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Current spec 2026-07-28

ruv-swarm

Spec Support Unverified Publisher unverified Confidence: Good (0.85)

ruv-swarm is an MCP server published by ruvnet; its MCP spec-revision support has not been verified yet. Last verified 2026-08-07.

Does ruv-swarm support the current MCP specification (2026-07-28)?

Undetermined. We have not verified which MCP specification revision ruv-swarm supports (as of 2026-08-07).

Is ruv-swarm a first-party (official) MCP server?

Undetermined. We have not verified the publisher relationship for ruv-swarm (as of 2026-08-07).

How do I connect to ruv-swarm?

ruv-swarm is available via the package npm:ruv-swarm, the official MCP Registry under io.github.ruvnet/ruv-swarm, the source repository at https://github.com/ruvnet/ruv-fann. Authentication: unknown. Transports: stdio.

When were ruv-swarm's facts last verified?

2026-08-07. Each fact on this page links to the sources used to verify it.

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

How widely adopted is ruv-swarm?

Ranked #64 in The MCP 500 with Adoption Index 71.60 (snapshot , methodology v1).

Measurement Value Source
Official MCP Registry yes API ·
npm downloads (weekly) 4,979 API ·
GitHub stars 373 API ·
GitHub forks 107 API ·
Last push 2026-08-09T01:18:46Z API ·
Repository archived no API ·

How was this verified, and what are the sources?

Verified · method: registry-record · confidence 0.85 (Good).

  1. Official MCP Registry record for io.github.ruvnet/ruv-swarm at version 1.0.19 - lists package npm:ruv-swarm and repository https://github.com/ruvnet/ruv-fann - accessed