BetaFinds

Publish and update your startup on BetaFinds from an AI agent — listings, changelog, releases.

Should I use this

Quality & Safety

A
Description quality
99%
Schema completeness
90%
Naming quality
94%
Poisoning risk
80%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • HIGHTool poisoning patterns detected
  • MEDIUMTool description contains URL to non-standard domainin create_startup

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~3,691Tokens (tool definitions)
~2.2 KBTypical response size
Significant attention impact (2.88% 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": {
    "betafinds-mcp": {
      "url": "https://betafinds.com/api/mcp"
    }
  }
}

Remote endpoints

https://betafinds.com/api/mcpstreamable-http

What it can do

Tool inventory

Tools (14)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟡create_startup(name, tagline, description, url, stage, ...)

Create a new startup on BetaFinds (submitted for review). Upload the logo and screenshots first via upload_image (or POST https://betafinds.com/api/v1/images) and pass the returned URLs here. Set the category by slug — get the list via list_categories (a category name also works, case-insensitive).

Input Schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "Product name"
    },
    "tagline": {
      "type": "string",
      "description": "One-line tagline (up to 160 characters)"
    },
    "description": {
      "type": "string",
      "description": "Full description (min 50 characters)"
    },
    "url": {
      "type": "string",
      "description": "Product website URL (required for stage=LAUNCHED, optional for prelaunch)"
    },
    "stage": {
      "type": "string",
      "enum": [
        "PRELAUNCH",
        "BETA",
        "LAUNCHED"
      ],
      "description": "Product stage: PRELAUNCH — preparing to launch, BETA — recruiting beta testers, LAUNCHED — already launched (default)"
    },
    "category_slug": {
      "type": "string",
      "description": "Category slug (e.g. ai, saas, fintech)"
    },
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Tags (up to 6)"
    },
    "logo": {
      "type": "string",
      "description": "Logo URL from upload_image (optional)"
    },
    "screenshots": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Screenshot URLs from upload_image (up to 5, optional)"
    },
    "target_launch_date": {
      "type": "string",
      "description": "Estimated launch date in YYYY-MM-DD format (for prelaunch; empty string clears it)"
    },
    "prelaunch_audience": {
      "type": "string",
      "description": "Who the product is for (up to 1000 characters)"
    },
    "prelaunch_ready": {
      "type": "string",
      "description": "What is already done: prototype, design, private beta… (up to 1000 characters)"
    },
    "prelaunch_promise": {
      "type": "string",
      "description": "What a waitlist subscriber will get (up to 1000 characters)"
    },
    "appStoreUrl": {
      "type": "string",
      "description": "App Store page link (iOS)"
    },
    "testflightUrl": {
      "type": "string",
      "description": "TestFlight link (iOS beta)"
    },
    "googlePlayUrl": {
      "type": "string",
      "description": "Google Play page link (Android)"
    }
  },
  "required": [
    "name",
    "tagline",
    "description"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "status": {
      "type": "string"
    },
    "message": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🔴update_startup(startup_slug, url, tagline, description, category_slug, ...)

Update an existing startup: app-store links, website, short/full description, tags, category, logo and screenshots. Upload the logo and screenshots first via upload_image and pass the returned URLs (screenshots fully replace the current set; to clear the logo, pass an empty string). Pass only the fields you want to change. See current values via list_my_startups. Note: editing an approved startup sends it back to moderation.

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug (from list_my_startups)"
    },
    "url": {
      "type": "string",
      "description": "Product website URL"
    },
    "tagline": {
      "type": "string",
      "description": "One-line tagline (up to 160 characters)"
    },
    "description": {
      "type": "string",
      "description": "Full description (min 50 characters)"
    },
    "category_slug": {
      "type": "string",
      "description": "Category slug (see list_categories)"
    },
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Tags (up to 6)"
    },
    "logo": {
      "type": "string",
      "description": "Logo URL from upload_image (empty string to clear)"
    },
    "screenshots": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Screenshot URLs from upload_image (up to 5; fully replace the current set)"
    },
    "target_launch_date": {
      "type": "string",
      "description": "Estimated launch date in YYYY-MM-DD format (for prelaunch; empty string clears it)"
    },
    "prelaunch_audience": {
      "type": "string",
      "description": "Who the product is for (up to 1000 characters)"
    },
    "prelaunch_ready": {
      "type": "string",
      "description": "What is already done: prototype, design, private beta… (up to 1000 characters)"
    },
    "prelaunch_promise": {
      "type": "string",
      "description": "What a waitlist subscriber will get (up to 1000 characters)"
    },
    "appStoreUrl": {
      "type": "string",
      "description": "App Store page link (iOS)"
    },
    "testflightUrl": {
      "type": "string",
      "description": "TestFlight link (iOS beta)"
    },
    "googlePlayUrl": {
      "type": "string",
      "description": "Google Play page link (Android)"
    }
  },
  "required": [
    "startup_slug"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "status": {
      "type": "string"
    },
    "message": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟢list_categories

