Part 2: Mini Me in a @docker.com sbx micro-VM, with mm sbxinit and one sbx env run.
The best bit: the agent uses your #Context7 API key but can't read it. It only sees a decoy, the sbx proxy swaps in the real key on the way out.
mini-me.org/p/20261108-m...
#sbx #LocalModels
The best bit: the agent uses your #Context7 API key but can't read it. It only sees a decoy, the sbx proxy swaps in the real key on the way out.
mini-me.org/p/20261108-m...
#sbx #LocalModels
Let's protect Mini Me, part 2: `mm sbxinit`
Run Mini Me in a Docker sbx micro-VM with mm sbxinit: an isolated sandbox, network policies, and secrets injected by the proxy so the agent never sees them.
mini-me.org
November 8, 2026 at 11:46 AM
Part 2: Mini Me in a @docker.com sbx micro-VM, with mm sbxinit and one sbx env run.
The best bit: the agent uses your #Context7 API key but can't read it. It only sees a decoy, the sbx proxy swaps in the real key on the way out.
mini-me.org/p/20261108-m...
#sbx #LocalModels
The best bit: the agent uses your #Context7 API key but can't read it. It only sees a decoy, the sbx proxy swaps in the real key on the way out.
mini-me.org/p/20261108-m...
#sbx #LocalModels
🚀 Шукаєте найкращі MCP-сервери для щоденної розробки?
огляд топ-10 рішень (GitHub, Git, Filesystem, Context7, Playwright та інші) з детальним розбором усіх плюсиків, мінусів та реальних ризиків безпеки.
Читайте повну статтю тут: webscraft.org/blog/naykras...
огляд топ-10 рішень (GitHub, Git, Filesystem, Context7, Playwright та інші) з детальним розбором усіх плюсиків, мінусів та реальних ризиків безпеки.
Читайте повну статтю тут: webscraft.org/blog/naykras...
Best MCP Servers 2026 Top 10 for Developers
Top 10 MCP servers for GitHub developer, Context7, Playwright, Brave Search, and more. Who each is suitable for, cons, access rights, and which servers are already archiv
webscraft.org
November 5, 2026 at 1:49 PM
🚀 Шукаєте найкращі MCP-сервери для щоденної розробки?
огляд топ-10 рішень (GitHub, Git, Filesystem, Context7, Playwright та інші) з детальним розбором усіх плюсиків, мінусів та реальних ризиків безпеки.
Читайте повну статтю тут: webscraft.org/blog/naykras...
огляд топ-10 рішень (GitHub, Git, Filesystem, Context7, Playwright та інші) з детальним розбором усіх плюсиків, мінусів та реальних ризиків безпеки.
Читайте повну статтю тут: webscraft.org/blog/naykras...
now at 32 providers, 3,546 searchable chunks. doc updates reach your MCP server within a day, no update/reinstall needed
nutmeg.withqwerty.com/football-docs
nutmeg.withqwerty.com/football-docs
football-docs v0.17.7: football data docs for AI coding agents
Like Context7 for football data. Searchable docs for 32 football data providers and tools, and the papers behind the methods, for any MCP client. 17 tools, 3,546 searchable chunks.
nutmeg.withqwerty.com
November 3, 2026 at 3:53 PM
now at 32 providers, 3,546 searchable chunks. doc updates reach your MCP server within a day, no update/reinstall needed
nutmeg.withqwerty.com/football-docs
nutmeg.withqwerty.com/football-docs
Platforma Context7 -- aktuální dokumentace pro AI agenty
GitHub - upstash/context7: Context7 Platform -- Up-to-date docs for AI agents
Context7 Platform -- Up-to-date docs for AI agents - upstash/context7
github.com
October 26, 2026 at 7:54 PM
Platforma Context7 -- aktuální dokumentace pro AI agenty
We started 10 MCP servers in Docker on 25 Oct and recorded the tools each one lists.
excel 46, chrome-devtools 32, playwright 25, desktop-commander 25, codebase-memory 17, everything 16, git 12, memory 9, context7 2, fetch 1. #MCP
excel 46, chrome-devtools 32, playwright 25, desktop-commander 25, codebase-memory 17, everything 16, git 12, memory 9, context7 2, fetch 1. #MCP
October 28, 2026 at 8:38 AM
We started 10 MCP servers in Docker on 25 Oct and recorded the tools each one lists.
excel 46, chrome-devtools 32, playwright 25, desktop-commander 25, codebase-memory 17, everything 16, git 12, memory 9, context7 2, fetch 1. #MCP
excel 46, chrome-devtools 32, playwright 25, desktop-commander 25, codebase-memory 17, everything 16, git 12, memory 9, context7 2, fetch 1. #MCP
One day, one feature, day 6: Mini Me speaks MCP.
A few lines of YAML and a 4B local model (Qwen3.5) queries Wikipedia, then Context7 to explain how to connect to Redis in Rust from the official docs, not its training corpus.
mini-me.org/p/20261027-m...
