Which integrations are available for this server?

Uses NVIDIA NIM for enterprise-grade vector embeddings, powering semantic code search and AI memory with the nvidia/nv-embed-v1 model.

How do I use CodeAtlas AI MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@CodeAtlas AI MCP Server Analyze architectural smells in my codebase" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

CodeAtlas AI MCP Server

by giauphan

Overview Schema Related Servers Score Discussions

TypeScript

Hybrid

CodeAtlas Platform

AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and semantic memory with Oracle 26ai.

🏗 Architecture

AI IDE (Claude/Cursor) → MCP (stdio/SSE) → Platform :8080 → Oracle 26ai + Firebase + NVIDIA

Layer	Components
Presentation	Express HTTP, MCP SSE, A2A Agent Protocol, REST API
Services	Dream Memory, Genome DNA, Second Brain, Consolidation Engine, Security Scanner
Data	Oracle 26ai Autonomous DB, Firebase Firestore, NVIDIA NIM embeddings

Related MCP server: Code Graph Knowledge System

📊 Architecture Diagrams

Diagram	File
System Architecture	`diagrams/system.mmd`
Second Brain Flow	`diagrams/second-brain.mmd`
Dream Lifecycle	`diagrams/dreams.mmd`
Genome + Immune System	`diagrams/genome.mmd`
MCP Architecture	`architecture/mcp.md`
Deployment	`diagrams/deployment.mmd`
A2A + Sync	`diagrams/a2a-sync.mmd`

🧠 Second Brain

Dream Memories — AI thought persistence with vector search
Genome DNA — Immune system patterns + prevention context
Skills Registry — Reusable agent skills with versioning
Consolidation Engine — Knowledge graph dedup + merging

🔧 Quick Start

cp .env.example .env  # Configure Oracle, Firebase, NVIDIA keys
pnpm install
pnpm run build
cd dashboard && pnpm run build && cd ..
PORT=8080 node dist/src/index.js

📡 MCP Tools (30+)

Category	Tools
Dreams	`save_dream_memory`, `query_dream_memories`, `sync_dreams`
Genome	`search_genome`, `save_genome`, `scan_immune`
Skills	`search_skills`, `get_skill`, `install_skill`
Scanner	`scan_enterprise_vulnerabilities`
Code	`code_search`, `search_files`, `read_file`

📄 Documentation

This server cannot be installed

license - permissive license

quality - not tested

maintenance

How are these scores calculated?

Maintenance

–Maintainers

18hResponse time

–Release cycle

–Releases (12mo)

Commit activity

Resources

GitHub Repository

Need Help?

Related Servers

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Latest Blog Posts

Your AI Chatbot Just Exposed Your CEO's Salary to an Intern
By Om-Shree-0709 on July 2, 2026.
Agent Identity
MCP Security
OAuth Delegation
Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)
By Om-Shree-0709 on June 30, 2026.
Agentic Ai
Prompt Injection
WebAssembly
Lightport: Open-Sourcing Glama's AI Gateway
By punkpeye on April 27, 2026.
OpenAI
open source

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/giauphan/codeatlas-platform'

If you have feedback or need assistance with the MCP directory API, please join our Discord server