io.github.ruvnet/ruv-swarm

MCPcommunity
v1.0.19io.github.ruvnetUnknownUpdated 1y agonpmGitHub

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

What if every task, every file, every function could truly think? Just for a moment. No LLM required. That's what ruv-swarm makes real. ruv-swarm lets you spin up ultra-lightweight custom neural networks that exist just long enough to solve the problem. Tiny purpose-built brains dedicated to solving very specific challenges. Think particular coding structures, custom communications, trading…

Works in
ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

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378GitHub stars
107Forks
1y agoLast update
Package
Authorio.github.ruvnet
LicenseUnknown
Version1.0.19
Sourcemcp-registry
npmruv-swarm
GitHubruvnet/ruv-FANN
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/20
→ Publisher: run `forge publish` from the package repo to claim ownership
—Ed25519 publish signature+0/5
→ Included automatically when the publisher runs `forge publish`
—Domain verification+0/5
→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
—npm Trusted Publishing (Sigstore)+0/5
→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo
—npm maintainer match+0/5
→ Earned once your identity is verified above and that login is an npm maintainer of this package
✓CVE scan · clean+30/30
✓Static analysis · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
Dependencies29 resolved · 1 with advisories
Tool surface28 tools · 2 privileged
Security scan✓ Cleanv1.0.20 · 3mo agoHow well does this scan work?
MODERATEuuid@9.0.1uuid: Missing buffer bounds check in v3/v5/v6 when buf is provided
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

28 tools · 2 privileged
Statically extracted from the published packagev1.0.20 · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

daa_initNo description published

This tool published no description. Forge does not invent one.

daa_agent_createNo description published

This tool published no description. Forge does not invent one.

daa_agent_adaptNo description published

This tool published no description. Forge does not invent one.

daa_workflow_createNo description published

This tool published no description. Forge does not invent one.

daa_workflow_executeprivilegedNo description published

This tool published no description. Forge does not invent one.

daa_knowledge_shareNo description published

This tool published no description. Forge does not invent one.

daa_learning_statusNo description published

This tool published no description. Forge does not invent one.

daa_cognitive_patternNo description published

This tool published no description. Forge does not invent one.

daa_meta_learningNo description published

This tool published no description. Forge does not invent one.

daa_performance_metricsNo description published

This tool published no description. Forge does not invent one.

swarm_initNo description published

This tool published no description. Forge does not invent one.

swarm_statusNo description published

This tool published no description. Forge does not invent one.

swarm_monitorNo description published

This tool published no description. Forge does not invent one.

agent_spawnprivilegedNo description published

This tool published no description. Forge does not invent one.

agent_listNo description published

This tool published no description. Forge does not invent one.

agent_metricsNo description published

This tool published no description. Forge does not invent one.

task_orchestrateNo description published

This tool published no description. Forge does not invent one.

task_statusNo description published

This tool published no description. Forge does not invent one.

task_resultsNo description published

This tool published no description. Forge does not invent one.

benchmark_runNo description published

This tool published no description. Forge does not invent one.

features_detectNo description published

This tool published no description. Forge does not invent one.

memory_usageNo description published

This tool published no description. Forge does not invent one.

neural_statusNo description published

This tool published no description. Forge does not invent one.

neural_trainNo description published

This tool published no description. Forge does not invent one.

neural_patternsNo description published

This tool published no description. Forge does not invent one.

pool_healthNo description published

This tool published no description. Forge does not invent one.

pool_statsNo description published

This tool published no description. Forge does not invent one.

persistence_statsNo description published

This tool published no description. Forge does not invent one.

0 of 28 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

What if every task, every file, every function could truly think? Just for a moment. No LLM required. That's what ruv-swarm makes real. ruv-swarm lets you spin up ultra-lightweight custom neural networks that exist just long enough to solve the problem. Tiny purpose-built brains dedicated to solving very specific challenges. Think particular coding structures, custom communications, trading optimization - neural networks built on the fly just for the task they need to exist for, long enough to…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

28 tools · 2 privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

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