Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
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Neural Memory is a local-first personal cognitive memory assistant and second brain. It turns the desktop context you choose to share into an autonomous, searchable knowledge graph — anchoring real-world micro-feedback (like an "Ok" to an email quote), tracking commitments and decisions, and exposing your context directly to AI tools via the Model Context Protocol (MCP).
⚡ Quick Start: Choose Your Track
Neural Memory offers a Dual-Track Architecture designed for both casual MacBook users and developer power users:
Track B: Standalone Packed Installer (Recommended for Users)
Zero prerequisites. No Docker, no Python, no Homebrew, no terminal commands.
Track A: Open Local Development Stack (For Developers)
Full Docker Compose + Neo4j 5.26 Community Graph Database.
git clone https://github.com/Hexecu/mcp-neuralmemory.git
cd mcp-neuralmemory
./scripts/bootstrap.sh
Verifies installation: ./scripts/doctor.sh
Graph API: http://127.0.0.1:8765/health
Neo4j Browser: http://127.0.0.1:8774 (User: neo4j, Password in .env)
Stop without losing data: make down
Re-start: make up
🌟 Why Neural Memory is Different
🔒 PrivacyShield Redaction: In-memory regex and Luhn checksum filtering automatically masks credit cards, IBANs, API keys (sk-..., AIza..., GitHub tokens), and ignores password vaults (1Password, Bitwarden, Keychain).
🎯 Contextual Micro-Feedback Anchoring: Eliminates arbitrary length cutoffs. When you type "Ok, proceed with the 5,000 EUR quote", vision analysis anchors your consent directly to the sender, amount, and proposal document.
🌌 Temporal Knowledge Graph:
Regional Topic Clusters: Orbital regional gravity organizes entities into clean thematic galaxies without central collapse.
Time-Travel Scrubber: Interactive slider to replay memory history with Ebbinghaus memory decay ($R = e^{-\Delta t / S}$).
🤖 Agent-Ready Memory (MCP): Native Model Context Protocol server over stdio lets Claude Desktop, Cursor, Antigravity, and OpenCode recall past decisions, open commitments, and meeting notes.
🌙 Cognitive Dream Mode: Periodically prunes ephemeral low-level events (48h retention) and derives higher-order reflections and daily executive briefings.
The 5-stage massive test battery (make test-massive) and clean simulation (make verify-clean).
🤖 Connect to AI Agents (Claude Desktop & Cursor)
Neural Memory exposes your second brain directly to AI assistants:
# Auto-configure Claude Desktop:
./scripts/setup-mcp.sh --claude
Available MCP Tools for Agents:
recall_decisions(topic, person): Recalls past strategic agreements and approvals.
recall_commitments(status, debtor, creditor): Recalls deliverables, action items, and deadlines.
recall_meetings(topic, attendee): Recalls discussion points and participants from calls.
get_daily_briefing(date): Generates an executive summary of the day.
search(query): Deep hybrid search across your accumulated memory graph.
Example conversation:
User: "Claude, what did I agree to send to Marco this Friday?" Claude: "According to your Neural Memory, you committed to send the updated Cloud proposal slides to Marco Rossi by Friday at 18:00."
🛠️ Developer & Makefile Commands
make help # Show all available commands
make package # Build the standalone macOS DMG installer (Zero Docker required)
make verify-clean # Verify the standalone app in a clean, isolated MacBook simulation
make test-massive # Run the full 5-stage massive stress, scale, chaos & UI test suite
make test # Run Python unit & chaos tests (74 tests)
make e2e # Run end-to-end API integration tests (9 tests)
make doctor # Verify Docker, API, and Neo4j health
make lint # Run ruff linter
Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
MCP Neuralmemory ต้องใช้ API key ไหม?
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
MCP Neuralmemory ใช้ทรานสปอร์ตแบบใด?
MCP Neuralmemory ทำงานแบบโลคัลผ่าน stdio
MCP Neuralmemory ถูกตรวจสอบล่าสุดเมื่อใด?
ตรวจสอบล่าสุดเมื่อ 2026-10-28 Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