List of available categories (slug and name) for create_startup.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "name": {
            "type": "string"
          }
        },
        "additionalProperties": true
      }
    }
  },
  "required": [
    "items"
  ],
  "additionalProperties": false
}
🟡upload_image(data, mime_type, filename)

Upload an image (logo or screenshot) for create_startup. Pass the file content as base64 (data is base64 only, no data: prefix). Returns a url to pass into create_startup. Max 2 MB; formats: JPEG, PNG, WebP, GIF.

Input Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "string",
      "description": "File content in base64"
    },
    "mime_type": {
      "type": "string",
      "description": "MIME type: image/png, image/jpeg, image/webp, image/gif"
    },
    "filename": {
      "type": "string",
      "description": "File name (optional)"
    }
  },
  "required": [
    "data",
    "mime_type"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "path": {
      "type": "string"
    },
    "url": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟢list_my_startups

List of your startups on BetaFinds (slug, name, status). Updates can only be published for startups with APPROVED status.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "status": {
            "type": "string"
          },
          "stage": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "waitlistCount": {
            "type": "number"
          }
        },
        "additionalProperties": true
      }
    }
  },
  "required": [
    "items"
  ],
  "additionalProperties": false
}
🟡publish_update(startup_slug, title, body, type, version)

Publish an update (an entry in the «What's new» feed) for your startup. Subscribers receive an email summary within ~10 minutes. body supports Markdown.

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug (from list_my_startups)"
    },
    "title": {
      "type": "string",
      "description": "Update title (3–200 characters)"
    },
    "body": {
      "type": "string",
      "description": "Text in Markdown (10–20000 characters)"
    },
    "type": {
      "type": "string",
      "enum": [
        "RELEASE",
        "UPDATE",
        "FIX",
        "NEWS"
      ],
      "description": "Type: RELEASE — new version, UPDATE — improvement, FIX — fix, NEWS — news. Defaults to NEWS."
    },
    "version": {
      "type": "string",
      "description": "Version, if applicable (e.g. 1.4.0)"
    }
  },
  "required": [
    "startup_slug",
    "title",
    "body"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    },
    "publishedAt": {
      "type": "string"
    },
    "message": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟡create_release(startup_slug, version, notes, announce)

Create a release (version) of your startup. By default also publishes a RELEASE-type update with the notes text. After creation, upload files via request_asset_upload.

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug"
    },
    "version": {
      "type": "string",
      "description": "Version, e.g. 1.4.0"
    },
    "notes": {
      "type": "string",
      "description": "Release notes in Markdown"
    },
    "announce": {
      "type": "boolean",
      "description": "Whether to publish an update in the feed (default true)"
    }
  },
  "required": [
    "startup_slug",
    "version"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "release_id": {
      "type": "string"
    },
    "version": {
      "type": "string"
    },
    "message": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟡request_asset_upload(release_id, platform, filename, size, sha256)

Get a one-time link to upload a release file (Windows/Mac/Android/Linux, up to 1 GB). Then upload the file: curl -T <file> '<upload_url>'. After uploading, call complete_asset_upload.

Input Schema

{
  "type": "object",
  "properties": {
    "release_id": {
      "type": "string",
      "description": "Release ID from create_release"
    },
    "platform": {
      "type": "string",
      "enum": [
        "WINDOWS",
        "MACOS",
        "ANDROID",
        "LINUX"
      ],
      "description": "File platform"
    },
    "filename": {
      "type": "string",
      "description": "File name, e.g. MyApp-1.4.0.dmg"
    },
    "size": {
      "type": "number",
      "description": "File size in bytes (exact)"
    },
    "sha256": {
      "type": "string",
      "description": "File SHA-256 (hex, optional)"
    }
  },
  "required": [
    "release_id",
    "platform",
    "filename",
    "size"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "assetId": {
      "type": "string"
    },
    "uploadUrl": {
      "type": "string"
    },
    "downloadUrl": {
      "type": "string"
    },
    "instructions": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟡complete_asset_upload(asset_id)

Confirm that the release file has been uploaded. Verifies the file's presence and size in storage and makes it available for download.

Input Schema

{
  "type": "object",
  "properties": {
    "asset_id": {
      "type": "string",
      "description": "File ID from request_asset_upload"
    }
  },
  "required": [
    "asset_id"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "downloadUrl": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟢get_releases(startup_slug)

Список опубликованных релизов стартапа с файлами. Для LAUNCHED-проектов downloadUrl — постоянная прямая ссылка. На закрытых стадиях ссылка возвращается только для своих стартапов или где у вас открыт доступ (иначе locked=true, downloadUrl=null).

