Ext Ops Panel
Open dashboard

mcp-skill-search

A "ToolSearch for skills" — searches your SKILL.md files by keyword, exact name, or required-term filter so the model can fetch full skill descriptions on demand. Mirrors Claude…

Plugin bundle · by PettHa

About

mcp-skill-search is a plugin bundle for AI coding tools published by PettHa. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.

In its own words, on Claude Code: claude-plugins-community:

A "ToolSearch for skills" — searches your SKILL.md files by keyword, exact name, or required-term filter so the model can fetch full skill descriptions on demand. Mirrors Claude Code's internal ToolSearch scoring algorithm 1:1, but for skills instead of MCP tools. Pairs with two bundled slash-commands: /optimize-skill-context sets SLASH_COMMAND_TOOL_CHAR_BUDGET=1 to free Claude Code's ~1% skill-description budget (forcing names-only mode), and /restore-skill-descriptions reverses it. Slash-commands keep working; descriptions are fetched on demand via skill_search when relevant. Repo-aware: skills under the current git-root's .claude/skills/ get a +5 score boost over same-named skills from other repos, so search ranking respects which project you're working in.

What it asks for

  • Installs as a plugin bundle

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Check its listing on Claude Code: claude-plugins-community

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Claude Code: claude-plugins-community (Open the source on GitHub) Listed 1.0.0 Forks (GitHub): 0
Stars (GitHub): 1
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What the bundle contains

As published on Claude Code: claude-plugins-community.

Skills: 2

  • optimize-skill-context
  • restore-skill-descriptions

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • sync-my-skills

    Sync and manage your custom Claude Code skills across multiple machines using a private GitHub repository. Push, pull, list, and unlink skills with simple commands — supports both…

    by kunsanglee · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Sigistry Plugin & Skill Catalog

    Search verified Claude Code plugins and skills; fetch portable SKILL.md sources. Read-only.

    by sigistry.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • spm

    MCP server for the SPM skills registry. Search for AI agent skills by keyword, browse categories, get detailed skill info, and generate skill templates — all from within Claude…

    by skillpkg · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • skillkit

    Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills

    by furkan708 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AI Skill Store

    Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

    by garasegae · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • skill-seekers

    Transform 17 source types into AI-ready skills and RAG knowledge. Ingest documentation sites, GitHub repos, PDFs, Jupyter notebooks, videos, Word docs, EPUBs, OpenAPI specs…

    by yusufkaraaslan · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • cto-toolkit

    Complete CTO & Staff Engineer toolkit: 24 skills covering code review, architecture, DevOps, security, testing, and engineering management

    by camilooscargbaptista · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • ai-skills-library

    20 reusable AI skills for Claude Code covering engineering, career, thinking, and creative workflows.

    by bob798 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • skill-picker

    Compare AI coding skills head-to-head to find which one works best for your task. Run controlled A/B tests: same model (Claude Code), same tasks, different skills. Each candidate…

    by qhuang20 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • skill-doctor

    Audits, diagnoses, and upgrades your Claude Code skills and agents

    by amaljithkuttamath · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • sync-my-skills

    Sync and manage your custom Claude Code skills across multiple machines using a private GitHub repository. Push, pull, list, and unlink skills with simple commands — supports both…

    by kunsanglee · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • spm

    MCP server for the SPM skills registry. Search for AI agent skills by keyword, browse categories, get detailed skill info, and generate skill templates — all from within Claude…

    by skillpkg · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • skill-seekers

    Transform 17 source types into AI-ready skills and RAG knowledge. Ingest documentation sites, GitHub repos, PDFs, Jupyter notebooks, videos, Word docs, EPUBs, OpenAPI specs…

    by yusufkaraaslan · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • cto-toolkit

    Complete CTO & Staff Engineer toolkit: 24 skills covering code review, architecture, DevOps, security, testing, and engineering management

    by camilooscargbaptista · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • ai-skills-library

    20 reusable AI skills for Claude Code covering engineering, career, thinking, and creative workflows.

    by bob798 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • skill-creator

    Create new skills, improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to…

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • mattpocock-skills

    Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modelling and more. Plug-and-play, not vibe coding.

    by mattpocock · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • sourcegraph

    Code search and understanding across codebases. Search, read, and trace references across repositories; analyze refactor impact; investigate incidents via commit and diff search…

    by sourcegraph-community · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-code-setup

    Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Engineering

    Streamline engineering workflows — standups, code review, architecture decisions, incident response, and technical documentation. Works with your existing tools or standalone.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • buildkite

    Official Buildkite skills for Claude Code, Cursor, and other AI coding agents — pipelines, migration, preflight, agent runtime, CLI, and API

    by buildkite · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    by datarobot-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Superpowers

    An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.

    by Jesse Vincent · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • CodeRabbit

    AI-powered code review in Codex, powered by CodeRabbit.

    by CodeRabbit AI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • appwrite

    Appwrite tools for Claude Code, including SDK skills, Appwrite MCP servers, and deployment commands.

    by appwrite · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Endor Labs Agent Kit

    Endor Labs workflow agents and setup for Claude Code.

    by Endor Labs · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • buildkite

    Official Buildkite skills for Claude Code, Cursor, and other AI coding agents — pipelines, migration, preflight, agent runtime, CLI, and API

    by buildkite · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • rokha

    The Rokha MCP server plus the first-party skills: find a capability, run it, keep the trace.

    by Rokha · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • sourcery-agent

    Sourcery security findings for AI coding agents: triage and minimal-change remediation via the public Sourcery API (12 MCP tools + skills).

    by abyssbugg · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • gh-skills-builder

    Design, build, review, and publish GitHub Skills-style exercises with one coordinating agent and five Agent Skills for learner journeys, workflow-backed validation, and release…

    by arilivigni · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • awesome-copilot

    Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • whatidid

    Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • copilot-goal-skill

    Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector…

    by gsemet · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • ai-ready

    Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates…

    by johnpapa · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • fabric-skills

    Complete bundle: all Microsoft Skills for Fabric for developers and consumers.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Origin Apps

    Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Advisor

    Consult a stronger model before major decisions, when stuck, and before declaring done.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • pstack

    if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.

    by Lauren Tan · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Teaching

    Skill mapping, practice plans, and learning retrospectives.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Sequa.AI

    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

    by sequa-ai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Ref - Up-To-Date Docs

    Ref powerful search tool connets your coding tools with documentation context. It includes an up-to-date index of public documentation and it can ingest your private documentation…

    by ref-tools · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • GitMCP

    Tools for interacting with Git repositories.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Atlas Docs

    Provide LLMs hosted, clean markdown documentation of libraries and frameworks.

    by CartographAI · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • GitHub

    Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

    by github · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Sigistry Plugin & Skill Catalog

    Search verified Claude Code plugins and skills; fetch portable SKILL.md sources. Read-only.

    by sigistry.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • skillkit

    Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills

    by furkan708 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AI Skill Store

    Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

    by garasegae · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • getskills io.github.Sidsaladi9/getskills

    Search and install 3,000+ AI skills from getskillsai.org into Claude Code, Cursor, ChatGPT.

    by Sidsaladi9 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agent Skills Search Server

    Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.

    by mcp.com.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built