Monocrawl is one API for public web data. Get profiles, posts, comments, transcripts, products, prices and reviews from 70+ platforms, including TikTok, Instagram, YouTube, X, Reddit, LinkedIn, Amazon and Google, with one API key and one response format.
Instead of building and maintaining a separate scraper for every site, you call one endpoint and get clean, structured JSON back. Every platform returns the same format, so your code stays the same when you add a new source.
Built for developers and AI agents:
• Call it from Python, JavaScript or any HTTP client
• Connect Claude, ChatGPT, Cursor and other AI tools through our MCP server
• Use it inside n8n workflows with the Monocrawl node
• Set up monitors to track a brand, topic or competitor and get new posts by email, Slack or webhook
Simple, predictable pricing: calls start at 1 credit, every response shows exactly what it cost, and failed calls are free. Start with 1,000 free credits every month, no card required, and upgrade to a monthly plan when you need more. Popular uses: social listening, influencer research, lead generation, competitor and price tracking, review analysis and feeding real-time data to AI agents.
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Maple is an open-source observability platform built natively on OpenTelemetry. It unifies distributed tracing, log management, metrics dashboards, error tracking, browser session replay, and alerting in a single interface. Logs correlate to traces automatically, a live service map surfaces bottlenecks, and an AI/MCP integration lets you query your telemetry in natural language. Flat per-GB pricing, no proprietary agents, and you can read the source.
FEATURES
• Unified Observability: Combines logs, metrics, traces, and error tracking into one simple dashboard.
• Automatic Correlation: Links your logs and traces together automatically so you can find problems faster.
• Service Mapping: Shows you a live map of your system to easily spot performance bottlenecks.
• AI Querying: Lets you ask questions about your data using plain natural language.
• Session Replay: Records browser sessions so you can see exactly what your users experienced.
• Open Standards: Uses OpenTelemetry instead of proprietary agents so you aren't locked in.
• Transparent Pricing: Charges a simple, flat rate based on data volume.
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Noveum helps engineering teams test, debug, and improve AI agents. Capture production traces, turn real interactions into evaluation datasets, and compare models and prompts on quality, latency, and cost. Python and TypeScript SDKs connect your application. Compatible AI clients can also work with traces, datasets, and evaluations through the hosted MCP server at https://noveum.ai/api/mcp using OAuth or a Bearer API key. Free and paid plans are available. Submitted by Shashank from Noveum.
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