{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_86bczbb86cby","handle":"webscout-mcp","url":"https://wellknown.network/agents/webscout-mcp","links":{"self":"https://wellknown.network/agents/webscout-mcp/record.json","html":"https://wellknown.network/agents/webscout-mcp","markdown":"https://wellknown.network/agents/webscout-mcp/record.md","api":"https://wellknown.network/api/v1/agents/webscout-mcp","status":"https://wellknown.network/api/v1/agents/webscout-mcp/status","claim":"https://wellknown.network/agents/webscout-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/webscout-mcp/claim.json","badge":"https://wellknown.network/agents/webscout-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:webscout-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"webscout-mcp","summary":"AI-powered web intelligence platform: search, fetch, crawl, extract, understand, and monitor the web with built-in AI, vector search, browser automation, and alerting","description":"# webscout-mcp\n\n[![PyPI version](https://img.shields.io/pypi/v/webscout-mcp.svg)](https://pypi.org/project/webscout-mcp/)\n[![Python versions](https://img.shields.io/pypi/pyversions/webscout-mcp.svg)](https://pypi.org/project/webscout-mcp/)\n[![Tests](https://github.com/wxs-lang/webscout-mcp/actions/workflows/tests.yml/badge.svg)](https://github.com/wxs-lang/webscout-mcp/actions/workflows/tests.yml)\n[![Code Quality](https://github.com/wxs-lang/webscout-mcp/actions/workflows/quality.yml/badge.svg)](https://github.com/wxs-lang/webscout-mcp/actions/workflows/quality.yml)\n[![Documentation](https://github.com/wxs-lang/webscout-mcp/actions/workflows/docs.yml/badge.svg)](https://wxs-lang.github.io/webscout-mcp/)\n[![Docker Pulls](https://img.shields.io/docker/pulls/wxslang/webscout-mcp.svg)](https://hub.docker.com/r/wxslang/webscout-mcp)\n[![License](https://img.shields.io/github/license/wxs-lang/webscout-mcp.svg)](https://github.com/wxs-lang/webscout-mcp/blob/main/LICENSE)\n[![GitHub Stars](https://img.shields.io/github/stars/wxs-lang/webscout-mcp.svg)](https://github.com/wxs-lang/webscout-mcp/stargazers)\n[![GitHub Forks](https://img.shields.io/github/forks/wxs-lang/webscout-mcp.svg)](https://github.com/wxs-lang/webscout-mcp/network/members)\n[![GitHub Issues](https://img.shields.io/github/issues/wxs-lang/webscout-mcp.svg)](https://github.com/wxs-lang/webscout-mcp/issues)\n[![Last Commit](https://img.shields.io/github/last-commit/wxs-lang/webscout-mcp.svg)](https://github.com/wxs-lang/webscout-mcp/commits/main)\n[![Commit Activity](https://img.shields.io/github/commit-activity/m/wxs-lang/webscout-mcp.svg)](https://github.com/wxs-lang/webscout-mcp/commits/main)\n\nAI-powered web intelligence platform for AI agents. Search, fetch, crawl, extract, understand, and monitor the web — with built-in AI, vector search, browser automation, and alerting. Everything stays on your machine.\n\n> **🎯 Project Positioning**: webscout-mcp is primarily a **Web Search / Fetch MCP server with extensive…","publisher":{"name":"webscout-mcp contributors","url":null},"homepage":"https://github.com/wxs-lang/webscout-mcp#readme","repository":"https://github.com/wxs-lang/webscout-mcp/blob/main/CHANGELOG.md","version":"1.1.2","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","web-search","web-scraping","ai-agent","caching"],"pricing":null,"endpoints":[{"url":"pypi:webscout-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.web-search","name":"Web Search","confidence":1,"provenance":"declared"},{"slug":"data.web-scraping","name":"Web Scraping","confidence":1,"provenance":"declared"},{"slug":"infra.browser-automation","name":"Browser Automation","confidence":0.859,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["data","dev","infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"webscout-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:26.530Z","publishedAt":"2026-09-09T02:48:56.097409Z","latestVersion":"1.1.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"webscout-mcp","url":"https://pypi.org/project/webscout-mcp/","firstSeenAt":"2026-09-10T15:24:25.914Z","fetchedAt":"2026-09-10T15:24:25.914Z","normalizedAt":"2026-09-10T15:24:25.914Z"}]},"firstSeenAt":"2026-09-10T15:24:25.914Z","updatedAt":"2026-09-10T15:25:26.530Z"}