Search the local knowledge base to retrieve relevant information. Returns top matching knowledge cards with scores and content. Use to find existing knowledge before conducting web research.
A portable, AI-agnostic second brain that stores typed memories with semantic recall and self-learning re-ranking, exposed to any MCP-capable AI as a local server.
A personal knowledge MCP server with vector database for the Opencode ecosystem. It enables semantic search, tag organization, and session memory logging, all running locally without external API keys.
Copy personal memories into an open-memex project's outbox as review drafts, keeping originals intact. Use it to route personal knowledge into a project's review flow before submitting to the repo.
Search your personal knowledge vault using hybrid retrieval that combines semantic search, keyword matching, and knowledge graph traversal. Returns cited passages from your notes.
Retrieve and manage code snippets created by a specific GitLab user across personal and project scopes, including content, metadata, and visibility settings for code reuse and knowledge sharing.
Retrieve MCPOSprint server information and system status for troubleshooting and setup verification, including version, dependencies, configuration, and operational health checks.
Retrieves comprehensive system information including OS, kernel, CPU, memory, disk usage, and update status to provide a clear understanding of the system state.