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id7725
titleDocs: Update Memory Core API Guide for MCP SDK
stateClosed
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documentationai
assigneestobiu
createdAtNov 8, 2025, 1:18 PM
updatedAtNov 8, 2025, 1:20 PM
githubUrlhttps://github.com/neomjs/neo/issues/7725
authortobiu
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closedAtNov 8, 2025, 1:20 PM

Docs: Update Memory Core API Guide for MCP SDK

Closed v11.0.0 documentationai
tobiu
tobiu commented on Nov 8, 2025, 1:18 PM

The learn/guides/ai/MemoryCoreMcpApi.md guide was outdated, describing the Memory Core server as an Express.js-based REST API. This has been updated to reflect its current implementation as a tool server using the @modelcontextprotocol/sdk.

Key changes include:

  • Architecture Update: The guide now correctly describes the server as an MCP SDK application that communicates over stdio, not an HTTP server.
  • From Endpoints to Tools: The main body of the document was rewritten to describe the available tools (e.g., add_memory, query_summaries) instead of REST endpoints. The old curl-based examples were replaced with conceptual call_tool() examples.
  • New Tools Table: A summary table of all available tools, grouped by category, was added for quick reference.
  • Updated Error Handling: The section on error handling was updated to describe the isError: true flag in an MCP tool response, replacing the obsolete information about HTTP status codes.
  • Cleanup: The "Migration Path" section was removed as it's complete, and the path to the openapi.yaml file was corrected. All references to Express, Swagger, and HTTP were removed.

The guide now accurately documents the current state and usage of the Memory Core MCP server.

tobiu added the documentation label on Nov 8, 2025, 1:18 PM
tobiu added the ai label on Nov 8, 2025, 1:18 PM
tobiu assigned to @tobiu on Nov 8, 2025, 1:19 PM
tobiu referenced in commit f6aaefb - "Docs: Update Memory Core API Guide for MCP SDK #7725" on Nov 8, 2025, 1:20 PM
tobiu closed this issue on Nov 8, 2025, 1:20 PM