ACE MCP Server

# 🎯 ACE MCP Server - Project Status ## 📊 Current Status: INITIALIZED ✅ ``` ┌─────────────────────────────────────────────────────────────┐ │ │ │ ✅ Memory Bank created (8 files, ~75 KB) │ │ ✅ Architecture designed │ │ ✅ Implementation plan ready (7 phases, ~14 hours) │ │ ⚠️ TypeScript files require implementation │ │ 📋 Ready to start development │ │ │ └─────────────────────────────────────────────────────────────┘ ``` --- ## 🗂️ Memory Bank (Source of Truth) | File | Size | Description | |------|------|-------------| | `projectbrief.md` | 3.3 KB | Goals, requirements, success criteria | | `techContext.md` | 7.0 KB | Technologies, architecture, LLM providers | | `productContext.md` | 9.0 KB | Use cases, value, users | | `systemPatterns.md` | 15.6 KB | Patterns, best practices | | `activeContext.md` | 7.0 KB | Current task, decisions | | `tasks.md` | 12.9 KB | **Implementation plan (7 phases)** | | `progress.md` | 7.4 KB | Progress tracking | | `style-guide.md` | 15.6 KB | Coding standards | **📍 Location**: `$HOME/code/perplexity/ace-mcp-server/memory-bank/` --- ## 🎯 Key Features (after implementation) ### 1️⃣ Dual LLM Provider Support ```bash # OpenAI (cloud) LLM_PROVIDER=openai OPENAI_API_KEY=sk-xxx # LM Studio (local) LLM_PROVIDER=lmstudio LMSTUDIO_BASE_URL=http://10.242.247.136:11888/v1 ``` ### 2️⃣ Docker Deployment ```bash # Local development docker-compose -f docker-compose.dev.yml up # Production (Ubuntu VM) docker-compose up -d ``` ### 3️⃣ ACE Framework - **86.9% reduction** in token consumption - **+10.6% accuracy** through self-learning - Incremental delta updates - Semantic deduplication --- ## 📋 Roadmap (7 Phases) | Phase | Status | Time | Description | |-------|--------|------|-------------| | **1. Project Setup** | ✅ 100% | 1h | Memory Bank, analysis | | **2. LLM Providers** | ⏳ 0% | 3h | OpenAI + LM Studio | | **3. Configuration** | ⏳ 0% | 1h | Env vars, validation | | **4. Docker** | ⏳ 0% | 2h | Dockerfiles, Compose | | **5. Testing** | ⏳ 0% | 3h | Unit + Integration | | **6. Documentation** | ⏳ 0% | 2h | Guides, README | | **7. Deployment** | ⏳ 0% | 2h | Local + VM tests | **Progress**: █████░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 14% (1/7) --- ## 🚀 Next Steps ### 🔥 Immediately (30 min) ```bash # 1. Install dependencies cd $HOME/code/perplexity/ace-mcp-server npm install openai axios zod npm install -D @types/axios jest ts-jest @types/jest # 2. Create structure mkdir -p src/llm src/llm/__tests__ mkdir -p src/core src/mcp src/storage src/utils # 3. Start Phase 2 # Create src/llm/provider.ts (interface) ``` ### ⚡ Short-term (2-4 hours) 1. **Implement LLM Provider Abstraction** - `src/llm/provider.ts` - Interface - `src/llm/openai.ts` - OpenAI implementation - `src/llm/lmstudio.ts` - LM Studio implementation - `src/llm/factory.ts` - Factory method 2. **Update Configuration** - `src/utils/config.ts` - Zod validation - `.env.example` - LLM provider vars 3. **Write tests** - Unit tests for each provider - Mock HTTP requests ### 📅 Medium-term (1-2 days) 1. Docker configurations 2. Integration with ACE components 3. Local deployment testing 4. Documentation --- ## ⚠️ Important Notes ### Missing Files (CRITICAL) The following TypeScript