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web-researcher-mcp 是開源 MCP 伺服器，為 Claude、Cursor 等 MCP 用戶端加入網路搜尋、來源閱讀與可引用的研究流程，適合需要可查證來源、精選搜尋範圍與本機執行的使用者。
Perplexity 是一個位於 `perplexity.ai` 的網頁型產品網站，首頁與定價頁受安全驗證保護；可確認為瀏覽器存取，實際功能與方案細節未能從來源確認。
veridive is an AI answer engine that searches YouTube and the spoken web live, then returns cited answers pinned to the exact second in source videos. It also includes library analysis, content-generation tools, a Chrome extension, and MCP access for connected AI workflows.
BetScan 是免費的瀏覽器擴充功能，可在你存款前交叉比對授權狀態、Trustpilot、AskGamblers、Reddit 等公開訊號，檢查線上賭場安全性，支援 Chrome 與其他 Chromium 瀏覽器，並顯示 0–100 Trust Score 與來源證據。
Rodeo is an AI-powered video intelligence product that helps teams discover, organize, and create from existing video libraries. The website uses a sales-assisted request flow rather than self-serve pricing or checkout.
NewsCatcher Platform 是一款可從網路搜尋結果產生自訂新聞資料集並監控故事動態的網頁應用，協助建立可供分析與 AI 工作流程使用的結構化、具引用依據的紀錄。
Stella is a local-first semantic search app for macOS that helps you find files by meaning instead of filename. It indexes text-based documents on your machine and works offline without an account.
SpotACafe is a free, community-curated cafe finder with a live map, amenity filters, opening hours, reviews, and check-ins. It helps people find nearby cafes that fit work, errands, or a quick stop.
Wingbits AI lets users create AI agents that monitor aircraft, fleets, or regions and send automated alerts, reports, or analysis. It supports delivery to Slack, Teams, and inbox/email workflows, with a live map for exploring airspace context.
Rixx is an AI-native search workspace for cited answers, document analysis, charts, and reports. It helps researchers, analysts, founders, students, writers, and operators turn web and file-based research into reusable outputs.
A public database of artists who performed in Russia after February 24, 2022, with index views and artist pages that show concert history and counts. It helps readers research performers and make informed decisions about who they support.
GoldenRetriever is a macOS public beta for AI search across videos, audio, and documents in a local media library. It returns sourced answers with timestamps and uses the user's own Gemini API key for AI requests.
ExploreYC is a web-based tool for searching and analyzing Y Combinator’s portfolio of startups. It helps users discover YC-backed companies and review portfolio-wide context across countries and industries.
Oriane is an AI video intelligence platform that helps brands, agencies, and enterprise teams search video content across TikTok, Instagram, and YouTube. It supports content research, creator discovery, brand safety review, and campaign analysis from searchable video data.
VectorAI DB is Actian’s enterprise vector database for local-first AI search and retrieval. It supports RAG, semantic search, and AI deployments across edge, on-premises, hybrid, and cloud environments.
SNEWPapers is a web-based AI archive for searching historical American newspapers by meaning, not just keywords. It helps researchers explore millions of articles, build collections, and ask cited questions through the Sleuth assistant.
Peer 是一款網頁式健康研究工具，會搜尋醫學資料庫與可信出版來源，提供附引用、易懂的研究答案，並附證據分級與來源驗證，協助你查證健康問題的已發表研究。
AppearOnAI is an AI visibility analysis platform that helps teams understand how ChatGPT, Claude, Perplexity, and other AI systems describe and recommend their brand. It offers visibility tracking, recommendations, and plan options for startups, agencies, and enterprises.
TwelveLabs is a video intelligence platform and API for searching, analyzing, and understanding video with multimodal AI. It supports developers and enterprises with Marengo and Pegasus models, API-based workflows, and tiered pricing from Free to Enterprise.
StartupDirectory.io is a web-based startup directory for discovering startups, browsing categories, and comparing approved listings. It also includes curated alternatives guides for finding substitutes to familiar products.