Comparison
claude-plugins-official vs QA-Pilot
Verdict
Pick claude-plugins-official if a curated set of official plugins to extend Claude's coding capabilities managed by Anthropic themselves; pick QA-Pilot if qA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte.
Markdown twin · claude-plugins-official alternatives · QA-Pilot alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | claude-plugins-official | QA-Pilot |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4w · github_public_v1 | Slowing (348d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- claude-plugins-official
- Official directory of high quality Claude Code Plugins by Anthropic
- QA-Pilot
- Interactive chat project for GitHub code repository navigation
Stars
- claude-plugins-official
- 33k
- QA-Pilot
- 326
Forks
- claude-plugins-official
- 3.7k
- QA-Pilot
- 41
Open issues
- claude-plugins-official
- 845
- QA-Pilot
- 8
Language
- claude-plugins-official
- Python
- QA-Pilot
- Svelte
Adopt for
- claude-plugins-official
- A curated set of official plugins to extend Claude's coding capabilities managed by Anthropic themselves.
- QA-Pilot
- QA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte.
Persona
- claude-plugins-official
- -
- QA-Pilot
- -
Runtime
- claude-plugins-official
- -
- QA-Pilot
- -
License
- claude-plugins-official
- Licensed under Apache-2.0, allowing free use, modification, and distribution as long as attribution is given to Anthropic.
- QA-Pilot
- The Apache-2.0 license allows use in both open-source and commercial contexts while requiring attribution.
Last pushed
- claude-plugins-official
- Jul 26, 2026
- QA-Pilot
- Aug 24, 2025
Categories
- claude-plugins-official
- Developer Tools, LLM Frameworks
- QA-Pilot
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- claude-plugins-official
- Very active (96%)
- QA-Pilot
- Slowing (36%)
Days since push
- claude-plugins-official
- 0d
- QA-Pilot
- 348d
Open issues (now)
- claude-plugins-official
- 845
- QA-Pilot
- 8
Owner type
- claude-plugins-official
- Organization
- QA-Pilot
- User
OSV dependency advisories
- claude-plugins-official
- No lockfile (source not queried)
- QA-Pilot
- Published findings
Full report
- claude-plugins-official
- Trust report
- QA-Pilot
- Trust report
Choose claude-plugins-official if…
- claude-plugins-official is primarily Python; QA-Pilot is Svelte.
- Tags unique to claude-plugins-official: claude-code, mcp, skills.
- When you seek plugins that have been rigorously vetted for quality and reliability directly by the creators of Claude, as it ensures integration that meets Anthropic's standards.
When NOT to use claude-plugins-official
- If your project requires experimental or cutting-edge functionalities not yet available in Anthropic-approved plugins, as this collection might lag behind more diverse and community-driven platforms.
- In situations where you need a broader ecosystem support for customization beyond what the official set provides, since it exclusively contains officially endorsed plugins.
Choose QA-Pilot if…
- QA-Pilot is primarily Svelte; claude-plugins-official is Python.
- Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance..
- Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance..
- Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain.
- Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories.
When NOT to use QA-Pilot
- Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively.
- QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (anthropics/claude-plugins-official) · observed Jul 26, 2026
- GitHub forks (anthropics/claude-plugins-official) · observed Jul 26, 2026
- Last push (anthropics/claude-plugins-official) · observed Jul 26, 2026
- License file (Apache-2.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reid41/QA-Pilot) · observed Aug 7, 2026
- GitHub forks (reid41/QA-Pilot) · observed Aug 7, 2026
- Last push (reid41/QA-Pilot) · observed Aug 24, 2025
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: claude-plugins-official 33k · QA-Pilot 326 (synced Jul 26, 2026).
Common questions
- What is the difference between claude-plugins-official and QA-Pilot?
- claude-plugins-official: Official directory of high quality Claude Code Plugins by Anthropic. QA-Pilot: Interactive chat project for GitHub code repository navigation. See the comparison table for live GitHub stats and shared categories.
- When should I choose claude-plugins-official over QA-Pilot?
- Choose claude-plugins-official over QA-Pilot when claude-plugins-official is primarily Python; QA-Pilot is Svelte; Tags unique to claude-plugins-official: claude-code, mcp, skills; When you seek plugins that have been rigorously vetted for quality and reliability directly by the creators of Claude, as it ensures integration that meets Anthropic's standards.
- When should I choose QA-Pilot over claude-plugins-official?
- Choose QA-Pilot over claude-plugins-official when QA-Pilot is primarily Svelte; claude-plugins-official is Python; Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance.; Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance.; Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain; Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories.
- When should I avoid claude-plugins-official?
- If your project requires experimental or cutting-edge functionalities not yet available in Anthropic-approved plugins, as this collection might lag behind more diverse and community-driven platforms. In situations where you need a broader ecosystem support for customization beyond what the official set provides, since it exclusively contains officially endorsed plugins.
- When should I avoid QA-Pilot?
- Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively. QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses.
- Is claude-plugins-official or QA-Pilot more popular on GitHub?
- claude-plugins-official has more GitHub stars (32,668 vs 326). Stars measure visibility, not whether either tool fits your constraints.
- Are claude-plugins-official and QA-Pilot open source?
- Yes - both are open-source projects on GitHub (claude-plugins-official: Apache-2.0, QA-Pilot: Apache-2.0).
- Where can I find alternatives to claude-plugins-official or QA-Pilot?
- GraphCanon lists graph-backed alternatives at claude-plugins-official alternatives and QA-Pilot alternatives (claude-plugins-official markdown twin, QA-Pilot markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, claude-plugins-official or QA-Pilot?
- claude-plugins-official: Very active. QA-Pilot: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for claude-plugins-official and QA-Pilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: claude-plugins-official trust report; QA-Pilot trust report.