create-survey

Name: create-survey
Author: feedbk-ai

Server Details

Create AI surveys with dynamic follow-up probing directly from your AI assistant.

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Status: Healthy
Uptime: 100.0% over 37 days
Last Tested: 2026-09-23 19:39
Transport: Streamable HTTP · MCP 2025-11-25
URL
Repository: feedbk-ai/feedbk-mcp-server
GitHub Stars: 2
Server Listing: AI Survey Creator MCP Server

TDQS

A4.5/5.0

Scored 2026-08-01 01:10 across 1 tool

Disambiguation5/5

With only one tool, there is no ambiguity or overlapping purposes. The tool's purpose is clearly defined as a conversational interface to survey builder agent, making it impossible to misselect.

Naming Consistency5/5

The single tool name 'survey_builder' is descriptive and follows a clear snake_case convention. There are no other tools to conflict with, so naming is consistent.

Tool Count3/5

Having a single tool is borderline for the scope of the server. While the tool is designed as an agent that handles multiple survey operations, the tool surface feels thin compared to a typical dedicated survey management system.

Completeness4/5

The tool description claims to cover create, edit, preview, publish, close, and analyze, covering the core survey lifecycle. However, it omits explicit mention of delete, list, or other administrative operations, leaving minor gaps.

Available Tools

1 tool

survey_builderAInspect

Send a message to the feedbk survey-builder agent. It can create, edit, preview, publish, close, and analyze AI-moderated surveys. Omit session_id on the first call; pass the session_id from the previous response on follow-up calls to continue the conversation (sessions expire after an hour of inactivity).

ParametersJSON Schema

Name	Required	Description	Default
`message`	Yes
`session_id`	No

TDQS

A4.6/5.0

Behavior4/5

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

Since no annotations are provided, the description carries the full burden. It discloses the conversational nature, the agent's ability to perform mutating actions (publish, close), and session expiry. Missing response format and error behavior keeps it from a 5.

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

Conciseness5/5

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

Two sentences front-load purpose and include essential session-handling rules without any fluff. Every sentence serves a purpose, making it concise and well-structured.

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?

Given the tool's simplicity (2 params, no output schema), the description covers the operation and the key workflow (session management). It doesn't specify the response structure beyond implying session_id, but that is adequate for this complexity.

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 schema has 0% description coverage, so the description must compensate. It clarifies 'message' as the content to send and thoroughly explains 'session_id' semantics. While message format isn't elaborated, the session guidance adds substantial meaning beyond the bare schema.

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

Purpose5/5

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

The description clearly states that the tool sends a message to a survey-builder agent and enumerates its capabilities (create, edit, preview, publish, close, analyze). This offers a specific verb+resource with no ambiguity, and since there are no siblings, it inherently distinguishes itself.

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

Usage Guidelines5/5

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

Explicitly instructs when to omit session_id on the first call and when to pass it on follow-ups, providing clear when/when-not guidance. It also warns about session expiration, ensuring the agent knows the operational constraints.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

