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/integrations/c…
superconductor.com/integrations/c…
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Coding agents are already reading your docs.
Claim your library on Context7 to:
→ control what they read
→ see which agents and MCP clients use it
→ find doc gaps from real developer questions
→ get the verified badge
Free for every maintainer.
Claim your library on Context7 to:
→ control what they read
→ see which agents and MCP clients use it
→ find doc gaps from real developer questions
→ get the verified badge
Free for every maintainer.
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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.
- 100-500× faster than mermaid.js
- 6× smaller bundle
- No dependencies
- Easy to theme
- Responsive to device width
In pursuit of making Obsidian insanely fast and 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 [ˈpɛlɛ] is named after the goddess of volcanoes and fire. It's open source under the MIT license. Try the playground!
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Context7 retweeted
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 Stops outdated or invented APIs.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.
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 Stops outdated or invented APIs.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.
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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 👇
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 👇
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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
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
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Context7 retweeted
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
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
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Context7 retweeted
@Context7AI y'all have a blessed day
peak invention
might be the next best invention after the potato
peak invention
might be the next best invention after the potato
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Context7 retweeted
Context7 is one of the greatest developer tools of all time in my opinion
Kinda obvious that agents need to search documentation but Upstash saw this before anyone else and did it extremely well off the bat
Kinda obvious that agents need to search documentation but Upstash saw this before anyone else and did it extremely well off the bat
Big news: Context.dev now helps power Context7
Millions of crawling requests every other day, keeping developer doc context fresh for AI agents around the world
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Context7 retweeted
more perf improvements 🏎️
should be super noticeable the next time you run it
should be super noticeable the next time you run it
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We ran Exa's own coding search benchmark (WebCode) on Context7 Search.
Same accuracy as Exa 3.0: 85.7% vs 86.2%
~1/5 the tokens: 1,050 vs 5,000
~1/3 the wrong answers: 2.3% vs 7.3%
upstash.com/blog/context7-…
Same accuracy as Exa 3.0: 85.7% vs 86.2%
~1/5 the tokens: 1,050 vs 5,000
~1/3 the wrong answers: 2.3% vs 7.3%
upstash.com/blog/context7-…
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Context7 Search: Exa for code.
Ask a question in plain English, get the right snippets from official docs. One GET request.
Drop it into your agent as a tool. Free plan = 1,000 searches/month.
Try it, no key needed:
Ask a question in plain English, get the right snippets from official docs. One GET request.
Drop it into your agent as a tool. Free plan = 1,000 searches/month.
Try it, no key needed:
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Versioned docs now work for websites, not just repos.
Context7 detects versions on docs sites automatically and indexes each one. Your agent can query the exact version you’re on via MCP.
Context7 detects versions on docs sites automatically and indexes each one. Your agent can query the exact version you’re on via MCP.
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Context7 retweeted
Agents can access version specific docs for thousands of new libraries in @Context7AI 🎉
- Automatically detects the version from a URL
- Finds the parent website and adds the version to it
- Returns the versions in the MCP server
- Automatically detects the version from a URL
- Finds the parent website and adds the version to it
- Returns the versions in the MCP server
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Let agents search your docs with a single /ask endpoint
- No API key needed
- Returns the exact answers from docs
- Agents use it by themselves
- Built-in o11y
Agents find the answer in a single call instead of fetching page after page to answer the same question
- No API key needed
- Returns the exact answers from docs
- Agents use it by themselves
- Built-in o11y
Agents find the answer in a single call instead of fetching page after page to answer the same question
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Docs7 PR Review agent can now commit fixes, not just comment.
Here it catches a broken link and a typo in a docs PR, pushes the fix to the branch, and the PR merges.
Here it catches a broken link and a typo in a docs PR, pushes the fix to the branch, and the PR merges.
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Context7 retweeted
What is an MCP Task?
Normally a slow MCP tool blocks the agent until it finishes.
With Tasks:
1. The tool returns a task id right away
2. The agent keeps working
3. The agent checks the task until it's done
Claude Code supports it now.
How it works + how to add it to your CaGxltfa2
Normally a slow MCP tool blocks the agent until it finishes.
With Tasks:
1. The tool returns a task id right away
2. The agent keeps working
3. The agent checks the task until it's done
Claude Code supports it now.
How it works + how to add it to your CaGxltfa2
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Reactive Resume (44K ⭐) uses Docs7 agents.
A real dev asked Context7 how cover letters become PDFs. The docs answered badly.
Context7 Agent opened a PR to fix the docs. @KingOKings merged it.
A real dev asked Context7 how cover letters become PDFs. The docs answered badly.
Context7 Agent opened a PR to fix the docs. @KingOKings merged it.
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