Who should use swarmmesh-cli?

swarmmesh-cli is an open-source project built for AI agent developers.

Does swarmmesh-cli have a free plan?

Yes — swarmmesh-cli is open source under the MIT license and free to use.

What platforms does swarmmesh-cli run on?

swarmmesh-cli runs on the command line.

Is swarmmesh-cli still active?

The GitHub repository shows 7 commits in the last 90 days.

Who makes swarmmesh-cli?

swarmmesh-cli is developed by Rudrendu Paul.

How long has swarmmesh-cli been around?

swarmmesh-cli first shipped in 2026.

Is swarmmesh-cli open source?

Yes — swarmmesh-cli is open source under the MIT license, developed on GitHub.

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swarmmesh-cli

Name: swarmmesh-cli
Author: Rudrendu Paul

PyPIInfrastructure

swarmmesh-cli is a shared-context and memory coordination server accompanied by a CLI for swarms of parallel AI agents. It implements the SwarmMesh v1 protocol over HTTP, WebSocket, and MCP. The tool enables agents to share state and coordinate actions efficiently in multi-agent systems. It is built with FastAPI and is ideal for developers building complex agent swarms.

Open SourceMITCLI

Visit PyPI

Overview

5 features

swarmmesh-cli sits in PulseGate's AI & ML category. It focuses on coordinating shared context and memory across multiple parallel AI agents in a swarm without a centralized coordination layer. It is built as an open-source project for AI agent developers. swarmmesh-cli is open source under the MIT license. It runs on the command line.

Rudrendu Paul builds and maintains swarmmesh-cli, and it first shipped in 2026. The project is developed in the open on GitHub with 7 commits in the last 90 days. Among its 5 catalogued features are Shared Context, Memory Coordination, and Multi-Agent Orchestration. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

Shared Context
Memory Coordination
Multi-Agent Orchestration
WebSocket Support
MCP Protocol

Built with & integrations

Connectors

MCP

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed4 Aug · 03:06 UTC
swarmmesh-cli verified against its public source
Source: PulseGate · Open

Frequently asked questions about swarmmesh-cli

What is swarmmesh-cli?: Swarmmesh-cli focuses on coordinating shared context and memory across multiple parallel AI agents in a swarm without a centralized coordination layer. It is catalogued under AI & ML on PulseGate.
Who should use swarmmesh-cli?: swarmmesh-cli is an open-source project built for AI agent developers.
Does swarmmesh-cli have a free plan?: Yes — swarmmesh-cli is open source under the MIT license and free to use.
What platforms does swarmmesh-cli run on?: swarmmesh-cli runs on the command line.
Is swarmmesh-cli still active?: The GitHub repository shows 7 commits in the last 90 days.
Who makes swarmmesh-cli?: swarmmesh-cli is developed by Rudrendu Paul.
How long has swarmmesh-cli been around?: swarmmesh-cli first shipped in 2026.
Is swarmmesh-cli open source?: Yes — swarmmesh-cli is open source under the MIT license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 4 Aug 2026
Built for: AI agent developers
Model: Open source
Solves: Coordinating shared context and memory across multiple parallel AI agents in a swarm without a centralized coordination layer.

Registered as

GitHub: RudrenduPaul/swarmmesh
PyPI: swarmmesh-cli

Developer

Rudrendu Paul

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 4 Aug 2026
Commits 90d: 7
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: python-v0.1.0 · 4 Aug 2026

Live coverage

Identity confidence: Low · 64
Indexed: 4 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 4 Aug 2026

Identity audit (13)

Slug: swarmmesh-cli-pypi-org
Lifecycle state recorded: 4 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 4 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 4 Aug 2026
Canonical URL: https://pypi.org/project/swarmmesh-cli

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