Welcome to Bootspring
Bootspring is a powerful developer productivity platform that supercharges AI-assisted development with intelligent context, expert agents, and production-ready code patterns.
What is Bootspring?
Bootspring provides your AI assistant with:
- 43 Expert Agents - Technical and business specialists for every need
- 100+ Code Patterns - Production-ready snippets across 21 categories
- 23 Built-in Workflows - End-to-end development and business playbooks
- 81 CLI Commands - Powerful automation tools
- 40 MCP Tools - Direct AI assistant integration (23 Bootspring + 17 DevTools)
- 12 Intelligence Tools - Knowledge graph, AI code review, self-healing builds, multi-model routing, and more via REST API
- Swarm Intelligence - Multi-agent orchestration with 5 topologies, consensus voting, GOAP planning
- Multi-Model Support - Model-per-agent assignment, benchmarking, fallback chains, Ollama local models
Why Bootspring?
| Without Bootspring | With Bootspring |
|---|---|
| Generic AI responses | Expert-level guidance from 36 specialists |
| No project context | Full codebase awareness via CLAUDE.md |
| Manual quality checks | Automated quality gates |
| Writing code from scratch | 100+ production-ready patterns |
| Figuring it out alone | Workflow packs guide every step |
Quick Start
What's New in v3.0
- Swarm Intelligence — Multi-agent orchestration with 5 topologies, consensus voting, vector memory, GOAP goal planning, and adaptive self-healing
- Multi-Model Deep Integration — Assign models per-agent, benchmark performance, create fallback chains, run local models via Ollama
- Automatic Memory Recall — Passive per-turn vector search injects relevant memories into agent context without explicit tool calls
- File-Conflict Detection — Real-time notification when swarm agents write to files other agents have read
- Structure-Aware Search — Code search returning enclosing function/class context for each match (TypeScript, Python, Rust, Go)
- Federation — Cross-node swarm coordination with JWT auth, task migration, distributed consensus
- Multi-Channel Gateway — Route messages from Slack, Discord, WhatsApp through NLU to agents
- Always-On Daemon — Background file watcher + periodic quality checks with pattern detection
- Structured Memory — Hybrid vector + BM25 search, 8 categories, daily digests, timeline queries
- Plugin Registry — Install/manage plugins with dependency resolution and manifest validation
- Session Queues — Priority-based per-session message queues with dead-letter handling
- WebSocket Live Dashboard — Real-time multiplayer swarm visibility with shared cursors
- Visual Workflow Builder — Drag-and-drop DAG editor with GOAP import/export
- AI Code Gen Pipelines — Autonomous multi-step code generation with review gates
- 9,493 tests passing across 352 test files with all release gates green
Key Features
Expert Agents (36 Total)
Technical Agents (12)
- Database, Security, Frontend, Backend, API, Testing
- DevOps, Architecture, Performance, UI/UX, Code Review, AI Integration
Platform Agents (5)
- Vercel, Railway, Auth, Payment, Email
Data & Monitoring (3)
- Data Modeling, Monitoring, Research
Language & Framework Agents (14)
- React, Next.js, Vue, Svelte, Angular, TypeScript
- Node, Python, Go, Rust, Java, Kotlin, Swift, Flutter
Business Agents (12)
- Business Strategy, Financial, Fundraising, Growth, Marketing, Sales
- Legal, Investor Relations, Private Equity, Partnerships, Operations, Competitive Analysis
Code Patterns (100+ Total)
Organized into 21 categories:
| Category | Patterns | Examples |
|---|---|---|
| UI | 13 | Forms, modals, tables, navigation, tooltips |
| Database | 9 | Prisma, queries, migrations, pooling |
| API | 9 | REST, GraphQL, validation, rate limiting |
| Testing | 9 | Unit, integration, E2E, mocking |
| Auth | 6 | JWT, NextAuth, OAuth, Sessions, RBAC |
| Security | 7 | CSRF, encryption, audit logging |
| AI | 7 | OpenAI, embeddings, RAG, streaming |
| Payments | 6 | Stripe, subscriptions, webhooks |
| Performance | 5 | Caching, lazy loading, optimization |
| + 12 more | 29 | State, email, deployment, utils... |
Workflow Packs (6 Total)
Seed Pack - From idea to MVP
- Problem validation, business model canvas, PRD, technical architecture, MVP build
Launch Pack - Ship your product successfully
- Pre-launch checklist, landing pages, waitlist, launch day plan, post-launch optimization
Fundraising Pack - Raise your round
- Readiness assessment, pitch deck, investor targeting, pitching frameworks, term sheets
Growth Pack - Scale with data
- Product-market fit, SaaS metrics, acquisition channels, retention, expansion revenue
Enterprise Pack - Win enterprise deals
- Enterprise readiness, RBAC, enterprise sales, security and compliance
Business Pack - Build a fundable, scalable business
- Business model, financial modeling, team building, operations, legal, board governance
Documentation Sections
Getting Started
Install, configure, and start using Bootspring in minutes.
Expert Agents
Meet all 36 expert agents and learn how to invoke them.
Code Patterns
Browse 100+ production-ready patterns by category.
Workflow Packs
End-to-end business playbooks for launch, fundraising, growth, and enterprise.
MCP Tools
Direct tool access for AI assistants via MCP protocol.
CLI Reference
Complete documentation for all 81 CLI commands.
Tools API
12 intelligence modules — knowledge graph, code review, self-healing, multi-model routing, context optimization, and more.
Swarm Intelligence
Multi-agent orchestration, vector memory, goal planning, multi-model assignment, file-conflict detection, and structure-aware search.
REST API
Full REST API reference for programmatic access.
Compatibility
Bootspring works with any MCP-compatible client:
- Claude Code - Terminal CLI (recommended)
- Claude Desktop - Native app
- Cursor - AI-first editor
- VS Code - With MCP extensions
- Codex CLI - OpenAI terminal agent
- And 500+ more - Any MCP client