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Ruv Swarm

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

Connector by ruvnet · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 387
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/ruvnet-ruv-swarm

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

Use cases: agent-orchestration

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
13 read · 7 write · 0 delete · 6 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 26

Read from the source code; the running server may list different tools.

Read 13 · Look things up without changing anything.

  • agent_list
  • agent_metrics
  • daa_cognitive_pattern
  • daa_learning_status
  • daa_performance_metrics
  • features_detect
  • memory_usage
  • neural_patterns
  • neural_status
  • swarm_monitor
  • swarm_status
  • task_results
Show 1 more tools
  • task_status

Write 7 · Create, change, send or run things.

  • benchmark_run
  • daa_agent_adapt
  • daa_agent_create
  • daa_knowledge_share
  • daa_meta_learning
  • daa_workflow_create
  • daa_workflow_execute

Not yet classified 6 · We could not tell from the name and description.

  • agent_spawn
  • daa_init
  • neural_train
  • Reptile
  • swarm_init
  • task_orchestrate

Secrets and settings it asks for

Other settings (environment variables or headers).

  • RUV_SWARM_DB_PATH
  • RUV_SWARM_ENABLE_SIMD
  • RUV_SWARM_LOG_LEVEL

Tools (26)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • agent_list

    List all active agents in the swarm

  • agent_metrics

    Get performance metrics for agents

  • agent_spawn

    Spawn a new agent in the swarm

  • benchmark_run

    Execute performance benchmarks

  • daa_agent_adapt

    Trigger agent adaptation based on feedback

  • daa_agent_create

    Create an autonomous agent with DAA capabilities

  • daa_cognitive_pattern

    Analyze or change cognitive patterns for agents

  • daa_init

    Initialize DAA (Decentralized Autonomous Agents) service

  • daa_knowledge_share

    Share knowledge between autonomous agents

  • daa_learning_status

    Get learning progress and status for DAA agents

  • daa_meta_learning

    Enable meta-learning capabilities across domains

  • daa_performance_metrics

    Get comprehensive DAA performance metrics

  • daa_workflow_create

    Create an autonomous workflow with DAA coordination

  • daa_workflow_execute

    Execute a DAA workflow with autonomous agents

  • features_detect

    Detect runtime features and capabilities

Show 11 more tools
  • memory_usage

    Get current memory usage statistics

  • neural_patterns

    Get cognitive pattern information

  • neural_status

    Get neural agent status and performance metrics

  • neural_train

    Train neural agents with sample tasks

  • Reptile

    Simple meta-learning algorithm for good initialization

  • swarm_init

    Initialize a new swarm with specified topology

  • swarm_monitor

    Monitor swarm activity in real-time

  • swarm_status

    Get current swarm status and agent information

  • task_orchestrate

    Orchestrate a task across the swarm

  • task_results

    Retrieve results from completed tasks

  • task_status

    Check progress of running tasks

Signals

Stars
387
Forks
109
Open issues
37
Contributors
5
Last commit (this folder)
May 23, 2026 (5 months ago)
Last release
Sep 10, 2025 (1 year ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.ruvnet/ruv-swarm
Version
1.0.19
Auth
No auth
Packages
npm ruv-swarm
License
MIT
Repository
github.com/ruvnet/ruv-FANN
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

More from ruvnet

Cite this page

Ruv Swarm MCP server. Agent Mart. https://agentmart.dev/connectors/ruvnet-ruv-swarm (last updated 2026-10-24)