#LocalModels #MCP
A few lines of YAML and a 4B local model (Qwen3.5) queries Wikipedia, then Context7 to explain how to connect to Redis in Rust from the official docs, not its training corpus.
mini-me.org/p/20261027-m...
#LocalModels #MCP
One day, one feature: Connect Mini Me to the world with MCP
Give a Mini Me agent MCP superpowers with a few lines of YAML: query Wikipedia, then add Context7 so a small local model can search up-to-date library docs.
mini-me.org
October 27, 2026 at 6:05 AM
One day, one feature, day 6: Mini Me speaks MCP.
A few lines of YAML and a 4B local model (Qwen3.5) queries Wikipedia, then Context7 to explain how to connect to Redis in Rust from the official docs, not its training corpus.
mini-me.org/p/20261027-m...
#LocalModels #MCP
A few lines of YAML and a 4B local model (Qwen3.5) queries Wikipedia, then Context7 to explain how to connect to Redis in Rust from the official docs, not its training corpus.
mini-me.org/p/20261027-m...
#LocalModels #MCP
AI駆動開発の品質を4段階で守る — Taiga・Context7・Ponytail・The Agencyの役割分担
https://santaclaus1206.hatenablog.com/entry/2026/10/20/090000
https://santaclaus1206.hatenablog.com/entry/2026/10/20/090000
October 20, 2026 at 1:00 AM
AI駆動開発の品質を4段階で守る — Taiga・Context7・Ponytail・The Agencyの役割分担
https://santaclaus1206.hatenablog.com/entry/2026/10/20/090000
https://santaclaus1206.hatenablog.com/entry/2026/10/20/090000
New free tool: MCP Config Builder & Validator. Pick servers, get a ready .mcp.json / Claude Desktop / Cursor config, or paste yours to catch npx without -y, leaked tokens, relative paths. Runs in your browser. https://store.frankfor.you/tools/mcp-config-builder.html
Free MCP Config Builder & Validator (Claude Code, Claude Desktop, Cursor)
Free MCP config builder and validator. Pick MCP servers (filesystem, GitHub, Postgres, Playwright, Context7 and more) and generate .mcp.json for Claude Code, claude_desktop_config.json for Claude Desktop or .cursor/mcp.json for Cursor. Paste an existing config to check it. Runs in your browser.
store.frankfor.you
October 21, 2026 at 3:04 PM
New free tool: MCP Config Builder & Validator. Pick servers, get a ready .mcp.json / Claude Desktop / Cursor config, or paste yours to catch npx without -y, leaked tokens, relative paths. Runs in your browser. https://store.frankfor.you/tools/mcp-config-builder.html
MCP servers: Web Search and Browsing, every one checked: brave-search, communicate-docs, context7, duckduckgo, exa. Which do you use? https://brethof.ai/awesome/mcp-servers/ #MCP
October 19, 2026 at 7:01 PM
MCP servers: Web Search and Browsing, every one checked: brave-search, communicate-docs, context7, duckduckgo, exa. Which do you use? https://brethof.ai/awesome/mcp-servers/ #MCP
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
October 13, 2026 at 10:02 PM
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
RT @enesakar: we have webmcp on both context7 and upstash sites. it rarely gets any requests. great idea, but clients need to support it first.
October 11, 2026 at 5:00 AM
RT @enesakar: we have webmcp on both context7 and upstash sites. it rarely gets any requests. great idea, but clients need to support it first.
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
October 10, 2026 at 3:20 PM
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
#571839 context7-mcp: 4.1.1 -> 4.2.0
#571833 python3Packages.pydantic-ai-slim: 2.52.0 -> 2.54.0
#571831 grav_2: 2.2.3 -> 2.2.5
#571820 keybase: remove redundant strictDeps, actually enable structuredAttrs
#571819 treewide: remove explicit strictDeps from buildGoModule packages
#571833 python3Packages.pydantic-ai-slim: 2.52.0 -> 2.54.0
#571831 grav_2: 2.2.3 -> 2.2.5
#571820 keybase: remove redundant strictDeps, actually enable structuredAttrs
#571819 treewide: remove explicit strictDeps from buildGoModule packages
October 9, 2026 at 12:05 AM
#571839 context7-mcp: 4.1.1 -> 4.2.0
#571833 python3Packages.pydantic-ai-slim: 2.52.0 -> 2.54.0
#571831 grav_2: 2.2.3 -> 2.2.5
#571820 keybase: remove redundant strictDeps, actually enable structuredAttrs
#571819 treewide: remove explicit strictDeps from buildGoModule packages
#571833 python3Packages.pydantic-ai-slim: 2.52.0 -> 2.54.0
#571831 grav_2: 2.2.3 -> 2.2.5
#571820 keybase: remove redundant strictDeps, actually enable structuredAttrs
#571819 treewide: remove explicit strictDeps from buildGoModule packages
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
October 7, 2026 at 3:30 PM
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Hard agree with this. I've gutted basically my entire harness setup. I keep context7 and RTK. That's about it.
a weird inversion with LLMs is the models improve faster than the tinkerers
when i see people with custom workflows and setups they're all addressing problems that don't exist anymore
the person naively using vanilla codex is more likely to be experiencing state of the art
when i see people with custom workflows and setups they're all addressing problems that don't exist anymore
the person naively using vanilla codex is more likely to be experiencing state of the art
October 6, 2026 at 7:47 PM
Hard agree with this. I've gutted basically my entire harness setup. I keep context7 and RTK. That's about it.
