Context7 Action

action.yaml

schema_version: 1.0.0
name_for_model: contextMemory
name_for_human: Context7 Memory Retriever
description_for_model: |
  Use this tool to retrieve relevant context memories from a message history.
  Sends OpenAI-style messages to Context7 MCP and receives related memory strings.
description_for_human: |
  Retrieves contextually relevant memories using the Upstash Context7 MCP API.
  Useful for adding personalized or memory-based retrieval into conversations.
auth:
  type: bearer
  authorization_url: https://example.com/   # not required, but OpenAI requires a URL. Not used.
  verification_tokens: {}
api:
  type: openapi
  url: https://gist.githubusercontent.com/Japh/35d0d8016d2efa2412a81f2e3247962a/raw/ddabbddad596097ec110d052ce22ce8761ab1c7f/context7-openapi.yaml
logo_url: https://avatars.githubusercontent.com/u/95771147?s=200&v=4
contact_email: support@upstash.com
legal_info_url: https://upstash.com/terms

context7-openapi.yaml

openapi: 3.1.0
info:
  title: Upstash Context7 MCP API
  description: |
    Public MCP (Memory Context Protocol) endpoint provided by Upstash Context7.
    Accepts OpenAI-style chat messages and returns contextually relevant memory entries.
    
    While this endpoint works without authentication, using a Bearer token is recommended for higher rate limits or access to private memory indexes.
  version: 1.0.1
servers:
  - url: https://mcp.context7.com
    description: Public hosted MCP endpoint
paths:
  /mcp:
    post:
      operationId: getRelevantMemories
      summary: Retrieve relevant memories from the Context7 MCP server.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                messages:
                  type: array
                  description: List of chat messages (OpenAI format).
                  items:
                    type: object
                    required: [role, content]
                    properties:
                      role:
                        type: string
                        enum: [system, user, assistant, tool]
                      content:
                        type: string
                top_k:
                  type: integer
                  description: Number of relevant memories to return.
                  example: 3
                filter:
                  type: object
                  description: Optional metadata filter.
                  additionalProperties: true
              required:
                - messages
      responses:
        '200':
          description: A list of relevant memory strings.
          content:
            application/json:
              schema:
                type: array
                items:
                  type: string
        '400':
          description: Bad request – invalid input format.
        '401':
          description: Unauthorized – missing or invalid API token.
        '500':
          description: Internal server error.
      security:
        - bearerAuth: []
components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer