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Waggle MCP Server

@Abhigyan-Shekhar

Repository

Basic information

Category

Other

Transports

stdio

Author

Abhigyan-Shekhar

Submitted by

abhigyan sinha

About Waggle MCP Server

Here is a description you can use:

Waggle MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ],
      "env": {
        "WAGGLE_BACKEND": "sqlite",
        "WAGGLE_DB_PATH": "~/.waggle/memory.db"
      }
    }
  }
}

Waggle MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

Fetch the live tool list by running this server in a temporary sandbox using the button above.

Overview

What is Waggle Mcp?

Waggle Mcp gives AI agents persistent graph memory across sessions. It automatically extracts, deduplicates, and stores facts as typed graph nodes with semantic embeddings, running fully locally without an API key.

How to use Waggle Mcp?

Set up with the single command waggle-mcp init. Then drop conversation turns into Waggle Mcp; facts are automatically extracted and stored for later retrieval.

Key features of Waggle Mcp

  • Persistent graph memory across sessions
  • Automatic fact extraction and deduplication
  • Typed graph nodes with semantic embeddings
  • Temporal query support ("what did we decide last week?")
  • Conflict detection and context priming
  • Fully local, no API key required

Use cases of Waggle Mcp

  • Maintain coherent long-term memory for AI assistants
  • Retrieve past decisions or facts via temporal queries
  • Provide context priming for ongoing conversation turns
  • Detect and resolve conflicting facts across sessions

Frequently asked questions

1

Does Waggle Mcp require an API key?

No, Waggle Mcp runs fully locally and does not require any API key.

2

How is Waggle Mcp set up?

It uses a one-command setup: run `waggle-mcp init` to get started.

3

Can Waggle Mcp answer temporal queries?

Yes, it supports temporal queries such as "what did we decide last week?".

4

What happens to duplicate facts?

Facts are automatically deduplicated during storage.

5

What type of memory does Waggle Mcp use?

It uses persistent graph memory with typed nodes and semantic embeddings.

Comments

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