Who is waggle-mcp for?

waggle-mcp is an open-source project built for AI developers.

Does waggle-mcp have a free plan?

Yes — waggle-mcp is open source under the Apache-2.0 license and free to use.

What platforms does waggle-mcp run on?

waggle-mcp runs on the web and the command line. It can also be self-hosted.

Is waggle-mcp still maintained?

The GitHub repository shows 672 commits in the last 90 days.

What are alternatives to waggle-mcp?

Similar projects tracked by PulseGate include link-mcp, wwa-mcp, and Wireshark-MCP.

Is waggle-mcp open source?

Yes — waggle-mcp is open source under the Apache-2.0 license, developed on GitHub.

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waggle-mcp

github.comInfrastructure

MCP server that gives LLMs persistent graph-structured memory

Open SourceApache-2.0WebCLISelf-hosted

Visit github.com

19stars

84forks

4features

2026since

Overview

4 features

In the AI space, waggle-mcp takes a focused approach. It focuses on enabling LLMs to maintain persistent, structured memory across sessions using MCP. waggle-mcp is an open-source project aimed at AI developers. The project is open source (Apache-2.0). It ships for the web and the command line, and it can be self-hosted.

waggle-mcp first shipped in 2026. Development happens publicly on GitHub with 19 stars and 672 commits in the last 90 days. Among its 4 catalogued features are MCP server, graph-structured memory, and LLM integration. It exposes integrations via an MCP server.

MCP server
Graph-structured memory
LLM integration
Persistent context

Built with & integrations

AI providers

anthropicopenai

Connectors

MCP

Runs on

BrowserCLISelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHub · ★ 19Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed16 Jun · 04:11 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about waggle-mcp

What is waggle-mcp?: Waggle-mcp focuses on enabling LLMs to maintain persistent, structured memory across sessions using MCP. It is catalogued under AI on PulseGate.
Who is waggle-mcp for?: waggle-mcp is an open-source project built for AI developers.
Does waggle-mcp have a free plan?: Yes — waggle-mcp is open source under the Apache-2.0 license and free to use.
What platforms does waggle-mcp run on?: waggle-mcp runs on the web and the command line. It can also be self-hosted.
Is waggle-mcp still maintained?: The GitHub repository shows 672 commits in the last 90 days.
What are alternatives to waggle-mcp?: Similar projects tracked by PulseGate include link-mcp, wwa-mcp, and Wireshark-MCP.link-mcp wwa-mcp Wireshark-MCP
When did waggle-mcp launch?: waggle-mcp first shipped in 2026.
Is waggle-mcp open source?: Yes — waggle-mcp is open source under the Apache-2.0 license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 19
License: Apache-2.0
Built for: AI developers
Model: Open source
Solves: Enabling LLMs to maintain persistent, structured memory across sessions using MCP.

Registered as

GitHub: Abhigyan-Shekhar/Waggle-mcp
PyPI: waggle-mcp

Developer

Abhigyanshekhar

Community-driven

GitHub

Open source

View on GitHub

Stars: 19
Forks: 84
Open issues: 181
Last commit: 15 Jun 2026
Commits 90d: 672
Contributors: 43
Authorship: Community-driven
Default branch: main
Latest release: v0.1.15 · 7 May 2026

Index record

Identity confidence: Medium · 77.4
Indexed: 16 Jun 2026
Lifecycle: Alive
Last seen: 16 Jun 2026

Identity audit (12)

Slug: waggle-mcp-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 16 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by the 2026 taxonomy migration.
Summary from: Taken from the package registry entry.
Languages from: Detected by a language model from page content.
Canonical URL: https://github.com/Abhigyan-Shekhar/Waggle-mcp

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