prism-coder
by dcostenco
The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, persistent memory, multi-agent Hivemind and visual dashboard. Zero API keys required.
131stars
22forks
TypeScript
Added 4/29/2026
AI Agentsagent-memoryai-agentanti-sycophancycognitive-architecturehebbian-learninghipaalocal-firstlocal-llmmcpmcp-servermind-palacemodel-context-protocolollamaprism-codersemantic-searchspreading-activationsqlitesupabasetypescriptvector-search
Installation
# Add to your Claude Code skills
git clone https://github.com/dcostenco/prism-coderπ§ Prism MCP β The Mind Palace for AI Agents
π Translate: English Β· EspaΓ±ol Β· FranΓ§ais Β· PortuguΓͺs Β· RomΓ’nΔ Β· Π£ΠΊΡΠ°ΡΠ½ΡΡΠΊΠ° Β· Π ΡΡΡΠΊΠΈΠΉ Β· Deutsch Β· ζ₯ζ¬θͺ Β· νκ΅μ΄ Β· δΈζ Β· Ψ§ΩΨΉΨ±Ψ¨ΩΨ©
β Prism Coder IDE β 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 | |---|:---:| | π€ Agent Mode β autonomous multi-step task execution with diff previews | ~95% | | ποΈ Website Builder β 6 templates, section editor, export to HTML/ZIP | ~90% | | π¨ Visual Drag & Drop β 11 component types, canvas drop zone, live property editor | ~85% | | π Auth & Database β 6 auth providers, table CRUD, RLS, storage buckets | ~90% | | π³ DevContainers β 8 base images, port forwarding, resource limits, Codespaces export | ~80% | | π Customer Board (HIPAA) β 12-pattern PHI scanner, moderator controls, ticket lifecycle | ~70% | | π¨ Media Studio β AI image/video/3D generation, tier-gated quality | ~98% | | π One-Click Deploy β Vercel, Netlify, Synalux Cloud, custom server | ~98% | | π₯ Real-Time Collaboration β multiplayer editing with cursor presence | ~60% | | π SEO + Analytics β 8-category audit + traffic dashboard | ~99% | | πͺ Marketplace β 10-category extension registry, install with one click | ~90% | | π Workflow Engine β natural language β structured project workflows | ~90% | | π Git Integration β branch, stage, commit, push without leaving IDE | ~60% | | π 12-Language i18n β full UI translation including Arabic RTL | ~100% |
27/27 features β more than any competitor (Cursor: 9, Windsurf: 9, Replit: 12, Bolt: 9).
π Full IDE README with screenshots, architecture, and technical details β
Your AI agent forgets everything between sessions. Prism fixes that β 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 β including ledger compaction, task routing, semantic search, and Agent Infrastructure Resilience β 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 Β· Claude Code Β· Cursor Β· Windsurf Β· Cline Β· Gemini Β· Antigravity β any MCP client.
https://github.com/dcostenco/prism-mcp/raw/main/docs/prism_mcp_demo.mp4
π Table of Contents
- π³ v12.0.0 Unified Billing & Agent Skill Ecosystem
- ποΈ v11.6.0 Agent Infrastructure Resilience
- Why Prism?
- Quick Start
- Setup Guides
- What Makes Prism Different
- Cognitive Architecture
- Data Privacy & HIPAA
- How Prism Compares
- Environment Variables
- Scientific Foundation
- Milestones & Roadmap
- Troubleshooting FAQ
π³ v12.0.0 Unified Billing & Agent Skill Ecosystem
Prism v12.0.0 unifies Prism and Synalux into a single billing architecture.
Subscription Plans
| Feature | Free | Standard ($19/mo) | Advanced ($49/mo) | Enterprise ($99/mo) | | :--- | :---: | :---: | :---: | :---: | | MCP Tools (30+) | 5 core | All 17 | All 17 + RBAC | All + custom | | Local Memory (SQLite) | β | β | β | β | | Prism Coder IDE | β | β | β | β | | API Calls | 100/day | 2,000/day | 5,000/day | Unlimited | | Cloud Sync (Supabase) | β | β | β | β | | HIPAA BAA | β | β | β | β |
π‘οΈ Data Privacy & HIPAA
Prism is built for high-compliance environments.
- Local-First Architecture: By default, all memory, embeddings, and cognitive processing happen on your device. No clinical data or PHI leaves your infrastructure.
- Fail-Closed Pipelines: Security gates halt execution if PII or adversarial patterns are detected.
- Encryption at Rest: All local storage is encrypted using industry-standard AES-256.
βοΈ How Prism Compares
π Feature-by-Feature Comparison (2026 Q2)
| Feature / Architecture | π§ Prism MCP | π Mem0 | β‘ Zep | π§ͺ Anthropic Base MCP |
| :--- | :--- | :--- | :--- | :--- |
| Privacy & HIPAA | β
100% Local / Air-gapped | β Cloud-dependent | β Cloud-dependent | β
Local-only |
| Local LLM Logic | β
prism-coder:7b | β Cloud only | β Cloud only | β None |
| Primary Interface | Native MCP | REST API | REST API | Native MCP |
| Storage Engine | BYO SQLite or Supabase | Managed Cloud | Managed Cloud | Local SQLite only |
π Prism-Coder 7B vs. Flagship LLMs β Tool-Calling Accuracy
| Model | Provider | Tool-Call Accuracy | SWE-bench | Cost | |:---|:---|:---:|:---:|:---:| | Prism-Coder 7B | Prism (local) | 100% β | β | $0 (on-device) | | Claude Opus 4.7 | Anthropic | 77.3% | 87.6% | $5 / $25 per 1M tok | | Gemini 3.1 Pro | Google | 77.1% | 80.6% | $1.25 / $10 per 1M tok | | GPT-5.4 | OpenAI | 73.3% | ~80% | β |
Environment Variables
π¦ TL;DR β Zero keys = zero problem. Core session memory, keyword search, semantic search (local embeddings), time travel, and the full dashboard work 100% offline. Cloud keys are optional power-ups.
# Option A: Fully offline (no API keys needed)
# Set embedding_provider=local in the Mind Palace dashboard
# Option B: Cloud-powered (optional power-ups)
GOOGLE_API_KEY=... # Unlocks: Gemini embeddings, Morning Briefings, auto-compaction
BRAVE_API_KEY=... # Unlocks: Web Scholar research + Brave Answers
FIRECRAWL_API_KEY=... # Unlocks: Web Scholar deep scraping
π¦ Milestones & Roadmap
| Release | Headline |
|---------|----------|
| v12.0.0 | π³ Unified Billing & Agent Skill Ecosystem β BUSL-1.1 license. |
| v10.0 | π‘οΈ HIPAA-Hardened Local LLM β prism-coder:7b powers compaction. |
π§ Contact us for a consultation
License
BUSL-1.1
Keywords: MCP server, Model Context Protocol, AI agent memory, cognitive architecture, local-first, SQLite MCP, Mind Palace, time travel, OpenTelemetry, GDPR, business, enterprise, hipaa
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