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swarmr

PyPIInfrastructure

PulseGate's liveness check found it on 3 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 3 Oct 2026. How this is checked

swarmr is an open-source Python package for assembling teams of domain-specialist AI agents. It exposes those teams through the Model Context Protocol and a terminal CLI for developer workflows.

Inferred · not functionally tested

Open SourceCLIAPISelf-hosted
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Overview

4 features

Purpose: Coordinating specialized AI agents for complex tasks through a reusable team and command-line interface.

Inferred · not functionally tested

Audience: developers building or operating AI agent workflows

Inferred · not functionally tested

Functions: agents, workflow_automation, code_generation

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Open Source · platforms: CLI · deployment: cli, api_only, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

swarmr is a Multi-agent & orchestration project. Inferred · not functionally tested: It focuses on coordinating specialized AI agents for complex tasks through a reusable team and command-line interface. Inferred · not functionally tested: It is built as an open-source project for developers building or operating AI agent workflows. Basis unknown · not verified: swarmr is open source under the Open Source license. Basis unknown · not verified: It runs on the command line and API, and it can be self-hosted.

It is developed by codectl, and it first shipped in 2026. Development happens publicly on GitHub with 10 commits in the last 90 days. Inferred · not functionally tested: Among its 4 catalogued features are agent teams, domain specialists, and MCP exposure. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

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

Tasks: Inferred · not functionally tested

  • Agent teams
  • Domain specialists
  • MCP exposure
  • Terminal CLI

Topics: Inferred · not functionally tested

Tags
multi-agent-teamsdomain-specialistsmcp-serverterminal-cli
AI capabilities
TextCodeMultimodal
Inference: Cloud API

JSON profile · Text profile · Access guide

Built with & integrations

Written with
Claude Code
Connectors
MCP
Runs on
CLIAPI-onlySelf-hosted
Written with — evidence
Claude Code
CLAUDE.md

Trust & compliance

License
Open Source
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

3

What PulseGate has recorded for this listing

  1. Indexed3 Oct · 12:21 UTC
    swarmr seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed3 Oct · 11:00 UTC
    swarmr seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed3 Oct · 10:28 UTC
    swarmr seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about swarmr

What is swarmr?
Inferred · not functionally tested: Swarmr focuses on coordinating specialized AI agents for complex tasks through a reusable team and command-line interface. It is catalogued under Multi-agent & orchestration on PulseGate.
Who is swarmr for?
Inferred · not functionally tested: swarmr is an open-source project built for developers building or operating AI agent workflows.
Does swarmr have a free plan?
Basis unknown · not verified: Yes — swarmr is open source under the Open Source license and free to use.
What platforms does swarmr run on?
Basis unknown · not verified: swarmr runs on the command line and API. It can also be self-hosted.
Is swarmr still maintained?
PulseGate's liveness check found it on 3 Oct 2026. Its GitHub repository shows 10 commits in the last 90 days.
What are alternatives to swarmr?
Similar projects tracked by PulseGate include SwarmClaw, Agent Swarm, and Swarms AI.SwarmClawAgent SwarmSwarms AI
Who makes swarmr?
swarmr is developed by codectl.
How long has swarmr been around?
swarmr first shipped in 2026.

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