GoNoGo

Pressure-test a startup idea in a live voice interview with an AI mentor; get a GO/NO-GO verdict.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
57%
Naming quality
90%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,026Tokens (tool definitions)
~1.6 KBTypical response size
Moderate attention impact (0.80% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "gonogo": {
      "url": "https://mcp.gonogo.team/mcp"
    }
  }
}

Remote endpoints

https://mcp.gonogo.team/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢whoami

Returns the GoNoGo account connected to ChatGPT.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    }
  },
  "required": [
    "id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢interview_with_alex(idea, language)

Use this when the user wants to find out whether their own startup, app or business idea is worth building: whether there is a market, who has the problem and would pay for it, whether to quit a job or spend months on it, or to rehearse the questions an accelerator or investor will ask about the idea. Opens a live voice interview with Alex, GoNoGo's AI startup mentor (a talking video avatar): he asks who has the problem, what they do about it today, who pays and why now, and records the answers; GoNoGo then researches the market and competitors behind the answers and gives a GO / NO-GO verdict with reasons. One interview per idea: to compare several ideas, run one for each. Creates a project on the user's GoNoGo account. Do not use for running an existing business, writing a business plan document, naming or branding, coding help, or legal, tax or investment advice. The user taps Start and talks; stay silent while the interview runs.

Input Schema

{
  "type": "object",
  "properties": {
    "idea": {
      "description": "The idea in the user's words, if they already said it",
      "type": "string",
      "maxLength": 500
    },
    "language": {
      "description": "Interview language as an ISO 639-1 code (the language of the chat), default en",
      "type": "string",
      "pattern": "^[a-z]{2}$"
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "project_id": {
      "type": "string"
    },
    "project_url": {
      "type": "string"
    }
  },
  "required": [
    "project_id",
    "project_url"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢list_my_projects

Use this when the user asks about their GoNoGo projects: which ideas they have tested, their GO / NO-GO verdicts, or whether the research is still running. Do not use to start a new interview.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "projects": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "description": {
            "type": "string"
          },
          "status": {
            "type": "string"
          },
          "verdict": {
            "type": [
              "string",
              "null"
            ]
          },
          "score": {
            "type": [
              "number",
              "null"
            ]
          },
          "research": {
            "type": "string"
          },
          "url": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "name",
          "description",
          "status",
          "verdict",
          "score",
          "research",
          "url"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "projects"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_project_result(project_id)

Use this when the user asks for the verdict, score or research status of one of their GoNoGo projects, for example after finishing an interview with Alex. Returns the GO / NO-GO verdict and score, or that the research is still running; the full reports are on the project page. Do not use to start a new interview.

Input Schema

{
  "type": "object",
  "properties": {
    "project_id": {
      "type": "string",
      "pattern": "^[A-Za-z0-9]{10,40}$"
    }
  },
  "required": [
    "project_id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "project": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "name": {
          "type": "string"
        },
        "description": {
          "type": "string"
        },
        "status": {
          "type": "string"
        },
        "verdict": {
          "type": [
            "string",
            "null"
          ]
        },
        "score": {
          "type": [
            "number",
            "null"
          ]
        },
        "research": {
          "type": "string"
        },
        "url": {
          "type": "string"
        }
      },
      "required": [
        "id",
        "name",
        "description",
        "status",
        "verdict",
        "score",
        "research",
        "url"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "project"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

Community

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Evidence

Recent observations

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