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stiege/swarm-mcp

Score: 51.3 Rank #61

Orchestrate parallel Claude agent workloads via Docker containers — MCP server with functional combinators, free monad pipelines, and monadic refs

Overview

stiege/swarm-mcp is a Python MCP server licensed under MIT. Orchestrate parallel Claude agent workloads via Docker containers — MCP server with functional combinators, free monad pipelines, and monadic refs

Ranked #61 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 3

3 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

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Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

From the README

# swarm-mcp

**Orchestrate parallel Claude agent workloads via Docker containers.**

swarm-mcp is an MCP server that lets your Claude session spawn other Claude agents — each in an isolated Docker container — and compose their results using functional combinators. Instead of one agent doing everything, you describe the work as `run`, `par`, `map`, `chain`, `reduce`, and `pipeline` calls, and swarm-mcp handles container lifecycle, resource scheduling, and result plumbing. The agent outputs are lazy refs (metadata on the wire, text on disk) so you never blow up the MCP protocol with megabytes of agent output.

---

## Why swarm-mcp?

- **True Docker isolation per agent.** Every agent gets its own container with its own filesystem, network policy, memory limit, and CPU quota. No shared state leaks between agents. A rogue `rm -rf /` in one container doesn't touch anything else.

- **Monadic ref architecture (lazy by default).** Combinators return refs — small JSON objects with metadata (co
Read full README on GitHub →
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