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Agent Skills Search Server

  • 23.6k repo stars
  • Updated July 10, 2026
  • agentskills/agentskills

Agent Skills Search Server is an MCP server that lets a coding agent search and discover agent skills from the skills.sh registry.

About

Agent Skills Search Server is a remote MCP server that lets a coding agent search and discover agent skills from the skills.sh registry without leaving the session. A developer connects it over HTTP and asks the agent to list and evaluate skills for Claude Code, Cursor, or other clients, getting registry-backed names and descriptions instead of browsing manually. It surfaces what exists so you can shortlist candidates, and does not install skills for you.

  • Search and discovery over the skills.sh Agent Skills registry from inside your agent
  • Remote HTTP MCP server, one-command add to Claude Code
  • Surfaces skill names and descriptions; does not install skills for you

Agent Skills Search Server by the numbers

  • Data as of Jul 28, 2026 (Skillselion catalog sync)
terminal
claude mcp add --transport http skills-search https://skills-sh.run.mcp.com.ai/mcp

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repo stars23.6k
TransportHTTP
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Last updatedJuly 10, 2026
Repositoryagentskills/agentskills

Which agent skills exist for my coding agent, and how do I find them without manual browsing?

A developer uses it inside a coding agent to search the skills.sh registry and shortlist candidate agent skills without leaving the session.

Who is it for?

Developers comparing community agent skills for Claude Code, Cursor, or similar clients who want registry-backed results.

Skip if: Installing or running skills; it only surfaces what exists so you still use your own install flow.

What you get

A shortlist of candidate agent skills with registry names and descriptions surfaced inside the agent.

  • Registry search results for Agent Skills
  • Shortlists of skill names/descriptions to install manually
  • Faster tooling research inside the agent session

By the numbers

  • Backed by HAPI MCP (OpenAPI-in, MCP-tools-out)
  • Indexes the public skills.sh Agent Skills registry
At a glance

Agent Skills Search Server capabilities & compatibility

Free remote HTTP endpoint; no API key required in the install command.

Capabilities
skill search · skill discovery · registry lookup
Works with
anthropic
Use cases
research · web search
Runs
Remote server
Pricing
Free
From the docs

What Agent Skills Search Server says it does

Agent Skills are a lightweight, open format for extending AI agent capabilities with specialized knowledge and workflows.
README.md
a skill is a folder containing a `SKILL.md` file. This file includes metadata (`name` and `description`, at minimum) and
README.md
README.md

Agent Skills

Discord

A standardized way to give AI agents new capabilities and expertise.

What are Agent Skills?

Agent Skills are a lightweight, open format for extending AI agent capabilities with specialized knowledge and workflows.

At its core, a skill is a folder containing a SKILL.md file. This file includes metadata (name and description, at minimum) and instructions that tell an agent how to perform a specific task. Skills can also bundle scripts, reference materials, templates, and other resources.

my-skill/
├── SKILL.md          # Required: metadata + instructions
├── scripts/          # Optional: executable code
├── references/       # Optional: documentation
├── assets/           # Optional: templates, resources
└── ...               # Any additional files or directories

Why Agent Skills?

Agents are increasingly capable, but often don't have the context they need to do real work reliably. Skills solve this by packaging procedural knowledge and company-, team-, and user-specific context into portable, version-controlled folders that agents load on demand. This gives agents:

  • Domain expertise: Capture specialized knowledge — from legal review processes to data analysis pipelines to presentation formatting — as reusable instructions and resources.
  • Repeatable workflows: Turn multi-step tasks into consistent, auditable procedures.
  • Cross-product reuse: Build a skill once and use it across any skills-compatible agent.

How do Agent Skills work?

Agents load skills through progressive disclosure, in three stages:

  1. Discovery: At startup, agents load only the name and description of each available skill, just enough to know when it might be relevant.

  2. Activation: When a task matches a skill's description, the agent reads the full SKILL.md instructions into context.

  3. Execution: The agent follows the instructions, optionally executing bundled code or loading referenced files as needed.

Full instructions load only when a task calls for them, so agents can keep many skills on hand with only a small context footprint.

Where can I use Agent Skills?

Agent Skills are supported by a large number of AI tools and agentic clients — see the Client Showcase to explore some of them!

Getting started

Open development

The Agent Skills format was originally developed by Anthropic, released as an open standard, and has been adopted by a growing number of agent products. The standard is open to contributions from the broader ecosystem — see CONTRIBUTING.md for how to get involved.

License

Code in this repository is licensed under Apache 2.0. Documentation is licensed under CC-BY-4.0. See individual directories for details.

Recommended MCP Servers

How it compares

Registry search MCP integration, not a bundled SKILL.md workflow skill.

FAQ

What does this MCP server do?

It exposes search and discovery over the skills.sh Agent Skills registry so your coding agent can list and evaluate skills in-session.

Does it install skills?

No. It surfaces what exists so you can shortlist candidates; you install them through your normal flow.

How is it deployed?

It is a remote HTTP MCP server you add with a single claude mcp add command.

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