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The Model Context Protocol ecosystem, verified

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 2026-08-25.

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 2026-08-25).

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

Undetermined. We have not verified the publisher relationship for ruv-swarm (as of 2026-08-25).

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?

2026-08-25. 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 #88 in The MCP 500 with Adoption Index 56.10 (snapshot , methodology v1).

Measurement Value Source
Official MCP Registry yes API ·
Docker MCP Catalog no API ·
npm downloads (weekly) 2,169 API ·
GitHub stars 380 API ·
GitHub forks 107 API ·
Last push 2026-08-09T01:18:46Z API ·
Repository archived no API ·

Repository and package signals for ruv-swarm

Measured directly from the source registries, not asserted from a document. Each figure carries the date it was read; none of it affects the verified spec status above.

Repository as of

Created
Open issues
36
Primary language
Rust
License (repository)
MIT
Continuous integration
Present
Tests
Present
Security policy
None

Package (npm) as of

Latest version
1.0.20
Last published
First published
Releases
17
License (package)
MIT OR Apache-2.0
Maintainers
1
Direct dependencies
3
Unpacked size
2.1 MB
Registry signature
Signed
Build provenance
No attestation

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
  2. ruvnet/ruv-FANN ruv-swarm README - claims "Full Model Context Protocol compliance with 16 tools" without naming a revision; MCP docs set (MCP_USAGE, MCP_IMPLEMENTATION, MCP_RESOURCES) also names none - accessed
  3. npm registry, ruv-swarm - latest 1.0.20 published 2025-09-10; dependencies ws, uuid, better-sqlite3; no MCP SDK dependency - accessed