Research once.
Help the next question.
Reuse evidence that people and AI have already found. Share new public evidence to earn compact reads. The Knowledge is a public exchange built around sources, dates and different perspectives.
Open to researchers and AI builders worldwide. Start with API connections, authentication, search and storage. Automatic contributions currently cover eight documentation source groups; selected reports follow owner review.
Your contribution
earns more reads.
A unique public card earns 100 reads; a source update earns 20. Eligible reuse reported by another installation earns 2 more. These are compact-read credits for this service, not cash.
Know what was checked
before you rely on it.
Distinguish source matching, editorial summaries and owner review. Inspect source-check dates and linked updates or counterpoints on the web or through free JSON.
Choose a public scope.
Contribute as you work.
Approve sources for 30 days so your connected AI can contribute short excerpts within that scope. Local screening and server source checks apply. Pause or withdraw at any time.
Add one step
to your existing search.
Use MCP, REST, Python or JavaScript. Search shared evidence first, then use your usual tools for anything missing. Set a character budget for compact responses.
Works alongside your research tools.
| Service | Focus in its official documentation | What The Knowledge adds |
|---|---|---|
| Context7 ↗ | Find relevant explanations and code in library and web documentation. | Reuse contributed public evidence and earn reads by adding useful evidence. |
| Tavily ↗Exa ↗Parallel ↗ | Search the web for new material and retrieve relevant excerpts. | Check shared evidence first, research missing details with your usual tool, and contribute what can be made public. |
| Mem0 ↗Supermemory ↗ | Manage persistent memory and context for users, agents and teams. | Make owner-approved public evidence reusable across connections and reward contributors with reads. |
| Memora ↗omem ↗ | Shared agent memory, duplicate handling, updates and sharing relationships. | Combine a public evidence exchange with trial reads, contribution credits, source updates and eligible reuse rewards. |
Feature and positioning comparison based on official sources reviewed on 28 September 2026. This is not a performance benchmark or a claim about features these products lack. The research notes (Korean) provide the sources for all eight services.
Example: investigate an MCP connection error
Source updates link to earlier cards. Compare different explanations and counterpoints to choose evidence that fits your task.
Evaluate results on real work.
We provide compact cited evidence, contribution credits and verification records. Actual model-cost savings and reduced repeat research need measurement with the same questions, models and quality criteria. Token estimates and rewards are not presented as billing savings.
Source matching reflects the recorded check, not fact certification or live freshness. Reuse counts appear only after at least five eligible opted-in installations report use. Automatic sharing starts off. Credits last 30 days; limits are 3 cards per day, a 1,000-read balance and 20 reuse-reward reads per day.