
Up-to-date documentation for LLMs and AI code editors. A project by @upstash team
San Francisco
Joined April 2025
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- Followers8.8K
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New blog: Give Hermes Agent long-term memory with Upstash Redis π
β Store unlimited memories & full chat history
β Searches your memories on every message
β Share memory across multiple Hermes profiles
π upstash.com/blog/hermes-agenβ¦
Docs7 is our hosted documentation service
It watches your repositories and keeps your docs updated automatically
β Works with GitHub, GitLab & Bitbucket
β No manual updates needed
β 100% free to try π
We're making it the best place to host documentation for agents π
context7.com/docs7
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With Context7 Ask, you can see why AI agents are visiting your website
It's an endpoint you add to your site.
When an AI assistant needs information about your product, it can now ask your website instead of manually crawling through pages.
π context7.com/ask
Introducing Context7 Admin MCP! π
β Manage your Context7 account from any agent
β Update libraries, add versions, or check analytics
β See how people are using your library
Quick demo π
Installation takes about 2 seconds πcontext7.com/docs/howto/admiβ¦
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Context7 + Pi integration is live! π
Install in one command:
β Your agent gets up-to-date documentation
β Get working code examples from official docs
β 100% free for personal use! π
We're building Docs7, the most agent-friendly way to host your documentation.
When agents visit your docs, they'll tell you about what they were trying to find
For Upstash, an agent suggested suggested this π
We switched our web crawling infrastructure to @getcontextdev a few weeks ago.
Our crawls are now 2.4x faster (median) and they've been super helpful moving us over. π€
We're excited to keep making Context7 the best documentation platform for coding agents.
Context7 retweeted
With our new @Context7AI connector, your coding agents in Superconductor always have access to the most up-to-date documentation and code examples for software libraries and frameworks.
superconductor.com/integratiβ¦
Context7 retweeted
Docs7 now uses Pele to render mermaid diagrams
This is Pele, my new rendering library for diagrams and charts, compatible with the latest Mermaid syntax.
- 100-500Γ faster than mermaid.js
- 6Γ smaller bundle
- No dependencies
- Easy to theme
- Responsive to device width
In pursuit of making Obsidian insanely fast and cohesively designed, I always found the Mermaid library to be too big, too slow, and too hard to theme. Pele will be the new renderer in the next version of Obsidian, but you can start using it now.
Pele [ΛpΙlΙ] is named after the goddess of volcanoes and fire. It's open source under the MIT license. Try the playground!
Replying to @kgauravnm
GitHub MCP (official): repos, PRs, issues, Actions with toolsets and read-only mode. Core for any coding workflow.
Context7: fetches current, version-specific library docs and examples. Stops outdated or invented APIs. Minimal tools/tokens.
Playwright MCP (Microsoft): drives a real browser via accessibility tree for UI tests and page interaction.
Sentry MCP: pulls live errors and stack traces so the agent can debug production issues directly.
Linear MCP (or Atlassian): issues, projects, cycles. Closes the loop from ticket to PR without context switching.
Docs7 Example Check's are live.
It runs every TS, JS and Python example in your docs against the latest version of your code:
- broken examples get fixed and run again.
- all fixes land in one PR for you to review.
Try it below for free π
Context7 retweeted
Introducing the Docs7 Example Check agent
Every code block in your docs, tested every month
- Compiles and runs each example
- Runs with your env variables
- Opens a PR with the fix
Normal onboarding: you sign up, then build.
Upstash onboarding: your agent builds, then you sign up.
Agent gets a free Redis DB, no account. You claim it within 3 days.
curl -X POST upstash.com/start-redis
Context7 retweeted
Replying to @Context7AI
@Context7AI y'all have a blessed day
peak invention
might be the next best invention after the potato




















