In-depth architectural comparison of the Kage and Emulo 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.
At a Glance & Executive Verdict
Kage
Knowledge & Memory · Local stdio
Quality: 60/100 (Good) | Auth: No auth required
Emulo
Knowledge & Memory · Local stdio
Quality: 61/100 (Good) | Auth: No auth required
Verdict Summary: Choose Kage if you need specialized Knowledge & Memory tools running via a local process. Choose Emulo if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Kage 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: Git-native memory packets, Open Knowledge Format bundles, Deterministic citation verification.
You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Freemium).
Primary tools included: Local mining of session logs from Claude Code, Codex, Copilot CLI, OpenCode, and Google Antigravity, Multi-layer profiles for different task categories, Native loading in Claude Code and Codex agents.
Verified, git-native memory for coding agents. Memory is plain JSON packets committed in your repo, each checked against the code it cites — hallucinated citations rejected at write, stale or changed memory withheld at recall, plus diff-time stale-catch. Local-only (BM25 + vectors), no account, no API key. npx -y @kage-core/kage-graph-mcp install
Loads your personal profile, mined from your local Claude Code/Codex/OpenCode logs, so your agent works like you instead of a cold start. One tool, loademuloprofile. Run with uvx emulo mcp.
Category & Scope
Tools & Capabilities Breakdown
Kage Tools (6)
Git-native memory packets
Open Knowledge Format bundles
Deterministic citation verification
Stale-memory detection and withholding
Local BM25 and vector search
Agent wiring and MCP configuration
Emulo Tools (6)
Local mining of session logs from Claude Code, Codex, Copilot CLI, OpenCode, and Google Antigravity
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).
Kage is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Emulo belongs to Knowledge & Memory using local stdio subprocess. Select Kage when you need capabilities focused on knowledge & memory and Emulo when you require tools for knowledge & memory.