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Documentation Index

Fetch the complete documentation index at: https://docs.membit.ai/llms.txt

Use this file to discover all available pages before exploring further.

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General

Membit is a Context-as-a-Service (CaaS) platform that gives your AI agents and analytics tools a direct line to what’s happening in the world right now. We provide a constantly updated knowledge base built from global social discussions, so your AI is always equipped with the freshest context.
Traditional social listening tools are built for marketing dashboards. Membit is built for AI. Instead of just raw data, we provide structured, high-signal “context” that AI agents can easily understand and use. This allows you to build applications that don’t just report on the “what,” but understand the “why” behind real-time events.
Membit is for anyone building with AI who needs access to real-time world context. It’s especially powerful for:
  • AI Developers & Agent Builders: Create smarter, more aware applications.
  • Financial Analysts: Spot market-moving trends and sentiment shifts as they emerge.
  • Media & Content Creators: Discover viral stories and generate timely content.
  • Brands & Marketers: Monitor brand health and gain competitive intelligence.
Yes! During our beta, Membit is free for both personal and business use. We provide a generous starting allocation of API credits, and you can request more anytime by joining our Discord community.

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For Data Hunters

The Membit Data Hunter program is a decentralized community that rewards you for helping build a real-time context layer for AI. Using our browser extension, you can gather public social data that makes AI models smarter and more aware of current events. In return for your contributions, you earn points and status.
We look for high-signal, timely, and publicly available content. Think breaking announcements, expert analysis, and emerging trends. The goal is to capture credible information that adds real value to a discussion and helps AI understand the world more accurately.
You earn points for every piece of valuable data you contribute. Our system rewards you for both the quality of the information and for being early to spot a trend. Points can be redeemed for perks like API credits, and top contributors get recognized on our global leaderboard.
Your contributions go through our automated pipeline where AI validates each post, filters out noise, and groups related content into “discussion clusters.” This structured context is then made available to developers, who use it to build smarter, context-aware AI applications.
Your privacy is a core principle. The extension only processes publicly available data. It does not access private messages, personal profiles, or paywalled content. You participate as a pseudonymous contributor, and we do not sell personal user data.
Install the Chrome extension and browse the web as you normally would. To maximize your rewards, focus on your areas of expertise. Your unique knowledge helps you spot high-signal content that others might miss, increasing the value of your contribution to the network.
This might happen if our system detects unusual activity on your account. For example, sending fake posts directly to the Membit API could temporarily pause point accumulation. If you believe this was a mistake, please reach out to our support team or email us at membit@bandprotocol.com so we can assist you.

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For Developers & API Users

We offer several ways to access our data to fit your workflow. You can use our straightforward RESTful API, connect to our MCP server for real-time streams, or use our official client libraries for Python and TypeScript.
The API provides access to structured “discussion clusters.” These are collections of related social media posts, articles, and other content centered around a specific topic or event. Your AI agents can search for these clusters using natural language and then dive into the underlying content to understand what real people are saying and how conversations are evolving.
Our data is updated continuously. Our global network of Data Hunters contributes new content 24/7, and we run our clustering and analysis pipeline every hour. This ensures the context you provide to your AI is always fresh and relevant.
During our beta, every user starts with 500 API credits and receives an additional 100 credits each day. Credits are used to pay for API calls, with different endpoints having different costs based on their complexity. This system ensures you only pay for the value you receive.
Your usage is primarily governed by your available API credits rather than a traditional requests-per-second rate limit. As long as you have credits, you can make calls. If you have high-volume needs, please reach out to us on Discord to discuss a custom plan.
Membit is designed to integrate seamlessly into your existing stack. We have guides and examples for popular frameworks, including:No-Code AI Agents:Python Agents:Typescript Agents:
Absolutely. We understand that some applications have unique data requirements. If you need a custom data pipeline or access to specific sources not currently in our network, please reach out on Discord to discuss your needs with our team.