files are **not implemented**: ``` src/ ├── core/ │ ├── generator.ts ❌ REQUIRED │ ├── reflector.ts ❌ REQUIRED │ ├── curator.ts ❌ REQUIRED │ └── playbook.ts ❌ REQUIRED ├── storage/ │ ├── bullet.ts ❌ REQUIRED │ ├── deduplicator.ts ❌ REQUIRED │ └── embeddings.ts ❌ REQUIRED ├── mcp/ │ ├── server.ts ❌ REQUIRED │ └── tools.ts ❌ REQUIRED ├── llm/ 📋 CREATE NEW │ ├── provider.ts ⭐ PRIORITY │ ├── openai.ts ⭐ PRIORITY │ ├── lmstudio.ts ⭐ PRIORITY │ └── factory.ts ⭐ PRIORITY ├── utils/ │ ├── config.ts ❌ REQUIRED │ ├── logger.ts ❌ REQUIRED │ └── errors.ts ❌ REQUIRED └── index.ts ❌ REQUIRED ``` **Source**: See `docs/DESCRIPTION.md` for specifications ### LM Studio Setup Your LM Studio server: - **URL**: http://10.242.247.136:11888/v1 - **API**: OpenAI-compatible - **Endpoints**: `/chat/completions`, `/embeddings`, `/models` - **Auth**: Not required (local server) --- ## 📖 Documentation ### Created Documentation - ✅ `INITIALIZATION_REPORT.md` - Full initialization report - ✅ `PROJECT_STATUS.md` - Brief status (this file) - ✅ `memory-bank/` - 8 Memory Bank files ### Needs to be Created - ⏳ `docs/LM_STUDIO_SETUP.md` - ⏳ `docs/DOCKER_DEPLOYMENT.md` - ⏳ `docs/CONFIGURATION.md` - ⏳ Update `README.md` --- ## 🎓 How to Work with the Project ### 1. Read Context ```bash # Key files for understanding cat memory-bank/projectbrief.md # What and why cat memory-bank/tasks.md # Work plan cat memory-bank/techContext.md # Technical details ``` ### 2. Choose Work Mode **PLAN** - For detailed task planning **IMPLEMENT** - For writing code **QA** - For testing ### 3. Follow tasks.md All tasks are divided into **7 phases** with checklists. Start with **Phase 2** (LLM Providers). ### 4. Update progress.md After each completed task, mark in: - `memory-bank/progress.md` - `memory-bank/tasks.md` --- ## 💡 Quick Start ```bash # 1. Go to project cd $HOME/code/perplexity/ace-mcp-server # 2. Read plan cat memory-bank/tasks.md # 3. Install dependencies npm install openai axios zod npm install -D jest ts-jest @types/jest @types/axios # 4. Create structure mkdir -p src/llm/{__tests__} # 5. Start Phase 2 implementation # (create src/llm/provider.ts first) ``` --- ## 📞 Resources | Resource | Path/URL | |----------|----------| | Memory Bank | `/memory-bank/` | | Full Report | `INITIALIZATION_REPORT.md` | | Task Plan | `memory-bank/tasks.md` | | Progress | `memory-bank/progress.md` | | LM Studio | http://10.242.247.136:11888/v1 | | MCP Spec | https://modelcontextprotocol.io | --- ## ✅ Completion Criteria The project will be **fully ready** when: - [ ] All TypeScript files implemented - [ ] Both LLM providers working - [ ] Docker Compose runs locally - [ ] Dashboard accessible - [ ] MCP server connects to Cursor AI - [ ] Tests pass (>80% coverage) - [ ] Documentation updated - [ ] Deployment on Ubuntu VM tested **Current progress**: 1/7 phases (14%) --- **Date**: 2025-10-28 **Version**: 1.0 **Status**: 🟢 READY FOR DEVELOPMENT --- ## 🎯 Summary ``` ┌─────────────────────────────────────────────┐ │ ✅ Project initialized │ │ ✅ Memory Bank created │ │ ✅ Architecture ready │ │ ✅ Plan detailed │ │ 🚀 Ready for development! │ └─────────────────────────────────────────────┘ ``` **Next command**: `PLAN` or `IMPLEMENT` for Phase 2