6 tool updatesJul 20, 2026
- Removedcreate_edit_survey
- Removedpreview_survey
- Removedsave_survey
- Removedshare_survey
- Addedsurvey_builder
- Removedview_responses
5 tool updatesApr 20, 2026
- Addedcreate_edit_survey
- Removedcreate_survey
- Addedpreview_survey
- Changedsave_survey25 fields changed
  - addedInput schema / properties / guide / properties / duration / maximum
```
Added value: +120
```
  - addedInput schema / properties / guide / properties / duration / minimum
```
Added value: +1
```
  - changedInput schema / properties / guide / properties / duration / type
```
Previous value: -"number"New value: +"integer"
```
  - addedInput schema / properties / guide / properties / goal / maxLength
```
Added value: +2000
```
  - addedInput schema / properties / guide / properties / lang / maxLength
```
Added value: +10
```
  - addedInput schema / properties / guide / properties / name / maxLength
```
Added value: +200
```
  - changedInput schema / properties / guide / properties / questions / items / properties / choices / anyOf
```
Previous value: -[
-  {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "text": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "text"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "text": {
+          "maxLength": 500,
+          "type": "string"
+        }
+      },
+      "required": [
+        "text"
+      ],
+      "type": "object"
+    },
+    "maxItems": 50,
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / guide / properties / questions / items / properties / condition / anyOf
```
Added value: +[
+  {
+    "maxLength": 500,
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - removedInput schema / properties / guide / properties / questions / items / properties / condition / type
```
Removed value: -[
-  "string",
-  "null"
-]
```
  - addedInput schema / properties / guide / properties / questions / items / properties / follow_up_goal / anyOf
```
Added value: +[
+  {
+    "maxLength": 500,
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - removedInput schema / properties / guide / properties / questions / items / properties / follow_up_goal / type
```
Removed value: -[
-  "string",
-  "null"
-]
```
  - addedInput schema / properties / guide / properties / questions / items / properties / framing / anyOf
```
Added value: +[
+  {
+    "maxLength": 2000,
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - removedInput schema / properties / guide / properties / questions / items / properties / framing / type
```
Removed value: -[
-  "string",
-  "null"
-]
```
  - addedInput schema / properties / guide / properties / questions / items / properties / id / maxLength
```
Added value: +64
```
  - addedInput schema / properties / guide / properties / questions / items / properties / rating_levels / maximum
```
Added value: +10
```
  - addedInput schema / properties / guide / properties / questions / items / properties / rating_levels / minimum
```
Added value: +2
```
  - changedInput schema / properties / guide / properties / questions / items / properties / rating_levels / type
```
Previous value: -"number"New value: +"integer"
```
  - addedInput schema / properties / guide / properties / questions / items / properties / rating_max_label / anyOf
```
Added value: +[
+  {
+    "maxLength": 100,
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - removedInput schema / properties / guide / properties / questions / items / properties / rating_max_label / type
```
Removed value: -[
-  "string",
-  "null"
-]
```
  - addedInput schema / properties / guide / properties / questions / items / properties / rating_min_label / anyOf
```
Added value: +[
+  {
+    "maxLength": 100,
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - removedInput schema / properties / guide / properties / questions / items / properties / rating_min_label / type
```
Removed value: -[
-  "string",
-  "null"
-]
```
  - addedInput schema / properties / guide / properties / questions / items / properties / text / maxLength
```
Added value: +2000
```
  - addedInput schema / properties / guide / properties / questions / maxItems
```
Added value: +100
```
  - addedInput schema / properties / guide / properties / redirect_text / maxLength
```
Added value: +500
```
  - removedInput schema / properties / guide / properties / redirect_url
```
Removed value: -{
-  "default": "/redirect.html?return=complete",
-  "type": [
-    "string",
-    "null"
-  ]
-}
```
- Changedshare_survey1 field changed
  - changedInput schema / properties / project_token / description
```
Previous value: -"Project token (format: projectId:secret)"New value: +"Your project token (format: projectId:secret)"
```
5 tool updatesApr 15, 2026
- Removedanalyze_question
- Removedanalyze_survey
- Removedarchive_survey
- Removedsave_simulated_response
- Removedsimulate_responses

2 tool updatesApr 13, 2026

Changedsave_simulated_response1 field changed

changedInput schema / properties / answers / description

Previous value: -"Answers keyed by question ID (e.g. q1, q2). Skip q0."New value: +"Answers keyed by question ID (e.g. q1, q2)."

