Local semantic search for markdown notes — MCP server
Project description
mcp-recall-md
Local semantic search for your markdown notes — via MCP
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Install · Tools · Auto-indexing · .recallignore · Troubleshooting
Install
Option A: Python users
pip install mcp-recall-md
Add to your MCP config (.mcp.json for Claude Code, claude_desktop_config.json for Claude Desktop):
{
"mcpServers": {
"mcp-recall-md": {
"command": "mcp-recall-md",
"args": ["--vaults", "C:/Users/you/notes"]
}
}
}
Option B: Download exe (no Python needed)
- Download mcp-recall-md.exe from the latest release
- Put it in a permanent folder (e.g.
C:\Tools\mcp-recall-md\) - Add to MCP config:
{
"mcpServers": {
"mcp-recall-md": {
"command": "C:/Tools/mcp-recall-md/mcp-recall-md.exe",
"args": ["--vaults", "C:/Users/you/notes"]
}
}
}
Multiple vaults? Just list them:
"args": ["--vaults", "C:/notes/work", "C:/notes/personal", "C:/docs"]
Restart your app. Start asking:
"Search my knowledge base for Kubernetes networking"
"Find my notes about AWS Bedrock"
Tools
| Tool | Parameters | What it does |
|---|---|---|
index |
key, content |
Store or update an article |
search |
query, limit |
Semantic similarity search |
remove |
key |
Delete an article |
Auto-indexing
When --vaults is provided, the server automatically:
- Indexes all existing
.mdfiles on startup - Watches for new and modified files in real time
No separate watcher process needed — it's all one command.
Without --vaults, the server runs in manual mode (use the index tool to add content).
.recallignore
Drop a .recallignore file in any vault root to control which files get indexed. Uses standard .gitignore syntax.
Exclude specific folders:
.obsidian/
_templates/
drafts/
Include only specific folders (exclude everything else):
*
!notes/
!docs/
Each vault gets its own .recallignore — they're independent.
Troubleshooting
| Problem | Fix |
|---|---|
| Search returns nothing | Make sure --vaults is set, or use the index tool manually |
| First run is slow | Embedding model (~80 MB) downloads once |
| Need to debug | Add --verbose flag |
License
MIT
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