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
October 4, 2026 at 10:39 AM
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
what should we add next? found a mistake? issues and PRs welcome
github.com/withqwerty/football-docs
github.com/withqwerty/football-docs
GitHub - withqwerty/football-docs: Searchable football data provider documentation for AI coding agents. Like Context7 for football data.
Searchable football data provider documentation for AI coding agents. Like Context7 for football data. - withqwerty/football-docs
github.com
October 2, 2026 at 11:59 AM
what should we add next? found a mistake? issues and PRs welcome
github.com/withqwerty/football-docs
github.com/withqwerty/football-docs
Open source. Uses x402 micropayments with USDC on Base. Integrates with Claude Code, Context7, Exa, Firecrawl and Wolfram Alpha. Full details on the listing. www.everydev.ai/tools/tenjin
Tenjin - AI Tool Router for Claude Code | EveryDev.ai
Tenjin is a tool router for coding agents, built by BackTrackCo and currently in alpha. It installs once via npm and integrates with Claude Code to…
www.everydev.ai
October 2, 2026 at 12:19 PM
Open source. Uses x402 micropayments with USDC on Base. Integrates with Claude Code, Context7, Exa, Firecrawl and Wolfram Alpha. Full details on the listing. www.everydev.ai/tools/tenjin
someone should do context7.com but w/ atproto docs... #StandardSite, etc?
Context7 - Up-to-date documentation for LLMs and AI code editors
Pull up-to-date, version-specific documentation and code examples for any library directly into Cursor, Claude Code, Codex, Devin Desktop, Antigravity and other AI coding tools.
context7.com
October 1, 2026 at 5:55 PM
someone should do context7.com but w/ atproto docs... #StandardSite, etc?
been wiring Cursor / Claude Code with more MCP lately
found upstash/context7 — current lib docs into the agent so it stops guessing stale APIs
anyone using this with agents?
https://github.com/upstash/context7
#AIAgents #MCP #Cursor
found upstash/context7 — current lib docs into the agent so it stops guessing stale APIs
anyone using this with agents?
https://github.com/upstash/context7
#AIAgents #MCP #Cursor
GitHub - upstash/context7: Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors - upstash/context7
github.com
September 30, 2026 at 3:01 PM
been wiring Cursor / Claude Code with more MCP lately
found upstash/context7 — current lib docs into the agent so it stops guessing stale APIs
anyone using this with agents?
https://github.com/upstash/context7
#AIAgents #MCP #Cursor
found upstash/context7 — current lib docs into the agent so it stops guessing stale APIs
anyone using this with agents?
https://github.com/upstash/context7
#AIAgents #MCP #Cursor
Good list of MCP (Model Context Protocol) tools for stretching Claude's context window: serena, context7, claude-context. We'll install these plus Claude Code on your box. www.threads.com/@charliehill...
September 30, 2026 at 4:42 PM
Good list of MCP (Model Context Protocol) tools for stretching Claude's context window: serena, context7, claude-context. We'll install these plus Claude Code on your box. www.threads.com/@charliehill...
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
September 28, 2026 at 11:57 PM
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts.
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%.
Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent
#RAG #
Само собой. + context7 для всяких тонких моментов
September 27, 2026 at 9:39 PM
Само собой. + context7 для всяких тонких моментов
Just a reminder that I built github.com/Michael-Obel... with tmcp.io for getting documentation from any site. Docs at dsharkd.svelte-apps.me
Trust me it's easier and more reliable than using something like context7 (if you still use those)
Trust me it's easier and more reliable than using something like context7 (if you still use those)
GitHub - Michael-Obele/docshark: DocShark is a powerful MCP server buit with TMCP, designed to scrape, index, and search any documentation website. It creates a local, highly-searchable knowledge base...
DocShark is a powerful MCP server buit with TMCP, designed to scrape, index, and search any documentation website. It creates a local, highly-searchable knowledge base from public documentation pag...
github.com
September 25, 2026 at 7:49 AM
Just a reminder that I built github.com/Michael-Obel... with tmcp.io for getting documentation from any site. Docs at dsharkd.svelte-apps.me
Trust me it's easier and more reliable than using something like context7 (if you still use those)
Trust me it's easier and more reliable than using something like context7 (if you still use those)