KunihiroS mem0 mcp for pm

WHAT IT CONNECTS

What KunihiroS mem0 mcp for pm gives an AI Agent

• Project memory storage and retrieval
• Semantic search for project information
• Structured project management data handling
• Fully tested stdio-based MCP Server tools
• Flexible logging: stderr by default, file output via `--logfile`
• Smart CLI invocation via pipx-compatible interface
• `--log=off` : Disable all logging (no logs are written)
• `--log=on --logfile=/absolute/path/to/logfile.log` : Enable logging and write logs to the specified absolute file path
• Both arguments are **required** when logging is enabled. The server will exit with an error if either is missing, the path is not absolute, or if invalid values are given.
• `add_project_memory`
• `get_all_project_memories`
• `search_project_memories`
• `update_project_memory`
• `delete_project_memory`
• `delete_all_project_memories`
• Default: stderr
• Optional: `--logfile /path/to/logfile.log`
• Check the source code.
• All project memory entries must be provided as TOML-formatted strings.
• Always include at least the following top-level fields:
• `category` (e.g., "Task Management", "Project Status", etc.)
• `project` (project name)
• `timestamp` (ISO 8601 format, e.g., "2025-04-29T16:00:00+09:00")
• Use the `run_id` parameter to logically group related entries.
• Recommended format:
• Example:
• Always add a `[metadata]` TOML table to enhance search and filtering.
• Example:
• Use `immutable = true` to prevent updates.
• Use `expiration_date = "YYYY-MM-DD"` to set expiry.
• Be consistent with field names and structure.
• Always include `project` and `timestamp`.
• Use clear, descriptive tags and metadata.
• Leverage TOML comments for human/AI hints if needed.
• The following is just sample, find the best by yourself !!
• **Standard Metadata**: Always include the project name and timestamp.
• **Data Format**: Use TOML for all entries, and include a `[metadata]` table.
• **Context Management**: Use `run_id` hierarchically to maintain information relevance.
• **Search Efficiency**: Consistent metadata and structure improve search efficiency.
• **Enhance the `add_project_memory` Method**:
• Update documentation strings: Improve usage examples and parameter descriptions.
• Error handling: Provide more detailed error information.
• Response format: Explicitly state the parameters used.
• **Update Custom Instructions**:
• Enrich template examples.
• Clarify recommended usage of `run_id` (introduce hierarchical structure).
• Standardize metadata schema.
• Provide practical usage examples.