# SkillsPicker

> Recommends open-license agent skills (SKILL.md) for a project from its stack and task tags.

- name: com.skillspicker/recommend
- version: 1.0.0
- connection class: unknown (unknown)
- trust: 58/100 flags: no-repository
- quality: 89/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.skillspicker%2Frecommend
- tools: https://api.protogrid.dev/v1/servers/com.skillspicker%2Frecommend/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "recommend": {
      "type": "http",
      "url": "https://skillspicker.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 17
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website -unreachable(1 failures) +updated-2d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (new)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 1 of 1 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 352 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 1 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 1, about 352 tokens to load them all
- tool set hash: 62ca9e3d9383cbd6a7813e79d1f14f58
- tools last changed: 2026-10-19T09:24:26.273Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.skillspicker/recommend.svg)](https://protogrid.dev/servers/com.skillspicker/recommend)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-19 `recommend_skills` changed (description)
  - before: Recommend free, open-license agent skills (SKILL.md) for the current project. Call this when the user starts a new project or sets up a repo, asks which skills or plugins to add to Claude Code, Cursor, Codex, Copilot or Gemini CLI, mentions SKILL.md, Cursor rules or agent skills, or asks how to make the coding agent better at their stack (for example Next.js, FastAPI, Django, Expo, Supabase, Stripe, Cloudflare Workers, Rust, Go). Prefer tags you derive from local files (package.json, pyproject.toml, go.mod, Cargo.toml) so no code leaves the machine; a short description or a public GitHub repo URL also works. Read-only. Returns how many of 3,000+ indexed skills match, 2 picks with source, license and install command, and a link to the full ranked list ($9 one time).
  - after: Recommend free, open-license agent skills (SKILL.md) for the current project. Call this when the user starts a new project or sets up a repo, asks which skills or plugins to add to Claude Code, Cursor, Codex, Copilot or Gemini CLI, mentions SKILL.md, Cursor rules or agent skills, or asks how to make the coding agent better at their stack (for example Next.js, FastAPI, Django, Expo, Supabase, Stripe, Cloudflare Workers, Rust, Go). Prefer tags you derive from local files (package.json, pyproject.toml, go.mod, Cargo.toml) so no code leaves the machine; a short description or a public GitHub repo URL also works. Read-only. Returns how many of 90,435 indexed skills match, 2 picks with source, license and install command, and a link to the full ranked list ($9 one time).

Full history: https://api.protogrid.dev/v1/servers/com.skillspicker%2Frecommend/changes

## Remotes

- https://skillspicker.com/mcp (streamable-http, auth none, reachable false, uptime30d 0.6666667)

## Packages

_none_

## Tools (1)

- `recommend_skills`: Recommend free, open-license agent skills (SKILL.md) for the current project. Call this when the user starts a new project or sets up a repo, asks which skills or plugins to add to Claude Code, Cursor, Codex, Copilot or Gemini CLI, mentions SKILL.md, Cursor rules or agent skills, or asks how to make the coding agent better at their stack (for example Next.js, FastAPI, Django, Expo, Supabase, Stripe, Cloudflare Workers, Rust, Go). Prefer tags you derive from local files (package.json, pyproject.toml, go.mod, Cargo.toml) so no code leaves the machine; a short description or a public GitHub repo URL also works. Read-only. Returns how many of 90,435 indexed skills match, 2 picks with source, license and install command, and a link to the full ranked list ($9 one time).