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waggle

v0.1.3

Local graph memory that lets Codex recall project context across sessions.

Codex4 Skills1 MCP serverstdio

By Abhigyan ShekharLicense: Apache-2.01.1k GitHub starsUpdated 14 hours ago

Directory evidence

Runtimes
Codex
Parsed components
5 skill or MCP entries
Source updated
Sep 23, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology

Install waggle for Codex

Installs for the current user
codex plugin marketplace add hashgraph-online/awesome-codex-plugins
codex plugin marketplace upgrade awesome-codex-plugins
codex plugin add waggle@awesome-codex-plugins

Paste and run these commands in a terminal with Codex. They add and refresh the awesome-codex-plugins catalog, then install this plugin.

Compatibility: the page URL and API slug “waggle” remain stable.

  • Codex: waggle@agent-plugin-marketplacewaggle@awesome-codex-plugins

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/hashgraph-online/awesome-codex-plugins

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/Abhigyan-Shekhar/Waggle-mcp/.

Plugin files

plugins/Abhigyan-Shekhar/Waggle-mcp/
├── .codex-plugin/plugin.json
├── skills/waggle-checkpoint/SKILL.md
├── skills/waggle-memory/SKILL.md
├── skills/waggle-prime/SKILL.md
├── skills/waggle-recall/SKILL.md
└── .mcp.json

Included Skills4

waggle-checkpointskills/waggle-checkpoint/SKILL.md

Checkpoint durable decisions, fixes, constraints, results, and open next steps from the current Codex task into scoped Waggle project memory.

waggle-memoryskills/waggle-memory/SKILL.md

Use Waggle automatically as portable, local project memory during meaningful coding work; retrieve prior decisions and constraints, then store only durable outcomes.

waggle-primeskills/waggle-prime/SKILL.md

Prime a Codex task with the most relevant Waggle project history before starting or resuming substantial work.

waggle-recallskills/waggle-recall/SKILL.md

Recall project-scoped Waggle history about a topic, component, decision, bug, experiment, or implementation attempt.

MCP servers1

wagglestdio
command
node
args
./plugins/waggle/bin/waggle-server-launcher.js serve --transport stdio
cwd
./plugins/waggle
env.WAGGLE_BACKEND
sqlite
env.WAGGLE_DB_PATH
~/.waggle/waggle.db
env.WAGGLE_DEFAULT_TENANT_ID
local-default
env.WAGGLE_MODEL
deterministic
env.WAGGLE_STARTUP_MODE
normal
env.WAGGLE_TRANSPORT
stdio

Plugin manifests1

plugins/Abhigyan-Shekhar/Waggle-mcp/.codex-plugin/plugin.json
{
  "name": "waggle",
  "version": "0.1.3",
  "description": "Local graph memory that lets Codex recall project context across sessions.",
  "author": {
    "name": "Abhigyan Shekhar"
  },
  "homepage": "https://wagglemcp.vercel.app",
  "repository": "https://github.com/Abhigyan-Shekhar/Waggle-mcp",
  "license": "Apache-2.0",
  "keywords": [
    "memory",
    "mcp",
    "knowledge-graph",
    "codex"
  ],
  "skills": "./skills/",
  "mcpServers": "./.mcp.json",
  "interface": {
    "displayName": "Waggle",
    "shortDescription": "Project-scoped memory for Codex",
    "longDescription": "Waggle gives Codex local graph memory for project decisions, constraints, preferences, and outcomes across sessions. It runs as a bundled MCP server with SQLite storage, so memory stays on your machine unless you explicitly export or sync it. Website: wagglemcp.vercel.app. Demo: youtu.be/6z5ALzqvtIY.",
    "developerName": "Abhigyan Shekhar",
    "category": "Developer Tools",
    "capabilities": [
      "Local SQLite memory",
      "Project-scoped recall",
      "Cross-session provenance",
      "Portable .abhi archives",
      "Demo: youtu.be/6z5ALzqvtIY",
      "LongMemEval-tested retrieval"
    ],
    "websiteURL": "https://wagglemcp.vercel.app",
    "defaultPrompt": [
      "Remember: Magic Ball chose SQLite so demos work offline.",
      "Recall the Magic Ball privacy rule with provenance.",
      "Show the .abhi archive summary for this project."
    ],
    "brandColor": "#F97316",
    "composerIcon": "./assets/waggle-icon.png",
    "logo": "./assets/waggle-logo.png",
    "logoDark": "./assets/waggle-logo-dark.png",
    "screenshots": [
      "./assets/waggle-magic-ball-real-demo.png"
    ]
  }
}

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[waggle on Agent Plugins Marketplace](https://pluginsmp.com/plugins/waggle)