Changedsave_survey5 fields changed
- removedInput schema / properties / guide / properties / intro_framing
```
Removed value: -{
-  "default": "Hallo! Willkommen zur Umfrage.",
-  "type": "string"
-}
```
- removedInput schema / properties / guide / properties / intro_no
```
Removed value: -{
-  "default": "Nein",
-  "type": "string"
-}
```
- removedInput schema / properties / guide / properties / intro_text
```
Removed value: -{
-  "default": "Können wir starten?",
-  "type": "string"
-}
```
- removedInput schema / properties / guide / properties / intro_yes
```
Removed value: -{
-  "default": "Ja",
-  "type": "string"
-}
```
- changedInput schema / properties / guide / properties / redirect_text / default
```
Previous value: -"Vielen Dank für Ihre Teilnahme!"New value: +""
```

16 tool updatesApr 13, 2026

Changedanalyze_question3 fields changed

addedInput schema / properties / project_token

Added value: +{
+  "description": "Your project token (format: projectId:secret)",
+  "type": "string"
+}

removedInput schema / properties / results_token

Removed value: -{
-  "description": "Your edit token (format: projectId:secret)",
-  "type": "string"
-}

changedInput schema / required

Previous value: -[
-  "results_token",
-  "question_id"
-]New value: +[
+  "project_token",
+  "question_id"
+]

Removedanalyze_results
Addedanalyze_survey
Addedarchive_survey
Addedcreate_survey
Removededit_survey
Removedpublish_survey

Changedsave_simulated_response3 fields changed

addedInput schema / properties / project_token

Added value: +{
+  "description": "Your project token (format: projectId:secret)",
+  "type": "string"
+}

removedInput schema / properties / results_token

Removed value: -{
-  "description": "Your edit token (format: projectId:secret)",
-  "type": "string"
-}

changedInput schema / required

Previous value: -[
-  "results_token",
-  "answers"
-]New value: +[
+  "project_token",
+  "answers"
+]

Changedsave_survey4 fields changed

addedInput schema / properties / guide / properties / goal

Added value: +{
+  "default": "",
+  "type": "string"
+}

addedInput schema / properties / project_token

Added value: +{
+  "description": "Project token (format: projectId:secret). Omit to create a new survey.",
+  "type": "string"
+}

removedInput schema / properties / results_token

Removed value: -{
-  "description": "Your edit token (format: projectId:secret)",
-  "type": "string"
-}

changedInput schema / required

Previous value: -[
-  "guide",
-  "results_token"
-]New value: +[
+  "guide"
+]

Removedset_status
Addedshare_survey

Changedsimulate_responses3 fields changed

addedInput schema / properties / project_token

Added value: +{
+  "description": "Your project token (format: projectId:secret)",
+  "type": "string"
+}

removedInput schema / properties / results_token

Removed value: -{
-  "description": "Your edit token (format: projectId:secret)",
-  "type": "string"
-}

changedInput schema / required

Previous value: -[
-  "results_token"
-]New value: +[
+  "project_token"
+]

Removedstart_survey
Addedview_responses
Removedview_results
Removedview_survey

8 tool updatesMar 23, 2026
- Addedanalyze_question
- Addedanalyze_results
- Changedpublish_survey1 field changed
  - removedInput schema / properties / results_token
```
Removed value: -{
-  "description": "Optional: provide to update an existing survey instead of creating a new one",
-  "type": "string"
-}
```
- Addedsave_simulated_response
- Addedsave_survey
- Addedset_status
- Addedsimulate_responses
- Addedview_survey
1 tool updateMar 21, 2026
- Addedview_results
1 tool updateMar 20, 2026
- Changedpublish_survey3 fields changed
  - removedInput schema / properties / guide / properties / questions / items / properties / ai_probing
```
Removed value: -{
-  "default": true,
-  "type": "boolean"
-}
```
  - addedInput schema / properties / guide / properties / questions / items / properties / follow_up_count
```
Added value: +{
+  "default": 1,
+  "maximum": 3,
+  "minimum": 0,
+  "type": "number"
+}
```
  - addedInput schema / properties / guide / properties / questions / items / properties / follow_up_goal
```
Added value: +{
+  "type": [
+    "string",
+    "null"
+  ]
+}
```

2 tool updatesMar 17, 2026

Addededit_survey

Changedpublish_survey1 field changed

addedInput schema / properties / results_token

Added value: +{
+  "description": "Optional: provide to update an existing survey instead of creating a new one",
+  "type": "string"
+}

2 tool updatesFeb 27, 2026
- First observedpublish_survey
- First observedstart_survey

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