Who should use waggle-mcp?

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 active?

PulseGate's automated liveness checks currently classify waggle-mcp as active. The GitHub repository shows 672 commits in the last 90 days.

What tools are similar to waggle-mcp?

Similar tools 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.

PulseGatePost-LLM software, agents & workflows market (since 2022)

Back to results

waggle-mcp

github.comInfrastructure

MCP server that gives LLMs persistent graph-structured memory

Open SourceApache-2.0

WebCLISelf-hosted

Visit github.com

stars

forks

features

2026

since

Overview

4 features

waggle-mcp sits in PulseGate's AI & ML category. 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). The product ships for the web and the command line, and it can be self-hosted.

waggle-mcp first shipped in 2026. The project is developed in the open on GitHub with 19 stars and 672 commits in the last 90 days. Across PulseGate's embedding index, waggle-mcp has few near neighbours, marking it as relatively distinct. 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

AI capabilities

StructuredWeights: Open

Built with & integrations

AI providers: anthropicopenai
Connectors: MCP
Runs on: BrowserCLISelf-hosted

Trust & compliance

LicenseApache-2.0

Verified signals

HTTPS Open Source GitHub · ★ 19 Active maintenance

Recent events

Latest indexed changes and source events

IndexedJun 16, 4:11 AM
pypi.org discovered by the PulseGate indexer
Source: PulseGate indexerOpen ↗

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 & ML on PulseGate.
Who should use waggle-mcp?: 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 active?: PulseGate's automated liveness checks currently classify waggle-mcp as active. The GitHub repository shows 672 commits in the last 90 days.
What tools are similar to waggle-mcp?: Similar tools tracked by PulseGate include link-mcp, wwa-mcp, and Wireshark-MCP.link-mcp wwa-mcp Wireshark-MCP See all 23 alternatives
How long has waggle-mcp been around?: 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
First seen: May 26, 2026
Activity: 🟢 Active
Status: 🟢 Active
Built for: AI developers
Model: Open source
Solves: Enabling LLMs to maintain persistent, structured memory across sessions using MCP.

Developer

Abhigyanshekhar

Community-driven

GitHub

Open source

View on GitHub →

⭐ Stars: 19
🍴 Forks: 84
Open issues: 181
Last commit: 4w ago
Commits 90d: 672
Contributors: 43
Authorship: Community-driven
Default branch: main
Latest release: v0.1.15 · 2mo ago

PulseGate index

Confidence: Medium · 77
Indexed: Jun 16, 2026
Lifecycle: Alive
Activity: Active
First seen: May 2026
Last seen: 4w ago
Freshness: Unknown

Identity audit (9)

Entity ID: cmqg4mp2v0vcvgynza7j4ylnl
Slug: waggle-mcp-pypi-org
Verification state: Indexed for public listing
Claim / listing state: Unclaimed · listed: yes
Index status: Included in index
Latest evidence snapshot: Jun 16, 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Last updated: Jun 17, 2026
Canonical URL: https://github.com/Abhigyan-Shekhar/Waggle-mcp

Similar apps

Other apps tracked under the same category.

See 23 alternatives to waggle-mcp

Back to results

waggle-mcp

github.comInfrastructure

MCP server that gives LLMs persistent graph-structured memory

Open SourceApache-2.0

WebCLISelf-hosted

Visit github.com

stars

forks

features

2026

since

Overview

4 features

MCP server
Graph-structured memory
LLM integration
Persistent context

AI capabilities

StructuredWeights: Open

Built with & integrations

AI providers: anthropicopenai
Connectors: MCP
Runs on: BrowserCLISelf-hosted

Trust & compliance

LicenseApache-2.0

Verified signals

HTTPS Open Source GitHub · ★ 19 Active maintenance

Recent events

Latest indexed changes and source events

IndexedJun 16, 4:11 AM
pypi.org discovered by the PulseGate indexer
Source: PulseGate indexerOpen ↗

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 & ML on PulseGate.
Who should use waggle-mcp?: 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 active?: PulseGate's automated liveness checks currently classify waggle-mcp as active. The GitHub repository shows 672 commits in the last 90 days.
What tools are similar to waggle-mcp?: Similar tools tracked by PulseGate include link-mcp, wwa-mcp, and Wireshark-MCP.link-mcp wwa-mcp Wireshark-MCP See all 23 alternatives
How long has waggle-mcp been around?: 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
First seen: May 26, 2026
Activity: 🟢 Active
Status: 🟢 Active
Built for: AI developers
Model: Open source
Solves: Enabling LLMs to maintain persistent, structured memory across sessions using MCP.

Developer

Abhigyanshekhar

Community-driven

GitHub

Open source

View on GitHub →

⭐ Stars: 19
🍴 Forks: 84
Open issues: 181
Last commit: 4w ago
Commits 90d: 672
Contributors: 43
Authorship: Community-driven
Default branch: main
Latest release: v0.1.15 · 2mo ago

PulseGate index

Confidence: Medium · 77
Indexed: Jun 16, 2026
Lifecycle: Alive
Activity: Active
First seen: May 2026
Last seen: 4w ago
Freshness: Unknown

Identity audit (9)

Entity ID: cmqg4mp2v0vcvgynza7j4ylnl
Slug: waggle-mcp-pypi-org
Verification state: Indexed for public listing
Claim / listing state: Unclaimed · listed: yes
Index status: Included in index
Latest evidence snapshot: Jun 16, 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Last updated: Jun 17, 2026
Canonical URL: https://github.com/Abhigyan-Shekhar/Waggle-mcp

Similar apps

Other apps tracked under the same category.

See 23 alternatives to waggle-mcp

waggle-mcp

Overview

Tags

AI capabilities

Built with & integrations

Trust & compliance

Recent events

Frequently asked questions about waggle-mcp

At a glance

Developer

Open source

PulseGate index

Similar apps

waggle-mcp

Overview

Tags

AI capabilities

Built with & integrations

Trust & compliance

Recent events

Frequently asked questions about waggle-mcp

At a glance

Developer

Open source

PulseGate index

Similar apps