Codebase Memory Mcp vs Artifacta Mcp

In-depth architectural comparison of the Codebase Memory Mcp and Artifacta 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 Codebase Memory Mcp when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: index_repository, list_projects, delete_project.

Explore Codebase Memory Mcp Details

Choose Artifacta Mcp when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: OAuth 2.0 (Free / Open Source).
• You have access to required keys: ARTIFACTA_API_KEY.
• Primary tools included: whoami, store_artifact, request_upload_url.

Explore Artifacta Mcp Details

Feature & Specification Comparison

Specification	Codebase Memory Mcp DeusData Knowledge & Memory	Artifacta Mcp SagaPeak Knowledge & Memory
Summary	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	The artifact store for AI agents. Every output your agents produce — persisted, retrievable, shareable. Across runs, sessions, and tools. Session/agent metadata, content-hash dedup, expiring share links; 11 tools with path-confined uploads and destructive actions gated by default. TypeScript (npx @artifacta-mcp/mcp) and Python (pipx run artifacta-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": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "sagapeak-artifacta-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@artifacta-mcp/mcp"
      ],
      "env": {
        "ARTIFACTA_API_KEY": "YOUR_ARTIFACTA_API_KEY_HERE"
      }
    }
  }
}

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