdicts, receipts, usage logs,
-
MCP bridge that folds multiple MCP servers' capabilities into a few fixed tools for AI tools.
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
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)
-
nodebench io.github.HomenShum/nodebench
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping.
-
Real-time security filter for MCP tool communications. Works as a Claude Code hook to inspect all data sent to and received from MCP servers. Detects prompt injection, API key…
-
Search, browse, and install MCP servers, agents, skills, prompts, and plugins from the conduitAI catalog — directly from Claude Code.
-
eu-ai-act-compliance-mcp io.github.CSOAI-ORG/eu-ai-act-compliance-mcp
Eu Ai Act Compliance MCP Server by MEOK AI Labs
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
Has a listing on Claude Code: claude-plugins-official (5)
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Connect Claude to a private MCP server through an Anthropic MCP tunnel. The /create-docker-mcp-tunnel command drives the Docker Compose quickstart end to end: certificates, proxy…
-
firebase-mcp io.github.firebase/firebase-mcp
Gives AI development tools Firebase-specific capabilities and expertise.
Has a listing on Claude: knowledge-work-plugins (5)
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Hosted MCP server for AI-assisted Grafana Cloud observability — no local installation required.
-
MCP server for terminal commands, file operations, and process management
-
Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…
-
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…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
Has a listing on Community GitHub marketplaces (5)
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
One system around coding agents to run, verify, recover, and hand off software work.
-
Gives AI agents the function they asked for, not the file. Commercial use needs a license.
-
Context Assurance for AI agents: context engineering, AI cost optimization, verification.
-
Search 8,600+ AI tools, MCP servers, and APIs via Not Human Search. Query the index, check agentic readiness scores, verify MCP endpoints, and submit new tools.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
-
Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
Has a listing on Cursor: cursor/plugins (5)
-
Let Grok Bot reach MCP servers on your private Tailscale network: connect your own tailnet, or your team's company tailnets turned on by a team admin, with each member using their…
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
-
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.
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
Iterative self-referential AI loops using the Ralph Wiggum technique.
Has a listing on Docker MCP Catalog (5)
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
Fetches a URL from the internet and extracts its contents as markdown.
-
Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
Has a listing on Official MCP Registry (5)
-
mcp-webgate io.github.annibale-x/mcp-webgate
Web search that doesn't wreck your AI's memory.
-
One MCP server for all web data. Scrape, search, crawl, and AI research in one install.
-
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
-
mcp ai.foura/mcp
Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.
-
The action index for the web: real sites as callable, verified actions for AI agents.
Has a listing on PyPI (MCP servers) (5)
-
wet io.github.n24q02m/wet
Open-source MCP server for AI agents: web search, content extraction, and library docs.
-
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
-
mcp-remlezrd
Model Context Protocol (MCP) server for AI agents
-
AI Agents Framework with Self Reflection and MCP support
-
Turn a legacy SOAP/WSDL, database, or REST API into a safe, typed, audit-logged MCP server
Has a listing on npm registry (MCP servers) (5)
-
@forkpoint/agent-lighthouse-mcp
Model Context Protocol (MCP) server that lets Claude, Cursor, and agentic IDEs audit website AI-agent readiness with Agent Lighthouse
-
Universal Browser Control Protocol & MCP Server for AI Agents and Developers
-
Web scraping, search, crawling, structured extraction and research for AI agents.
-
Zentria MCP server — public team API for AI assistants via Model Context Protocol
-
mcp com.dechonet/mcp
30 security tools for AI agents: phishing links, exposure maps, DNS, SSL, PQC, history, pivots.
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.
Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.