Bro Find AI

Bro Find AI MCP Servers API

MCP server submission and discovery

Documentation GitHub OpenAPI

Operations 2

POST /api/submit-mcp Submit an MCP server for listing #

GET /api/search-mcp Semantic search over MCP servers #

Specifications

⚙

OpenAPI

https://artifacts.apis.io/brofindai-com/openapi/brofindai-com-mcp-servers-api-openapi.yml

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OpenAPI Specification

openapi: 3.2.0
info:
  title: Bro Find AI MCP Servers API
  description: API for the Bro Find AI AI tools directory. Submit tools, leave reviews and comments, and send feedback.
  version: 1.0.0
  contact:
    name: Bro Find AI Support
    url: https://brofindai.com/support
  license:
    name: Proprietary
    url: https://brofindai.com
servers:
- url: https://brofindai.com
  description: Production
tags:
- name: MCP Servers
  description: MCP server submission and discovery
paths:
  /api/submit-mcp:
    post:
      operationId: submitMcpServer
      summary: Submit an MCP server for listing
      description: Submit a new MCP server to the Bro Find AI /mcp-servers directory. Saved immediately; appears on the site at the next build. Requires authentication.
      tags:
      - MCP Servers
      security:
      - bearerAuth: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - idToken
              - server
              properties:
                idToken:
                  type: string
                  description: Firebase ID token
                server:
                  type: object
                  required:
                  - name
                  - url
                  properties:
                    name:
                      type: string
                      description: Server name, conventionally 'owner/repo'
                      example: yourname/your-mcp-server
                    url:
                      type: string
                      format: uri
                      description: Repository or homepage URL
                    description:
                      type: string
                      description: What the server does
                    category:
                      type: string
                      description: MCP server category, e.g. 'Developer Tools', 'Databases'. Defaults to 'Developer Tools'.
                    tags:
                      type: array
                      items:
                        type: string
                        maxLength: 24
                      maxItems: 6
                      example:
                      - TypeScript
                      - Cloud
      responses:
        '200':
          description: Server submitted successfully
          content:
            application/json:
              schema:
                type: object
                properties:
                  ok:
                    type: boolean
                  serverId:
                    type: string
                  slug:
                    type: string
        '400':
          description: Invalid request body
        '401':
          description: Authentication required
  /api/search-mcp:
    get:
      operationId: searchMcpServers
      summary: Semantic search over MCP servers
      description: Meaning-based search over MCP servers, embeds the query and returns the nearest catalog entries by cosine similarity, not keyword matching. No authentication required.
      tags:
      - MCP Servers
      parameters:
      - name: q
        in: query
        required: true
        schema:
          type: string
          minLength: 2
          maxLength: 200
        description: Natural-language search query.
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          minimum: 1
          maximum: 40
          default: 20
        description: Maximum number of results to return.
      responses:
        '200':
          description: Ranked matches, most similar first. Empty array if q is under 2 characters.
          content:
            application/json:
              schema:
                type: object
                properties:
                  results:
                    type: array
                    items:
                      type: object
                      properties:
                        slug:
                          type: string
                        similarity:
                          type: number
                          description: Cosine similarity, 0-1, higher is closer.
        '500':
          description: Server configuration or embedding error.
components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: Firebase ID Token
      description: Firebase Authentication ID token obtained via Google Sign-In