hunchful

Profile & CV: update your person's own

update_my_cv

Idempotent

Change the person's own Profile & CV, only the fields you pass. A list you pass replaces that list, so read my_cv first and keep each entry's id. Saved at once; 20 a day. Never who sees it, an ID number, phone, e-mail or address.

Input Schema

Name	Required	Description
`city`	No	City only — never a street address or postcode.
`about`	No
`links`	No
`model`	No	Refused: only the person picks which parts of their model show.
`handle`	No	Refused: only the person picks their @username.
`region`	No
`skills`	No	The first five are the top skills on the public page.
`headline`	No
`education`	No
`indexable`	No	Refused: only the person lets search engines in.
`languages`	No
`experience`	No
`showAvatar`	No	Refused: only the person shows their photo.
`visibility`	No	Refused: only the person picks who sees the profile.

Schema Changelog

Changes observed during successful MCP inspections.

Changed7 schema fields changedNov 5, 2026

removedInput schema / $schema

Removed value: -"http://json-schema.org/draft-07/schema#"

removedInput schema / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / education / items / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / experience / items / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / languages / items / additionalProperties
```
Removed value: -false
```
removedInput schema / properties / links / items / additionalProperties
```
Removed value: -false
```

changedOutput schema / (root)

Previous value: -{
-  "$schema": "http://json-schema.org/draft-07/schema#",
-  "additionalProperties": false,
-  "properties": {
-    "changed": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "created": {
-      "type": "boolean"
-    },
-    "note": {
-      "type": "string"
-    },
-    "ok": {
-      "type": "boolean"
-    },
-    "profile": {
-      "additionalProperties": false,
-      "properties": {
-        "about": {
-          "type": "string"
-        },
-        "city": {
-          "type": "string"
-        },
-        "education": {
-          "items": {
-            "additionalProperties": false,
-            "properties": {
-              "description": {
-                "$ref": "#/properties/profile/properties/experience/items/properties/description"
-              },
-              "from": {
-                "$ref": "#/properties/profile/properties/experience/items/properties/from"
-              },
-              "id": {
-                "type": "string"
-              },
-              "programme": {
-                "type": "string"
-              },
-              "school": {
-                "type": "string"
-              },
-              "to": {
-                "$ref": "#/properties/profile/properties/experience/items/properties/to"
-              }
-            },
-            "required": [
-              "id",
-              "school",
-              "programme",
-              "from",
-              "to",
-              "description"
-            ],
-            "type": "object"
-          },
-          "type": "array"
-        },
-        "experience": {
-          "items": {
-            "additionalProperties": false,
-            "properties": {
-              "description": {
-                "type": "string"
-              },
-              "from": {
-                "type": "string"
-              },
-              "id": {
-                "type": "string"
-              },
-              "org": {
-                "type": "string"
-              },
-              "role": {
-                "type": "string"
-              },
-              "to": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              }
-            },
-            "required": [
-              "id",
-              "role",
-              "org",
-              "from",
-              "to",
-              "description"
-            ],
-            "type": "object"
-          },
-          "type": "array"
-        },
-        "headline": {
-          "type": "string"
-        },
-        "indexable": {
-          "type": "boolean"
-        },
-        "languages": {
-          "items": {
-            "additionalProperties": false,
-            "properties": {
-              "level": {
-                "type": "string"
-              },
-              "name": {
-                "type": "string"
-              }
-            },
-            "required": [
-              "name",
-              "level"
-            ],
-            "type": "object"
-          },
-          "type": "array"
-        },
-        "links": {
-          "items": {
-            "additionalProperties": false,
-            "properties": {
-              "label": {
-                "type": "string"
-              },
-              "url": {
-                "type": "string"
-              }
-            },
-            "required": [
-              "label",
-              "url"
-            ],
-            "type": "object"
-          },
-          "type": "array"
-        },
-        "model": {
-          "items": {
-            "additionalProperties": false,
-            "properties": {
-              "axis": {
-                "type": "string"
-              },
-              "leans": {
-                "type": "string"
-              },
-              "statement": {
-                "type": "string"
-              }
-            },
-            "required": [
-              "axis",
-              "leans",
-              "statement"
-            ],
-            "type": "object"
-          },
-          "type": "array"
-        },
-        "region": {
-          "type": "string"
-        },
-        "showAvatar": {
-          "type": "boolean"
-        },
-        "skills": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "tags": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "updatedAt": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "visibility": {
-          "enum": [
-            "private",
-            "members",
-            "public"
-          ],
-          "type": "string"
-        }
-      },
-      "required": [
-        "headline",
-        "about",
-        "city",
-        "region",
-        "experience",
-        "education",
-        "skills",
-        "languages",
-        "links",
-        "tags",
-        "visibility",
-        "indexable",
-        "showAvatar",
-        "model",
-        "updatedAt"
-      ],
-      "type": "object"
-    }
-  },
-  "required": [
-    "ok",
-    "created",
-    "changed",
-    "profile",
-    "note"
-  ],
-  "type": "object"
-}New value: +null

AddedOct 20, 2026

TDQS

A4/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations it discloses that a passed list replaces the whole list (omitted entries are lost), that writes are atomic ("Saved at once"), and that there is a daily cap of 20. That is genuinely useful behavior the schema does not convey; the missing piece is what happens on validation failure or cap exhaustion. Note the list-replacement semantics are more destructive than the destructiveHint=false annotation implies, though the description errs on the safe, disclosing side.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short sentences, front-loaded with the action and its partial-update nature, then the list hazard, then limits. The final sentence is telegraphic ("Never who sees it, an ID number, phone, e-mail or address") and takes a beat to parse, but nothing is padding.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 14-parameter mutation tool with no output schema, the description covers the operation mode, the destructive-per-list caveat, the rate limit, and the refused fields — enough to call it correctly. It omits error/validation behavior and how the tool responds on success, which the absent output schema would otherwise have to carry.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The critical parameter semantics — list replacement and the need to carry over each entry's id — appear only in the description, not in the schema, and the description also names field classes that cannot be set (visibility, ID number, phone, e-mail, address). With 50% schema coverage, the remaining undocumented fields (region, about, headline, languages) get no extra explanation here.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

"Change the person's own Profile & CV, only the fields you pass" gives a specific verb, resource and scope, and the instruction to read my_cv first implicitly separates it from the read-side siblings. It stops short of naming other profile-writing tools (e.g. pro_profile), so the differentiation is inferred rather than stated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It states a concrete prerequisite workflow ("read my_cv first and keep each entry's id") and lists fields that are refused, which is real when-to-use guidance. There is no explicit when-not-to-use or pointer to an alternative tool for the refused fields, so an agent is left to infer where those operations live.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All hunchful 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.

Profile & CV: update your person's own

Input Schema

Schema Changelog

TDQS

Glama MCP Gateway

Resources