🧠 Prism MCP — The Mind Palace for AI Agents
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◈ Prism Coder IDE — Ship, Not Just Code
NEW: The full-stack AI-native desktop IDE that combines coding, building, and deploying in one tool. No competitor offers all of this.
| What You Get | Time Saved vs. Traditional |
|---|---|
| 🤖 Agent Mode — autonomous multi-step task execution with diff previews | ~95% |
| 🏗️ Website Builder — 6 templates, section editor, export to HTML/ZIP | ~90% |
| 🎨 Visual Drag & Drop — 11 component types, canvas drop zone, live property editor | ~85% |
| 🔑 Auth & Database — 6 auth providers, table CRUD, RLS, storage buckets | ~90% |
| 🐳 DevContainers — 8 base images, port forwarding, resource limits, Codespaces export | ~80% |
| 📋 Customer Board (HIPAA) — 12-pattern PHI scanner, moderator controls, ticket lifecycle | ~70% |
| 🎨 Media Studio — AI image/video/3D generation, tier-gated quality | ~98% |
| 🚀 One-Click Deploy — Vercel, Netlify, Synalux Cloud, custom server | ~98% |
| 👥 Real-Time Collaboration — multiplayer editing with cursor presence | ~60% |
| 📊 SEO + Analytics — 8-category audit + traffic dashboard | ~99% |
| 🏪 Marketplace — 10-category extension registry, install with one click | ~90% |
| 📋 Workflow Engine — natural language → structured project workflows | ~90% |
| 🔀 Git Integration — branch, stage, commit, push without leaving IDE | ~60% |
| 🌐 12-Language i18n — full UI translation including Arabic RTL | ~100% |
27/27 features — more than any competitor (Cursor: 9, Windsurf: 9, Replit: 12, Bolt: 9).
👉 Full IDE README with screenshots, architecture, and technical details →
Your AI agent forgets everything between sessions. Prism fixes that — then teaches it to think.
Prism v12.0.0 is a true Cognitive Architecture inspired by human brain mechanics. Beyond flat vector search, your agent now forms principles from experience, follows causal trains of thought, and possesses the self-awareness to know when it lacks information. Your agents don't just remember; they learn. With v12.0.0, the entire cognitive pipeline — including ledger compaction, task routing, semantic search, and Agent Infrastructure Resilience — runs 100% on-device or via secure clinical discovery (PubMed/ERIC), backed by prism-coder:7b, a HIPAA-hardened local LLM. No API keys for core features. No data leaves your machine.
npx -y prism-mcp-server
Works with Claude Desktop · Claude Code · Cursor · Windsurf · Cline · Gemini · Antigravity — any MCP client.
https://github.com/dcostenco/prism-mcp/raw/main/docs/prism_mcp_demo.mp4
📖 Table of Contents
- 💳 v12.0.0 Unified Billing & Agent Skill Ecosystem
- 🏗️ v11.6.0 Agent Infrastructure Resilience
- 🔬 v11.5.1 Deep Research Intelligence (Auto-Scholar)
- ⚡ Zero-Search Retrieval (HRR Architecture)
- Why Prism?
- Quick Start
- The Magic Moment
- Setup Guides
- Universal Import: Bring Your History
- What Makes Prism Different
- Cognitive Architecture (v7.8)
- Data Privacy & Egress
- Use Cases
- What's New
- How Prism Compares
- CLI Reference
- Tool Reference
- Environment Variables
- Architecture
- Scientific Foundation
- Milestones & Roadmap
- Troubleshooting FAQ
💳 v12.0.0 Unified Billing & Agent Skill Ecosystem
Prism v12.0.0 unifies Prism and Synalux into a single billing architecture with identical tier pricing and a 14-day free trial on all paid tiers.
