Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.
hebbian-vault · pypi 0.2.0 · stdio
claude mcp add --transport stdio 'hebbian-vault' -- uvx 'hebbian-vault==0.2.0'Run in a terminal; adds the server to Claude Code.
hebbian-vaultHEBBIAN_VAULT_LICENSEFind where your notes disagree — contradiction detection for markdown vaults.
Surface the notes you forgot you wrote — DMN replay for markdown vaults.
Find what your knowledge base mentions but doesn't actually explain.
Obsidian vault structural health: broken links, orphans, missing frontmatter, safe auto-repair.
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams,…
Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified.
Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. Get accurate, current information from learn.microsoft.com and other…
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional…
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when working with images, creating thumbnails, resizing wallpapers, or performing batch image operations.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos).
Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.
Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.
Find and manage issues, projects, and documents in your Linear workspace.
Official Airtable MCP server — database and operations layer for agents.
Calendar tools for creating, updating, deleting events, managing invites, and checking availability.
OneDrive and Sharepoint Remote MCP Server
