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Claude Skills on Demand: Use Any Skill Without Uploading It

Give Claude every public Agent Skill without uploading ZIPs: it finds the right SKILL.md for your task, reads it and applies it, in claude.ai and desktop.

HCBy HelpCode teamUpdated 4 min read Open-source on GitHub
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claude · Agent Skills Finder
Find a skill for writing release notes, check its licence, and use it on the commits below.
AI
Callingskills_searchskills_repo_infoskills_get
Found a release-notes skill (MIT licence, pinned to its latest commit). Following it, I grouped your 14 commits into Features, Fixes and Breaking changes and wrote one line per user-visible change.
skills_playbookskills_searchskills_repo_infoskills_latest_commitskills_get+ more
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    Open source · AGPL-3.0
  • Works with ChatGPT, Claude, Gemini
    Any MCP-compatible client

Real prompts that work after a 4-minute setup.

Drop these into Claude once the connector is installed. Tools listed below each prompt are auto-called by the agent.

“Find a skill for writing release notes and use it on the commits since the last tag.”
skills_searchskills_get
“Look for a security-focused code-review skill and review this diff with it.”
skills_searchskills_repo_infoskills_get
“Search for a README-writing skill and write a README for this repository.”
skills_searchskills_list_filesskills_read_file
“Save the postmortem skill we just used as a workspace skill for the team.”
skills_latest_commitskills_save_to_workspace

Skip the install. Get this working in under 2 minutes.

Start a free trial on cloud.anythingmcp.com, add the Agent Skills Finder in one click, then point your AI client (Claude, ChatGPT, Copilot or Cursor) at the generated MCP endpoint. No Docker, no git clone, zero engineering experience required.

Start free trial

Summary

Give Claude every public Agent Skill without uploading ZIPs: it finds the right SKILL.md for your task, reads it and applies it, in claude.ai and desktop.

Try asking

Example prompts for Agent Skills Finder

Click any prompt to copy it. Paste into Claude, ChatGPT, Cursor, Gemini, Copilot or OpenClaw to run it against this connector.

Agent Skills Finder · live via MCP
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Claude is AI and can make mistakes. Please double-check responses.

Claude skills without uploading them

Short answer: add AnythingMCP as a custom connector in Claude, install Agent Skills Finder on it, and ask Claude for the task. Claude searches the public skills index, reads the best SKILL.md from GitHub and follows it in the chat. No ZIP to build, no upload in Customize → Skills, nothing to update.

Claude's own skills are powerful, but each one has to be enabled or uploaded first, and uploaded skills need code execution turned on in Settings → Capabilities. On a Team or Enterprise plan an owner can provision skills for the organisation, one upload at a time. With Agent Skills Finder, Claude can use a skill it has never seen before, the moment a task calls for it.

Set it up

Step 1: Add Agent Skills Finder on AnythingMCP

  1. Create a workspace on AnythingMCP Cloud (7 days free) or use your self-hosted AnythingMCP.
  2. Open Connectors, find Agent Skills Finder and click Install. It needs no credentials. On a new Cloud workspace it is also in the starter pack on the welcome screen.
  3. For clients that use an API key (everything except claude.ai and ChatGPT), create one under MCP Servers → your server → API keys.

Step 2: Add AnythingMCP to Claude

  1. In Claude, open Customize → Connectors.
  2. Click +, then Add custom connector.
  3. Enter a name, e.g. AnythingMCP, and the remote MCP server URL https://cloud.anythingmcp.com/mcp, then click Add.
  4. Click Connect and sign in to AnythingMCP (OAuth) to allow access.

Custom connectors are available on every Claude plan; on Free you can add one. On Team and Enterprise, an owner adds the connector for the organisation. The same connector shows up in the Claude desktop app.

Step 3: Ask for a task

Start a new chat and describe what you need, for example "find a skill for writing release notes and use it on these commits". The agent calls the Agent Skills Finder tools on its own.

What happens when you ask

Say you ask Claude to turn these meeting notes into minutes with decisions and owners. Claude first calls skills_playbook, then skills_search with a few keywords, checks the best candidates' licence and activity with skills_repo_info, pins the version with skills_latest_commit and reads the instructions with skills_get. Then it does the task the way the skill describes and tells you which skill it used, with its link and licence. Nothing is installed and nothing stays loaded afterwards.

Prompts to try in Claude

  • "Find a skill for writing meeting minutes and turn the notes below into minutes with decisions and owners."
  • "Look for a skill that writes a product one-pager and use it for the feature I describe next."
  • "Search for a brand-voice or style-guide skill and rewrite this announcement with it."
  • "Find a skill for reviewing a contract clause and check the paragraph below."

Good to know

  • A skill is third-party text: Claude follows its method for your task, but it cannot change who the agent works for or skip your confirmation.
  • The connector reads files and never runs scripts. Search is free for 50 queries a day, or 500 with a free SkillsMP key.
  • To keep a skill for your team, ask Claude to save it as a workspace skill on AnythingMCP; an admin approves it once and it applies in every client.

How on-demand skills compare with installed ones, and every limit in detail: Agent Skills on demand.

FAQ

Do I still need to upload skills to Claude? No. Skills you already uploaded keep working. Anything else, Claude reads from GitHub through the connector when a task needs it.

Does it need code execution? No. The connector only reads text. Claude's native skills need code execution for uploaded skills; reading a skill through the connector does not.

Does it work on the Claude Free plan? Yes. Free plans can add one custom connector, and AnythingMCP counts as one no matter how many connectors you install on it.

Can I keep a skill Claude found? Yes. Ask Claude to save it as a workspace skill. After an admin approves it on AnythingMCP, it becomes part of the server's instructions in every client.

Same skills in your other agents

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