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Waggle MCP Server

Developer ToolsModerate5.5MCP RegistryLocal
Free

Server data from the Official MCP Registry

Persistent graph-backed conversational memory for AI agents.

About

Persistent graph-backed conversational memory for AI agents.

Security Report

5.5
Moderate5.5Moderate Risk

Valid MCP server (1 strong, 1 medium validity signals). 5 known CVEs in dependencies (0 critical, 4 high severity) Package registry verified. Imported from the Official MCP Registry.

7 files analyzed · 6 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

file_system

Check that this permission is expected for this type of plugin.

env_vars

Check that this permission is expected for this type of plugin.

database

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What You'll Need

Set these up before or after installing:

Transport mode for the MCP server.Optional

Environment variable: WAGGLE_TRANSPORT

Backend database type: sqlite for local use or neo4j for service deployments.Optional

Environment variable: WAGGLE_BACKEND

Path to the SQLite memory database when WAGGLE_BACKEND is sqlite.Optional

Environment variable: WAGGLE_DB_PATH

Default tenant ID for local or shared memory isolation.Optional

Environment variable: WAGGLE_DEFAULT_TENANT_ID

Sentence-transformers model used for local embeddings.Optional

Environment variable: WAGGLE_MODEL

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-abhigyan-shekhar-waggle-mcp": {
      "env": {
        "WAGGLE_MODEL": "your-waggle-model-here",
        "WAGGLE_BACKEND": "your-waggle-backend-here",
        "WAGGLE_DB_PATH": "your-waggle-db-path-here",
        "WAGGLE_TRANSPORT": "your-waggle-transport-here",
        "WAGGLE_DEFAULT_TENANT_ID": "your-waggle-default-tenant-id-here"
      },
      "args": [
        "waggle-mcp"
      ],
      "command": "uvx"
    }
  }
}

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