mlorentedev/hive
[](https://glama.ai/mcp/servers/mlorentedev/hive) 🐍 🏠 🍎 🪟 🐧 - On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools, works with any MCP client.
Category: Knowledge & Memory
Install
uvx hive-vaultCapabilities
- experimental
- logging
- prompts
- resources
- tools
- extensions
Server instructions
Hive provides on-demand access to an Obsidian vault. ## When to use each tool - **Start of session:** Call `session_briefing(project)` to load tasks, lessons, git activity, and health in one call. - **Browsing vault structure:** Use `vault_list` to discover projects and navigate directories. Call `vault_query` to read their content. - **Reading vault files:** Use `vault_query` instead of direct filesystem access. Supports section shortcuts (context, tasks, roadmap, lessons) and arbitrary paths. Use `scope:project` syntax when project names are ambiguous across scopes. - **Finding information:** Use `vault_search` for keyword/regex lookup with filters. Add `ranked=True` for relevance-ranked results, or `since_days=N` for recent changes. - **Recording lessons:** Call `capture_lesson` when a bug fix, architectural decision, or useful insight emerges during work. Use `capture_lesson(text=...)` for bulk extraction from large text blocks. - **Writing to vault:** Use `vault_write` to create, append, or replace files. Use `vault_patch` for surgical find-and-replace edits. - **Offloading work:** Use `delegate_task` for summarization, boilerplate generation, or analysis. Use `delegate_task(project=...)` to summarize vault files. Best for boilerplate and format conversion, not for architecture or security decisions. - **Checking workers:** Call `worker_status` before `delegate_task` to verify budget and model availability. - **Checking vault health:** Call `vault_health` after modifying vault files or periodically to detect drift. Add `include_usage=True` for usage statistics. Use `project='_meta'` to access cross-project content (patterns, templates). Read-only tools are safe to call freely. Write tools auto-commit to git.