Model Context Protocol · By ruvnet

Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooksexplain

ruvnet/ruflo

Pathfinder traversal of the knowledge graph starting from a seed entity

ruvnet/ruflo

Run an Anthropic Claude Managed Agent — a cloud agent harness (container + filesystem + tools), the cloud counterpart of the local wasm-agent runtime

ruvnet/ruflo

Ingest and normalize market data into OHLCV vectors with HNSW indexing

ruvnet/ruflo

Detect and classify candlestick patterns from ingested OHLCV data

ruvnet/ruflo

Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search

ruvnet/ruflo

SOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weighting

ruvnet/ruflo

Validate pending migrations for foreign key consistency, rollback safety, and best practices

ruvnet/ruflo

One-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code

ruvnet/ruflo

Generate a new song from a creative brief (genre, mood, language, BPM, theme) via the cogmusic MCP createproduction tool

ruvnet/ruflo

Train SONA + MicroLoRA neural patterns from successful task completions; runs the DISTILL + CONSOLIDATE phases of the 4-step pipeline

ruvnet/ruflo

Aggregate and display system metrics with anomaly detection for a time period

ruvnet/ruflo

Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations

ruvnet/ruflo

Run the SPARC Pseudocode and Architecture phases (2 and 3) — write algorithm pseudocode, design module boundaries and API contracts, then implement

ruvnet/ruflo

Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memory

ruvnet/ruflo

Generate embeddings via npx ruvector@0.2.25 embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index

ruvnet/ruflo

Vector search via embeddings (large-scale HNSW) and ruvllmhnsw (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reduction

ruvnet/ruflo

First-run setup for ruvector@0.2.25 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via doctor

ruvnet/ruflo

Author a workflow — either an MCP workflow template (persisted, lifecycle) or a native .claude/workflows/.js orchestration script (agent/parallel/pipeline fan-out)

ruvnet/ruflo

Run a workflow — drive an MCP workflow lifecycle (execute/pause/resume/cancel) or invoke + resume a native .claude/workflows/.js orchestration via the Workflow tool

ruvnet/ruflo

Run full security scans on the codebase using Ruflo security tools.

ruvnet/ruflo

Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy.

ruvnet/ruflo

Publish a generated harness to npm — runs the smoke test, signs the witness manifest, and dispatches npm publish --provenance from your tagged release.

ruvnet/metaharness

Release-readiness umbrella check for a scaffolded harness — runs doctor, witness verify, hardcoded-path scan, MCP server config, and GCP Secret Manager validation in one shot.

ruvnet/metaharness

Analyze git diffs for risk scoring, reviewer recommendations, and change classification.

ruvnet/ruflo

Advanced git workflows with branch management, conflict resolution, and PR lifecycle

ruvnet/ruflo

Static security scan of a harness's declared MCP surface via harness mcp-scan {path}.

ruvnet/ruflo

Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation

ruvnet/ruflo

Run a ruflo swarm agent on the user's own ruOS cloud desktop through the tenant-authenticated fleet MCP, stream its output, and record it in ruflo's swarm state.

ruvnet/ruflo

Manage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfer

ruvnet/ruflo

Scan inputs for prompt injection, unsafe content, and adversarial attacks using AIDefence.

ruvnet/ruflo

Run a historical backtest using npx neural-trader with Rust/NAPI engine (8-19x faster) and walk-forward validation; Ed25519-sign the result for paper→live tamper evidence (ADR-126 Phase 4)

ruvnet/ruflo

Generate trading signals using npx neural-trader anomaly detection engine with Z-score scoring and neural prediction

ruvnet/ruflo

Generate and maintain documentation with drift detection. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan

ruvnet/ruflo

Format prompts for different LLM providers with chat templates and HNSW-powered context retrieval

ruvnet/ruflo

Define and manage cognitive patterns for agent reasoning and decision-making

ruvnet/ruflo

Create and adapt Dynamic Agentic Architecture agents that learn and evolve

ruvnet/ruflo

Enterprise-review-grade threat model from harness threat-model {path}.

ruvnet/ruflo

Configure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation

ruvnet/ruflo

Extract MIDI/score from an existing production. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Run 4-stem separation (vocals/drums/bass/other) on an existing production

ruvnet/ruflo

Detect and flag personally identifiable information (PII) in text, code, and configurations.

ruvnet/ruflo

Persist and restore agent sessions across conversations with state snapshots

ruvnet/ruflo

Create and manage sandboxed WASM agents for isolated code execution

ruvnet/ruflo

Browse, publish, and install WASM agents from the community gallery

ruvnet/ruflo

Run an autonomous /loop iteration -- check progress, work on next task, schedule next wake

ruvnet/ruflo

Use learned patterns and current state to predict the optimal next action

ruvnet/ruflo