swarmr
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
Overview
4 featuresPurpose: 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
Built with & integrations
- Claude Code
- CLAUDE.md
Trust & compliance
Indexing history
3What PulseGate has recorded for this listing
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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