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AI Skill Directory MCP server

Which MCP servers are AI Skill Directory's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-29

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Whose server it is
  • Registry namecom.aiskilldir/directoryverified in the MCP registry

The registry name sits under aiskilldir.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-29
  • Stateanswerschecked 2026-10-29
  • Tools3
  • Server calls itselfai-skill-directory
  • Server version0.1.0
  • Protocol version2025-06-18

On 2026-10-29 the server answered initialize and tools/list without a sign-in. First answer in 103 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: browse skills for browser automation and data research; find MCP servers for connecting agents to github and notion; pull skills on demand through the directory's MCP server.
  • Checked on 4 of the 7 days it takes to judge reliability.

Once connected

  • For "browse skills for browser automation and data research", the likely first call is search_skills.
  • For "find MCP servers for connecting agents to github and notion", the likely first call is search_skills.
  • For "pull skills on demand through the directory's MCP server", the likely first call is search_skills.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 4, the first on 2026-10-29
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
  • What an agent can do with it3 of 3 use cases
  • Answeredmeasuring4 of the 7 daily checks it takes to print a share
  • Median first answer1260 ms
  • Space in an agent's context≈ 341 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • can do · browse skills for browser automation and data research
  • can do · find MCP servers for connecting agents to github and notion
  • can do · pull skills on demand through the directory's MCP server

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-29
  • search_skills

    Search the AI Skill Directory for agent skills, prompts, MCP servers and agent rules. Returns slugs to pass to get_skill.

  • get_skill

    Fetch the full content of a skill by slug (SKILL.md, prompt text or MCP config) so the agent can use or install it.

  • list_categories

    List all sections of the AI Skill Directory with their slugs.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "directory": {
      "type": "http",
      "url": "https://aiskilldir.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http aiskilldir https://aiskilldir.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://aiskilldir.com/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.