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Wax

by christopherkarani · christopherkarani/Wax

Apple-Silicon-native vector memory — Metal-accelerated, sub-ms retrieval, packaged as a Swift binary you run locally.

Wax is a memory layer specifically tuned for Apple Silicon: Metal kernels for HNSW, in-process Swift API, MCP front-end. Useful for local agents on Mac that want fast RAG without a separate vector DB.

Why use it

Key features

Live Demo

What it looks like in practice

ready

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "wax-mcp": {
      "command": "wax",
      "args": [
        "mcp"
      ]
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "wax-mcp": {
      "command": "wax",
      "args": [
        "mcp"
      ]
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "wax-mcp": {
      "command": "wax",
      "args": [
        "mcp"
      ]
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "wax-mcp": {
      "command": "wax",
      "args": [
        "mcp"
      ]
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "wax-mcp",
      "command": "wax",
      "args": [
        "mcp"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json
{
  "context_servers": {
    "wax-mcp": {
      "command": {
        "path": "wax",
        "args": [
          "mcp"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add wax-mcp -- wax mcp

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use Wax

Local RAG over your notes

👤 Developers ⏱ ~15 min intermediate

When to use: You want fast, private retrieval over Markdown notes.

Flow
  1. Index
    wax index ~/notes✓ Copied
    → Vectors built
  2. Wire MCP
    Add wax as MCP server.✓ Copied
    → Tool visible
  3. Query
    Ask Claude — retrieval is sub-ms.✓ Copied
    → Citations

Outcome: Private, fast RAG without a cloud vector DB.

Combinations

Pair with other MCPs for X10 leverage

wax-mcp + filesystem

Index your project tree

Combine wax-mcp with filesystem: Index your project tree✓ Copied

Tools

What this MCP exposes

ToolInputsWhen to callCost
index (see docs) Index a directory 1 call
query (see docs) k-NN over index 1 call

Cost & Limits

What this costs to run

API quota
Local
Tokens per call
Tiny chunks
Monetary
Free OSS
Tip
Re-index on big changes; incremental supported

Security

Permissions, secrets, blast radius

Credential storage: On-disk index
Data egress: None

Troubleshooting

Common errors and fixes

No Metal device

Wax requires Apple Silicon; falls back to CPU on Intel but slower

Alternatives

Wax vs others

AlternativeWhen to use it insteadTradeoff
memsearchCross-platformNo Metal acceleration

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills