Ruflo’s MCP server exposes 313 tools across 31 modules, giving Claude Code, Cursor, Windsurf, and any other MCP-compatible client direct access to agent orchestration, vector memory, swarm coordination, GitHub automation, background workers, lifecycle hooks, and real-time progress tracking — all from within a single registered server. Once registered, every tool appears natively in the client’s tool palette with full schema validation and O(1) lookup.Documentation Index
Fetch the complete documentation index at: https://mintlify.com/ruvnet/ruflo/llms.txt
Use this file to discover all available pages before exploring further.
Tool Categories
| Category | Key Tools | Count |
|---|---|---|
| Coordination | swarm_init, agent_spawn, task_orchestrate | ~50 |
| Monitoring | swarm_status, agent_list, agent_metrics, task_status | ~40 |
| Memory & Neural | memory_usage, neural_status, neural_train, neural_patterns | ~60 |
| GitHub | github_swarm, repo_analyze, pr_enhance, issue_triage, code_review | ~80 |
| Workers | worker/run, worker/status, worker/alerts, worker/history | ~12 |
| Hooks | hooks/pre-*, hooks/post-*, hooks/route, hooks/session-*, hooks/teammate-*, hooks/task-* | ~33 |
| Progress | progress/check, progress/sync, progress/summary, progress/watch | ~4 |
Starting the MCP Server
Register Ruflo once with your client. Themcp start command handles transport negotiation, session management, and tool registration automatically.
Recommended Usage Pattern
The AGENTS.md guide defines a four-step loop that every agent session should follow. Tools are the bookends; you do the real work in the middle.Ruflo is the harness, not the executor. After calling any coordination tool, immediately continue doing your own work. Tool calls return instantly and create records only — they do not run code on your behalf.
Programmatic Usage
Build your own MCP server on top of Ruflo’s transport layer using@claude-flow/mcp. The package has zero @claude-flow/* dependencies, so it stays lightweight in plugin contexts.
Server Characteristics
| Feature | Value |
|---|---|
| MCP spec compliance | 2025-11-25 |
| Startup time | <400ms |
| Tool registration | <10ms per tool |
| Tool lookup | O(1) |
| Connection pool | Max 10 connections, configurable |
| Transports | stdio, HTTP, WebSocket, in-process |
| Session management | Timeout handling, authentication tokens |
| Security | CORS, Helmet, Bearer token auth |
Explore Further
Coordination Tools
swarm_init, agent_spawn, task_orchestrate, and the full swarm lifecycle API.Memory Tools
memory_search, memory_store, neural_train, neural_patterns, and the SONA learning system.Monitoring Tools
swarm_status, agent_list, agent_metrics, task_status, and background worker observability.Claude Code Integration
End-to-end setup guide: register the MCP server, configure hooks, and run your first swarm.
