context7-mcp
Skill2 starsChanged 14 days agoNo licenceView on GitHub
Fetch library and API docs with Context7 when Grounded Docs is unavailable or insufficient, or the user explicitly requests Context7.
31 other projects use a version of this, 27 of them edited.
Adopted by
Most recently taken up by
- dmoreq/agent-grimoiretheir own version, first seen Nov 8, 2026
- tspugh/curie-coding-blockchain-appedited, first seen Nov 8, 2026
- myths-labs/museedited, first seen Nov 6, 2026
- meyverick/agenticedited, first seen Nov 1, 2026
- arthjean/skillsedited, first seen Nov 1, 2026
- dvasyliev/claude-code-tip-calculatoredited, first seen Nov 1, 2026
Used with
Projects with it also use find-docs, improve-codebase-architecture and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
aaronbrethorstSkillfind-docs
Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service -- even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training data may not reflect recent API changes or version updates.
Also in 3 projects that use this
GoogleSkillimprove-codebase-architecture
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Also in 6 projects that use this
GoogleSkilldiagnosing-bugs
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
Also in 4 projects that use this
OpenAISkillwriting-plans
Use when you have a spec or requirements for a multi-step task, before touching code
Also in 4 projects that use this
VercelSkillweb-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
Also in 4 projects that use this
MicrosoftSkillcaveman
Ultra-compressed response style that reduces output token count while preserving technical accuracy, with intensity levels and auto-clarity safety rules
Also in 4 projects that use this
- +3 more from google
Other versions31 projects use a version of this.
Word for word · 0
None found.
Edited · 27
- upstash/context7★ 64k47% same
- rtadewald/skills★ 27250% same
- myths-labs/muse★ 3876% same
- glrodasz/dotfiles★ 2014% same
- julianromli/faiz-skills★ 1650% same
- Samin12/skills★ 876% same
- dvasyliev/claude-code-tip-calculator★ 547% same
- Marvellbrazil/my-agentic-skills★ 450% same
- adrienlupo/Claude-code-config★ 356% same
- arthjean/skills★ 376% same
17 more not listed
Wrote their own version · 4
- apenlor/opencode-expert-mode★ 4same name
- BhavinM/my-claude-setup★ 0same name
- dmoreq/agent-grimoire★ 0same name
- ivannikov-pro/ai-agent-kit★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository77 other files it gives its agents.
- accessibilitySkill
- accounting-syncSkill
- adaptive-model-routingSkill
- alert-investigatorSkill
- best-practicesSkill
- challengeSkill
- chef-custom-resourcesSkill
- cli-designSkill
- code-quality-reviewSkill
- core-web-vitalsSkill
- doc-coauthoringSkill
- explainSkill
- failing-deploymentsSkill
- find-skillsSkill
- fish-shellSkill
- frontend-designSkill
- gh-address-commentsSkill
- github-composite-actionsSkill
- github-prSkill
- golang-code-styleSkill
- golang-design-patternsSkill
- golang-patternsSkill
- google-material-designSkill
- go-optimizerSkill
- grillingSkill
- grill-meSkill
- hard-newsSkill
- appkit-swiftui-bridgeSkill
- app-plannerSkill
- architecture-patternsSkill
- coding-best-practicesSkill
- macos-capabilitiesSkill
- macos-tahoe-apisSkill
- macos-developmentSkill
- swiftdata-architectureSkill
- ui-review-tahoeSkill
- medtracker-rustSkill
- migrateSkill
- modernizeSkill
- offboardSkill
- openspec-apply-changeSkill
- openspec-archive-changeSkill
- openspec-exploreSkill
- openspec-proposeSkill
- openspec-sync-specsSkill
- openspec-update-changeSkill
- pdfSkill
- performanceSkill
- plain-technical-writingSkill
- playwright-cliSkill
- prior-artSkill
- progress-reportSkill
- retroSkill
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- rubySkill
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- rust-testingSkill
- security-maintenanceSkill
- security-reviewerSkill
- skill-creatorSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 2 are common, 1 is distinctive, and 2 are very specific to this project.
2
Common
Most of the 31 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 31 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

