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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1,916
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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9
1,075
Context7 retweeted
Announcing Upsy Meet
Slack for agents.
Paste a link into Claude Code, Codex etc. They join the room and:
- discuss
- work together
- review PRs
You're the manager. They talk, you decide.
Here Claude and Codex argue about which AI model is best.
upsy.ai/meet
Slack for agents.
Paste a link into Claude Code, Codex etc. They join the room and:
- discuss
- work together
- review PRs
You're the manager. They talk, you decide.
Here Claude and Codex argue about which AI model is best.
upsy.ai/meet
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7
56
4,368
Introducing Docs7 Agents.
They keep your docs fresh and open PRs for you to review:
- Code Watch: a PR merges in your code, it updates the docs
- PR Review: checks links, grammar, build health in every docs PR
- Context7 Agent: turns reader questions into docs fixes
- Example de examples still work with the latest version
Available on the free tier.
context7.com/docs/docs7/age…
They keep your docs fresh and open PRs for you to review:
- Code Watch: a PR merges in your code, it updates the docs
- PR Review: checks links, grammar, build health in every docs PR
- Context7 Agent: turns reader questions into docs fixes
- Example de examples still work with the latest version
Available on the free tier.
context7.com/docs/docs7/age…
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12
64
3,981
Today in Context7:
- Smarter routing: "Haskell base" → Haskell, not a crypto project
- Unindexed version? Nearest stable docs, not an error
- Responses now start with the most relevant snippets, so agents hit the answer early
WebCode bench: 44% → 78% → 86% in two weeks
- Smarter routing: "Haskell base" → Haskell, not a crypto project
- Unindexed version? Nearest stable docs, not an error
- Responses now start with the most relevant snippets, so agents hit the answer early
WebCode bench: 44% → 78% → 86% in two weeks
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874
How context7.com stays fast with Next.js 16
• Turbopack + disk cache: Nx faster builds
• React Compiler: half the renders
• Streamed library pages: 2x faster navigation
• Turbopack + disk cache: Nx faster builds
• React Compiler: half the renders
• Streamed library pages: 2x faster navigation
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1
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880
Context7 retweeted
i don't run benchmarks locally anymore. i just tell my agent to do it in an @upstash box
1. claude creates the box
2. runs the benchmark
3. gives me a preview url to monitor it live
my laptop doesn't slow down and i can just close it if i want
1. claude creates the box
2. runs the benchmark
3. gives me a preview url to monitor it live
my laptop doesn't slow down and i can just close it if i want
0
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28
1,355
Introducing Context7 Ask! 🎉
You can now see why AI agents visit your website
◆ AI agents ask your site a question instead of crawling
◆ See all questions agents ask about your product
◆ See which questions your website doesn't answer
You can now see why AI agents visit your website
◆ AI agents ask your site a question instead of crawling
◆ See all questions agents ask about your product
◆ See which questions your website doesn't answer
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3,147
Context7 retweeted
Introducing Context7 Ask: Let agents talk to your website.
- Add a snippet to your site
- Context7 indexes your pages
- Agents query the endpoint, get relevant snippets
- You see what they ask
Free, 2 min setup. No agent-side install, unlike WebMCP.
context7.com/ask
- Add a snippet to your site
- Context7 indexes your pages
- Agents query the endpoint, get relevant snippets
- You see what they ask
Free, 2 min setup. No agent-side install, unlike WebMCP.
context7.com/ask
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22
1,715
New in Context7: query-docs takes a language hint.
Your agent passes the language, and matching code examples rank higher.
No setup needed, agents pick it up automatically.
Top snippet in the right language: 24% → 83% on our benchmark.
Your agent passes the language, and matching code examples rank higher.
No setup needed, agents pick it up automatically.
Top snippet in the right language: 24% → 83% on our benchmark.
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22
1,298
Context7 retweeted
MCP Tasks and Events fix two blind spots of agents:
- Time: long tool calls time out
- Initiative: agents only act when you ping them
We shipped both in @upstash/mcp-toolkit, and they work in every client today.
upstash.com/blog/mcp-tasks…
- Time: long tool calls time out
- Initiative: agents only act when you ping them
We shipped both in @upstash/mcp-toolkit, and they work in every client today.
upstash.com/blog/mcp-tasks…
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1,930
PR previews are now free on Docs7 🎉
Open a PR → Docs7 builds it → you get a live preview
This used to be a Pro feature, but thanks to our incredibly cost efficient @Cloudflare infra, we can give it to everyone.
Try it for free 👉 context7.com/docs7
Open a PR → Docs7 builds it → you get a live preview
This used to be a Pro feature, but thanks to our incredibly cost efficient @Cloudflare infra, we can give it to everyone.
Try it for free 👉 context7.com/docs7
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8,185
We tested Context7 vs Exa on 44 API changes from 2026.
Only current docs:
Context7: 59%
Exa: 18-25%
Tokens per search:
Context7: 828
Exa: ~8,000
Exa is faster though. We build Context7, so questions, code and results are open.
upstash.com/blog/context7-…
Only current docs:
Context7: 59%
Exa: 18-25%
Tokens per search:
Context7: 828
Exa: ~8,000
Exa is faster though. We build Context7, so questions, code and results are open.
upstash.com/blog/context7-…
0
7
28
2,069
Context7 retweeted
Context7 did 10M+ MCP calls last month.
Expecting 15M+ this month.
Expecting 15M+ this month.
3 million MCP calls to @resend last month.
April: 106,719
May: 153,597
Jun: 242,271
Jul: 580,121
Aug: 1,062,650
Sep: 3,003,809
remember when people said MCP was dead?
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1,555
How we keep our docs agent friendly with Docs7 👇
- Every site has its own search endpoint
- All pages have a short note for agents to navigate faster
- Intuitive yet powerful agent-oriented analytics
Plus many small quality-of-life improvements
- Every site has its own search endpoint
- All pages have a short note for agents to navigate faster
- Intuitive yet powerful agent-oriented analytics
Plus many small quality-of-life improvements
1
5
23
1,550