search_skills

Search Qumge's curated catalog of agent skills (SKILL.md files) by what the user wants to accomplish. Use this whenever the user asks for a skill, tool, or capability — e.g. 'find me a skill for social media automation', 'is there a skill for SEO audits'. Returns the best few, ranked by how useful they actually are (an LLM read each one), with a one-line summary and the exact slug to pass to get_skill.

Parameters4

query	string	optional	What the user wants to do, in their own words. e.g. 'automate posting to social media', 'extract tables from PDFs'. Omit it to browse the top-ranked skills instead.
category	string	optional	Optional. Narrow to one category. Call list_categories to see them.
offset	integer	optional	Skip this many results — for paging through a long list.
limit	integer	optional	How many to return. Default 5, max 10.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "What the user wants to do, in their own words. e.g. 'automate posting to social media', 'extract tables from PDFs'. Omit it to browse the top-ranked skills instead."
    },
    "category": {
      "type": "string",
      "description": "Optional. Narrow to one category. Call list_categories to see them.",
      "enum": [
        "automation-workflow",
        "api-integration",
        "ai-agent-dev",
        "design-frontend",
        "data-analytics",
        "code-review-debug",
        "content-writing",
        "code-write-refactor",
        "marketing-growth",
        "testing",
        "documentation",
        "devops-security",
        "database",
        "personal-productivity",
        "files-spreadsheets",
        "other"
      ]
    },
    "offset": {
      "type": "integer",
      "description": "Skip this many results — for paging through a long list.",
      "minimum": 0
    },
    "limit": {
      "type": "integer",
      "description": "How many to return. Default 5, max 10.",
      "minimum": 1,
      "maximum": 10
    }
  },
  "required": []
}

get_skill

Fetch the full SKILL.md content of one skill, by the slug returned from search_skills. Write the returned markdown to .claude/skills/<name>/SKILL.md (or the equivalent for the user's agent) and it is installed — no other step is needed.

Parameters1

slug

string

required

The skill's slug, e.g. 'AgriciDaniel/claude-seo/seo-google'. Comes from search_skills.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "description": "The skill's slug, e.g. 'AgriciDaniel/claude-seo/seo-google'. Comes from search_skills."
    }
  },
  "required": [
    "slug"
  ]
}

list_categories

List the skill categories and how many skills are in each. Useful when the user is browsing rather than looking for something specific.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {}
}

list_models

List the models this gateway can route to, best first. Every one is reachable with the same Qumge key — no per-vendor signup. Only tool-calling models are listed: an agent cannot use the others.

Parameters2

query	string	optional	Optional. Filter by name or vendor, e.g. 'claude', 'gemini'.
limit	integer	optional	How many to return. Default 20, max 60.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Optional. Filter by name or vendor, e.g. 'claude', 'gemini'."
    },
    "limit": {
      "type": "integer",
      "description": "How many to return. Default 20, max 60.",
      "minimum": 1,
      "maximum": 60
    }
  },
  "required": []
}

list_bundles

List Qumge's skill bundles. A bundle is a hand-picked set of skills that together get ONE job done — e.g. 'see what competitors are posting'. Use this when the user describes a goal rather than naming a tool, then call get_bundle to install the whole set in a single step.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {}
}

get_bundle

Fetch every SKILL.md in one bundle, in a single call. Write each returned skill to .claude/skills/<name>/SKILL.md (or the equivalent for the user's agent) and the whole set is installed — no other step is needed. Get the slug from list_bundles.

Parameters1

slug

string

required

The bundle slug from list_bundles, e.g. 'bundle:competitor-research'.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "description": "The bundle slug from list_bundles, e.g. 'bundle:competitor-research'."
    }
  },
  "required": [
    "slug"
  ]
}

Qumge Skills

com.qumge/skills — MCP Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

search_skills

get_skill

list_categories

list_models

list_bundles

get_bundle

Install

Remote endpoint