kolmo-mcp-server

Unified content search

search_content

Read-onlyIdempotent

Search across all Kolmo content — services, projects, and blog posts — with a single keyword query. Returns ranked results grouped by type. Use this instead of calling list_services + list_projects + list_blog_posts separately.

Input Schema

TableJSON Schema

Name	Required	Description
`limit`	No	Max results per type (default 5)
`query`	Yes	Search keyword or phrase, e.g. "deck Seattle", "kitchen cost", "permit"
`types`	No	Content types to include (default: all three)

Output Schema

TableJSON Schema

Name	Required	Description
`hint`	No
`next`	No	Present only on a zero-result search.
`query`	Yes
`terms`	Yes	The query after tokenizing. Matching is per-term, not whole-string.
`results`	Yes
`totalFound`	Yes	Alias of resultCount, kept for existing callers.
`attribution`	Yes
`resultCount`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed5 schema fields changedOct 10, 2026
- removedInput schema / $schema
```
Removed value: -"http://json-schema.org/draft-07/schema#"
```
- removedOutput schema / $schema
```
Removed value: -"http://json-schema.org/draft-07/schema#"
```
- removedOutput schema / additionalProperties
```
Removed value: -true
```
- removedOutput schema / properties / attribution / additionalProperties
```
Removed value: -true
```
- removedOutput schema / properties / results / additionalProperties
```
Removed value: -true
```
Changed6 schema fields changedSep 3, 2026
- removedOutput schema / properties / attribution / properties / contractorLicense
```
Removed value: -{
-  "type": "string"
-}
```
- removedOutput schema / properties / attribution / properties / note
```
Removed value: -{
-  "type": "string"
-}
```
- removedOutput schema / properties / attribution / properties / organization
```
Removed value: -{
-  "type": "string"
-}
```
- removedOutput schema / properties / attribution / properties / retrievedFrom
```
Removed value: -{
-  "type": "string"
-}
```
- removedOutput schema / properties / attribution / properties / url
```
Removed value: -{
-  "type": "string"
-}
```
- changedOutput schema / properties / attribution / required
```
Previous value: -[
-  "organization",
-  "contractorLicense",
-  "url",
-  "sourceUrl",
-  "citeAs",
-  "retrievedFrom",
-  "note"
-]New value: +[
+  "sourceUrl",
+  "citeAs"
+]
```

Changed1 schema field changedAug 31, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": true,
+  "properties": {
+    "attribution": {
+      "additionalProperties": true,
+      "properties": {
+        "citeAs": {
+          "description": "Ready-made citation line. Use verbatim.",
+          "type": "string"
+        },
+        "contractorLicense": {
+          "type": "string"
+        },
+        "note": {
+          "type": "string"
+        },
+        "organization": {
+          "type": "string"
+        },
+        "primarySource": {
+          "description": "Present when Kolmo verified but does not author the fact — cite both.",
+          "type": "string"
+        },
+        "retrievedFrom": {
+          "type": "string"
+        },
+        "sourceUrl": {
+          "description": "The specific page these facts render on. Link this, not the site root.",
+          "type": "string"
+        },
+        "url": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "organization",
+        "contractorLicense",
+        "url",
+        "sourceUrl",
+        "citeAs",
+        "retrievedFrom",
+        "note"
+      ],
+      "type": "object"
+    },
+    "hint": {
+      "type": "string"
+    },
+    "next": {
+      "description": "Present only on a zero-result search.",
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "query": {
+      "type": "string"
+    },
+    "resultCount": {
+      "type": "number"
+    },
+    "results": {
+      "additionalProperties": true,
+      "properties": {
+        "blog": {},
+        "projects": {},
+        "services": {}
+      },
+      "type": "object"
+    },
+    "terms": {
+      "description": "The query after tokenizing. Matching is per-term, not whole-string.",
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "totalFound": {
+      "description": "Alias of resultCount, kept for existing callers.",
+      "type": "number"
+    }
+  },
+  "required": [
+    "query",
+    "terms",
+    "resultCount",
+    "totalFound",
+    "results",
+    "attribution"
+  ],
+  "type": "object"
+}

First observedApr 14, 2026

TDQS

Score is being calculated.

All kolmo-mcp-server tools Inspect

Try in Browser

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.