Beever Atlas vs Codebase Memory MCP

In-depth architectural comparison of the Beever Atlas and Codebase Memory MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Beever Atlas when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
• You have access to required keys: BEEVER_ATLAS_API_KEY, SLACK_BOT_TOKEN, DISCORD_BOT_TOKEN, TEAMS_APP_ID, TEAMS_APP_PASSWORD, MATTERMOST_ACCESS_TOKEN, LITELLM_API_KEY, MONGODB_URI.
• Primary tools included: Multi-platform chat ingestion (Slack, Discord, Teams, Mattermost), Atomic fact extraction and deduplication, Typed knowledge graph linking entities and relationships.

Explore Beever Atlas Details

Choose Codebase Memory MCP when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: (Free / Open Source).

Feature & Specification Comparison

Specification	Beever Atlas Beever-AI Knowledge & Memory	Codebase Memory MCP DeusData Knowledge & Memory
Summary	Open-source LLM knowledge base for teams. 28-tool native MCP server turns Slack/Discord/Teams/Mattermost chat into a typed knowledge graph + auto-generated wiki with cited answers, semantic search, expert finding, and decision tracing. BYO LLM via LiteLLM, Apache 2.0, on-prem via Docker.	Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, 99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. npx codebase-memory-mcp
Category & Scope

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "beever-ai-beever-atlas": {
      "url": "https://atlas.example.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

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