krusch-context-mcp
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krusch-context-mcp kruschdev/krusch-context-mcp

Persistent working memory and invariant steering MCP server for AI coding agents (Claude Code, Cursor, Windsurf). Captures architectural decisions, enforces project rules with pre-commit audits, and supersedes obsolete facts with temporal lineage. SQLite-first, zero Docker, <350 tokens

HEALTH ? 76 / Stable
// solo builder// hidden gem// release machine ai-agentsantigravityclaudeclaude-codecontext-engineeringcursorllmmcpmcp-servermodel-context-protocol ?
05-2026 · today · kruschdev
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// readme

Krusch Context MCP

Local MCP server: five tools to store, retrieve, and retire project decisions. SQLite by default — powering the $0.00 Zero-LLM Raw-RAG + 4-Way RRF memory substrate behind #1 Overall (91.17%, 547/600 @ $24.54), #2 Overall & #1 Riley SOTA (90.67%, 544/600 Argon Low + Grounded v0.3 @ $30.54, 98.33% Global Oracle@28), and #1 Open-Weights (57.33% Wave-6 / 56.67% Stock+Grounded / 54.17% Stock Gemma 4 31B @ $0.00) across 28 Official DolphinBench runs (16,800 traces), 90.26% (1,390/1,540, 92.66% Oracle@2, 95.77% recall, 182 ms) on Snap LoCoMo (ACL 2024), and 93.00% 10M-token IE recall on ICLR 2026 BEAM.

📖 Read the Systems & Benchmark Deep Dives: Read Paper #27 — Return on Memory (#1 Official DolphinBench 91.17% & #2 90.67% Grounded v0.3) (PDF), [**Paper #26 — What DolphinBench Taught Me About Local AI (#1 Open-Weights 57.33% Wave-6 / 56.67% Stock+Grounded / 54.17% Stock Gemma 4 31B @…