Prism MCP
Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.
README
🧠 Prism MCP — The Mind Palace for AI Agents
<!-- 🌐 Translations auto-generated by scripts/generate_i18n.py — triggered by GitHub Actions on README.md changes --> 🌐 Translate: English · Español · Français · Português · Română · Українська · Русский · Deutsch · 日本語 · 한국어 · 中文 · العربية
◈ 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.
<details> <summary>Cognitive Architecture Deep Dive (v12.0.0)</summary>
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.
</details>
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
- 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
💳 <a name="unified-billing"></a>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) | ✅ | ✅ | ✅ | ✅ |
| Prism Coder IDE | ✅ | ✅ | ✅ | ✅ |
| API Calls | 100/day | 2,000/day | 5,000/day | Unlimited |
| Cloud Sync (Supabase) | ❌ | ✅ | ✅ | ✅ |
| HIPAA BAA | ❌ | ❌ | ❌ | ✅ |
🛡️ <a name="data-privacy-hipaa"></a>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.
<a name="how-prism-compares"></a>⚔️ How Prism Compares
📊 Feature-by-Feature Comparison (2026 Q2)
| Feature / Architecture | 🧠 Prism MCP | 🐘 Mem0 | ⚡ Zep | 🧪 Anthropic Base MCP |
|---|---|---|---|---|
| Privacy & HIPAA | ✅ 100% Local / Air-gapped | ❌ Cloud-dependent | ❌ Cloud-dependent | ✅ Local-only |
| Local LLM Logic | ✅ prism-coder:7b |
❌ Cloud only | ❌ Cloud only | ❌ None |
| Primary Interface | Native MCP | REST API | REST API | Native MCP |
| Storage Engine | BYO SQLite or Supabase | Managed Cloud | Managed Cloud | Local SQLite only |
🏆 Prism-Coder 7B vs. Flagship LLMs — Tool-Calling Accuracy
| Model | Provider | Tool-Call Accuracy | SWE-bench | Cost |
|---|---|---|---|---|
| Prism-Coder 7B | Prism (local) | 100% ⭐ | — | $0 (on-device) |
| Claude Opus 4.7 | Anthropic | 77.3% | 87.6% | $5 / $25 per 1M tok |
| Gemini 3.1 Pro | 77.1% | 80.6% | $1.25 / $10 per 1M tok | |
| GPT-5.4 | OpenAI | 73.3% | ~80% | — |
<a name="environment-variables"></a>Environment Variables
🚦 TL;DR — 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
<a name="milestones-roadmap"></a>📦 Milestones & Roadmap
| Release | Headline |
|---|---|
| v12.0.0 | 💳 Unified Billing & Agent Skill Ecosystem — BUSL-1.1 license. |
| v10.0 | 🛡️ HIPAA-Hardened Local LLM — prism-coder:7b powers compaction. |
📧 Contact us for a consultation
License
BUSL-1.1
<sub>Keywords: MCP server, Model Context Protocol, AI agent memory, cognitive architecture, local-first, SQLite MCP, Mind Palace, time travel, OpenTelemetry, GDPR, business, enterprise, hipaa</sub>
推荐服务器
Baidu Map
百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
Playwright MCP Server
一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。
Magic Component Platform (MCP)
一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。
Audiense Insights MCP Server
通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。
VeyraX
一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。
graphlit-mcp-server
模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。
Kagi MCP Server
一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。
e2b-mcp-server
使用 MCP 通过 e2b 运行代码。
Neon MCP Server
用于与 Neon 管理 API 和数据库交互的 MCP 服务器
Exa MCP Server
模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。