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Qumge: Agent Capabilities & Skills

by com.qumge
OverviewDiscussionsAdmin

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 Cap — 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.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoHow many to return. Default 5, max 10.
queryNoWhat 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.
offsetNoSkip this many results — for paging through a long list.
categoryNoOptional. Narrow to one category. Call list_categories to see them.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
resultsYes
has_moreNo
returnedNo
category_schemeYesWhich taxonomy the results' category values come from: "domain" for browse (no query), "fine" for a search.
searched_in_english_asNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedInput schema / properties / qumge_key
      Removed value: -{
-  "description": "Optional: your Qumge API key, for clients that cannot set an Authorization header. Takes precedence over the header. Never echoed back.",
-  "type": "string"
-}
  2. Changed3 schema fields changed
    • addedOutput schema / properties / category_scheme
      Added value: +{
+  "description": "Which taxonomy the results' category values come from: \"domain\" for browse (no query), \"fine\" for a search.",
+  "enum": [
+    "domain",
+    "fine"
+  ]
+}
    • addedOutput schema / properties / results / items / properties / category / description
      Added value: +"Category under the scheme named by category_scheme: a domain key when it is \"domain\", a fine category when it is \"fine\"; null when the entry has none."
    • changedOutput schema / required
      Previous value: -[
-  "results"
-]New value: +[
+  "results",
+  "category_scheme"
+]
  3. Changed3 schema fields changed
    • addedOutput schema / properties / results / items / properties / category
      Added value: +{
+  "type": [
+    "string",
+    "null"
+  ]
+}
    • addedOutput schema / properties / results / items / properties / vetted
      Added value: +{
+  "type": "boolean"
+}
    • changedOutput schema / properties / results / items / required
      Previous value: -[
-  "slug",
-  "name",
-  "summary"
-]New value: +[
+  "slug",
+  "name",
+  "summary",
+  "category",
+  "vetted"
+]
  4. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "properties": {
+    "has_more": {
+      "type": "boolean"
+    },
+    "limit": {
+      "type": "integer"
+    },
+    "offset": {
+      "type": "integer"
+    },
+    "results": {
+      "items": {
+        "properties": {
+          "first_party": {
+            "type": "boolean"
+          },
+          "name": {
+            "type": "string"
+          },
+          "needs": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "slug": {
+            "type": "string"
+          },
+          "source_url": {
+            "type": "string"
+          },
+          "stars": {
+            "type": "integer"
+          },
+          "summary": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "slug",
+          "name",
+          "summary"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "returned": {
+      "type": "integer"
+    },
+    "searched_in_english_as": {
+      "type": [
+        "string",
+        "null"
+      ]
+    }
+  },
+  "required": [
+    "results"
+  ],
+  "type": "object"
+}
  5. Changed1 schema field changed
    • addedInput schema / properties / qumge_key
      Added value: +{
+  "description": "Optional: your Qumge API key, for clients that cannot set an Authorization header. Takes precedence over the header. Never echoed back.",
+  "type": "string"
+}
  6. First observed

TDQS

Score is being calculated.

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