ChurnLens Agent API

Agent-facing discovery and query endpoints (MCP, A2A, NLWeb)

Operations 6

GET /api/mcp MCP server manifest #
POST /api/mcp MCP JSON-RPC (Streamable HTTP) #
GET /api/a2a A2A agent card #
POST /api/a2a A2A JSON-RPC #
GET /api/nlweb NLWeb knowledge-base query #
POST /api/nlweb NLWeb knowledge-base query (POST) #

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curl "https://apis.io/api/v1/apis/churnlens-site:churnlens-site-agent-api"
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OpenAPI Specification

churnlens-site-agent-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: ChurnLens Agent API
  description: SaaS revenue quality scoring and due diligence tool.
  version: 1.0.0
  contact:
    url: https://churnlens.site
servers:
- url: https://churnlens.site
tags:
- name: Agent
  description: Agent-facing discovery and query endpoints (MCP, A2A, NLWeb)
paths:
  /api/mcp:
    get:
      summary: MCP server manifest
      description: 'Discovery document: server info, capabilities, protocol version and the tool list (names and descriptions only).'
      operationId: getMcpManifest
      tags:
      - Agent
      responses:
        '200':
          description: Server manifest
          content:
            application/json:
              schema:
                type: object
                properties:
                  jsonrpc:
                    type: string
                  serverInfo:
                    type: object
                    properties:
                      name:
                        type: string
                      version:
                        type: string
                  capabilities:
                    type: object
                  protocolVersion:
                    type: string
                  tools:
                    type: array
                    items:
                      type: object
                      properties:
                        name:
                          type: string
                          enum:
                          - calculate_churn_rate
                          - get_saas_benchmark
                          - analyze_revenue_concentration
                        description:
                          type: string
                  _meta:
                    type: object
                    description: Install hints, e.g. `npx mcp-remote https://churnlens.site/api/mcp`.
    post:
      summary: MCP JSON-RPC (Streamable HTTP)
      description: Model Context Protocol over JSON-RPC. Supports `initialize`, `tools/list`, `tools/call` and the `notifications/initialized` notification. Batch requests (a JSON array) are accepted. No auth — tools are read-only.
      operationId: postMcpRpc
      tags:
      - Agent
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              description: JSON-RPC 2.0 request, or an array of them for a batch.
              properties:
                jsonrpc:
                  type: string
                  const: '2.0'
                id:
                  description: Omit for notifications; the server then replies 202 with no body.
                  oneOf:
                  - type: string
                  - type: number
                method:
                  type: string
                  enum:
                  - initialize
                  - notifications/initialized
                  - tools/list
                  - tools/call
                params:
                  type: object
              required:
              - method
      responses:
        '200':
          description: JSON-RPC result
          content:
            application/json:
              schema:
                type: object
                properties:
                  jsonrpc:
                    type: string
                  id: {}
                  result:
                    type: object
                  error:
                    type: object
        '202':
          description: Notification accepted (request had no `id`); empty body.
        '405':
          description: Method not allowed
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: string
  /api/a2a:
    get:
      summary: A2A agent card
      description: 'Agent-to-agent discovery card: protocol version, transport, capabilities and the skill list.'
      operationId: getAgentCard
      tags:
      - Agent
      responses:
        '200':
          description: Agent card
          content:
            application/json:
              schema:
                type: object
                properties:
                  protocolVersion:
                    type: string
                  name:
                    type: string
                  description:
                    type: string
                  url:
                    type: string
                    format: uri
                  preferredTransport:
                    type: string
                  capabilities:
                    type: object
                  skills:
                    type: array
                    items:
                      type: object
                      properties:
                        id:
                          type: string
                          enum:
                          - analyze_churn_risk
                          - calculate_nrr
                        name:
                          type: string
                        description:
                          type: string
                        tags:
                          type: array
                          items:
                            type: string
                        examples:
                          type: array
                          items:
                            type: string
    post:
      summary: A2A JSON-RPC
      description: '`rpc.discover` and `agent/card` both return the agent card. `faq.search` takes `params.query` and returns case-insensitive substring matches over the FAQ set. Any other method returns the agent summary and skill list.'
      operationId: postAgentRpc
      tags:
      - Agent
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              description: JSON-RPC 2.0 request.
              properties:
                jsonrpc:
                  type: string
                  const: '2.0'
                id:
                  description: Omit for notifications; the server then replies 202 with no body.
                  oneOf:
                  - type: string
                  - type: number
                method:
                  type: string
                  enum:
                  - rpc.discover
                  - agent/card
                  - faq.search
                params:
                  type: object
              required:
              - method
      responses:
        '200':
          description: JSON-RPC result
          content:
            application/json:
              schema:
                type: object
                properties:
                  jsonrpc:
                    type: string
                  id: {}
                  result:
                    type: object
        '405':
          description: Method not allowed
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: string
  /api/nlweb:
    get:
      summary: NLWeb knowledge-base query
      description: Returns the knowledge base as a schema.org ItemList. With `query`, returns only entries whose question or answer contains it (case-insensitive substring); without it, returns everything.
      operationId: getNlwebQuery
      tags:
      - Agent
      parameters:
      - name: query
        in: query
        required: false
        schema:
          type: string
        description: Case-insensitive substring filter. Omit to list all entries.
      responses:
        '200':
          description: schema.org ItemList of matching questions
          content:
            application/json:
              schema:
                type: object
                properties:
                  '@context':
                    type: string
                    const: https://schema.org
                  '@type':
                    type: string
                    const: ItemList
                  name:
                    type: string
                    const: ChurnLens Knowledge Base
                  description:
                    type: string
                  numberOfItems:
                    type: integer
                  itemListElement:
                    type: array
                    items:
                      type: object
                      properties:
                        '@type':
                          type: string
                          const: Question
                        name:
                          type: string
                        acceptedAnswer:
                          type: string
                        url:
                          type: string
                          format: uri
    post:
      summary: NLWeb knowledge-base query (POST)
      description: Same as GET, with the term in the JSON body instead of the query string.
      operationId: postNlwebQuery
      tags:
      - Agent
      requestBody:
        required: false
        content:
          application/json:
            schema:
              type: object
              properties:
                query:
                  type: string
      responses:
        '200':
          description: schema.org ItemList of matching questions
          content:
            application/json:
              schema:
                type: object
                properties:
                  '@context':
                    type: string
                    const: https://schema.org
                  '@type':
                    type: string
                    const: ItemList
                  name:
                    type: string
                    const: ChurnLens Knowledge Base
                  description:
                    type: string
                  numberOfItems:
                    type: integer
                  itemListElement:
                    type: array
                    items:
                      type: object
                      properties:
                        '@type':
                          type: string
                          const: Question
                        name:
                          type: string
                        acceptedAnswer:
                          type: string
                        url:
                          type: string
                          format: uri