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug"
    }
  },
  "required": [
    "startup_slug"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "version": {
            "type": "string"
          },
          "publishedAt": {
            "type": "string"
          },
          "locked": {
            "type": "boolean"
          },
          "assets": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "platform": {
                  "type": "string"
                },
                "filename": {
                  "type": "string"
                },
                "size": {
                  "type": "number"
                },
                "downloadUrl": {
                  "type": [
                    "string",
                    "null"
                  ]
                }
              },
              "additionalProperties": true
            }
          }
        },
        "additionalProperties": true
      }
    }
  },
  "required": [
    "items"
  ],
  "additionalProperties": false
}
🟡change_startup_stage(startup_slug, stage, public_note)

Change your startup's product stage: PRELAUNCH — preparing to launch, BETA — recruiting beta testers, PAUSED — development paused (requires public_note). To move to LAUNCHED use announce_launch. Allowed transitions: PRELAUNCH→BETA/PAUSED, BETA→PAUSED, PAUSED→PRELAUNCH/BETA.

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug (from list_my_startups)"
    },
    "stage": {
      "type": "string",
      "enum": [
        "PRELAUNCH",
        "BETA",
        "PAUSED"
      ],
      "description": "New stage"
    },
    "public_note": {
      "type": "string",
      "description": "Public note (required for PAUSED, up to 500 characters)"
    }
  },
  "required": [
    "startup_slug",
    "stage"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "stage": {
      "type": "string"
    },
    "message": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟡announce_launch(startup_slug, url, title, body, notify_waitlist)

Announce your startup's official launch: the stage becomes LAUNCHED, a LAUNCH update is published, and waitlist members are notified (once). A working product link is required (url or an already saved store link).

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug (from list_my_startups)"
    },
    "url": {
      "type": "string",
      "description": "Working product link (if not set yet)"
    },
    "title": {
      "type": "string",
      "description": "Launch headline (3–200 characters)"
    },
    "body": {
      "type": "string",
      "description": "Description of the first public version, Markdown (10–20000 characters)"
    },
    "notify_waitlist": {
      "type": "boolean",
      "description": "Notify the waitlist (default true)"
    }
  },
  "required": [
    "startup_slug",
    "title",
    "body"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "stage": {
      "type": "string"
    },
    "firstLaunch": {
      "type": "boolean"
    },
    "message": {
      "type": "string"
    }
  },
  "additionalProperties": true
}
🟢get_waitlist(startup_slug)

Waitlist summary for your startup: aggregated counters (active, per week/month, ready to test, invited/accepted), answer distribution for the question, recent anonymized answers and campaigns with aggregated statistics. Participants' contact details are not returned.

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug (from list_my_startups)"
    }
  },
  "required": [
    "startup_slug"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "stage": {
      "type": "string"
    },
    "waitlist": {
      "type": "object",
      "properties": {
        "active": {
          "type": "number"
        },
        "newPerWeek": {
          "type": "number"
        },
        "newPerMonth": {
          "type": "number"
        },
        "wantsBeta": {
          "type": "number"
        },
        "invited": {
          "type": "number"
        },
        "accepted": {
          "type": "number"
        }
      },
      "additionalProperties": true
    },
    "question": {
      "type": "object",
      "properties": {
        "text": {
          "type": "string"
        },
        "type": {
          "type": "string"
        }
      },
      "additionalProperties": true
    },
    "campaigns": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "subject": {
            "type": "string"
          },
          "status": {
            "type": "string"
          }
        },
        "additionalProperties": true
      }
    }
  },
  "additionalProperties": true
}
🟢get_store_reviews(startup_slug, page)

Public Google Play and App Store reviews of your startup: monitoring state per store and the latest reviews (rating, text, developer response). Reviews are collected automatically via the app links.

Input Schema

{
  "type": "object",
  "properties": {
    "startup_slug": {
      "type": "string",
      "description": "Startup slug (from list_my_startups)"
    },
    "page": {
      "type": "number",
      "description": "Page (20 reviews each, default 1)"
    }
  },
  "required": [
    "startup_slug"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "monitors": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "platform": {
            "type": "string"
          },
          "status": {
            "type": "string"
          }
        },
        "additionalProperties": true
      }
    },
    "reviews": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "platform": {
            "type": "string"
          },
          "body": {
            "type": "string"
          },
          "rating": {
            "type": "number"
          }
        },
        "additionalProperties": true
      }
    },
    "total": {
      "type": "number"
    }
  },
  "additionalProperties": true
}

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