Prism Cloud Pricing
| Free | Standard | Advanced | Enterprise | |
|---|---|---|---|---|
| Price | $0/mo | $19/mo | $49/mo | $99/mo |
| Trial | — | 14 days | 14 days | 14 days |
| API Calls | 100/day | 2,000/day | 5,000/day | Unlimited |
| Tools | 5 core | All 17 | All 17 + RBAC | All + custom |
| Agents | Single | Single | Multi-agent | Multi-agent |
| Voice | — | Input/recognition | SOAP dictation | SOAP + custom |
| Integrations | — | Zoom, Stripe, GWS | All + SSO/SAML | |
| Support | Community | Priority | Dedicated SLA | |
| HIPAA BAA | — | — | — | ✅ |
54 Production-Ready Agent Skills
- 10 Super-Skills — Dev Engineering, AI Agent, Sales, Content Creative, PM, Legal, Research Knowledge, Operations CX, Finance, Marketing (compacted 73%: 22K→6K lines)
- 4 Medical Skills —
hipaa-compliance,clinical-documentation,medical-billing-coding,patient-data-privacy - 10 Vendor Skills — Vercel, Supabase, Stripe, Sentry, OpenAI, Addy Osmani, Garry Tan/gstack
- 30+ Community Skills — Installed and optimized from the Gemini ecosystem
📦 Packages:
prism-mcp-server(npm) · Prism Coder IDE (VS Code) ·prismCLI
🏗️ v11.6.0 Agent Infrastructure Resilience
Prism v11.6.0 introduces production-grade agent infrastructure for running multiple AI agents concurrently without resource exhaustion or deadlocks. The new resilience layer includes:
- Serialized Execution Queue (
agent_queue.shv2.0) — Cross-platform file locking via Pythonfcntl.flock(no GNU dependencies) ensures strict mutual exclusion when loading Ollama models, preventing OOM crashes from concurrent model loads. - Memory Guardian Daemon — Background watchdog that proactively monitors RAM pressure and auto-evicts idle models before swap exhaustion occurs.
- Queue Watchdog — Detects and auto-drains hung queue entries (>10 min PID age) to prevent deadlocks in long-running pipelines.
- Unified Status Dashboard (
agent_status.sh) — Color-coded CLI providing real-time visibility into queue depth, guardian health, and Ollama status with--jsonmode for programmatic consumption.
| Component | What It Prevents |
|---|---|
| Serialized Queue | OOM from concurrent model loading |
| Memory Guardian | Swap exhaustion under high memory pressure |
| Queue Watchdog | Deadlocks from zombie queue entries |
| Status Dashboard | Blind spots in infrastructure health |
🧪 Verified: 115/115 tests passing across unit, concurrent, shell integration, mock Ollama, and live stress test suites. v12.0.0 billing tests included.
🔬 v11.5.1 Deep Research Intelligence (Auto-Scholar)
Prism v11.5.1 transforms your AI agent from a "Coder" into a "Clinical Scientist." It features a Tavily-Enhanced Multi-Provider Discovery Pipeline that grounds Gemini 2.5 Flash's thinking in real-world empirical data.
🥊 The Global Benchmarks: Prism v11 vs. Standard RAG
| Feature | Standard AI Memory (Mem0/Zep) | Prism v12.0.0 (Elite Architecture) |
|---|---|---|
| Search Complexity | $O(N)$ or $O(\log N)$ (Scales with data) | **$O(1)$ Zero-Search (Constant time via HRR) ** |
| Discovery Logic | General Web Search (Snippets) | Parallel Academic Discovery (PubMed, ERIC, S2) |
| Reasoning Model | Flat List (Simple Similarity) | ACT-R Spreading Activation (Causal Graph) |
| Privacy Mode | Cloud-First (SaaS) | Local-First (HIPAA-Hardened / Air-Gapped) |
| Intelligence Floor | Generic GPT-4 Advice | Data-Driven Clinical Evidence (62% CI Warnings) |
⚡ Zero-Search Retrieval (HRR Architecture)
Prism features a cutting-edge Zero-Search Retrieval system for its cognitive memory, moving beyond traditional vector databases toward a mathematically direct, $O(1)$ retrieval model.
🧠 What is Zero-Search?
**Zero-Search Retrie