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A production-ready MCP server that builds a world model for codebases, preventing hallucinations, repeated mistakes, and regressions in Claude Code.

4 starsPython

Memory layer for Claude Code(+10.2 pts on SWE-bench Verified benchmark)

by saravanan2294·Jun 24, 2026·2 points·0 comments

AI Analysis

●●●BangerBig BrainWizardry

+10.2 SWE-bench points with contradiction resolution across Claude Code and Cursor.

Strengths
  • Empirical benchmark results with 375 tests and per-task breakdowns in RESULTS.md.
  • Confidence-weighted contradiction resolution with provenance tracking per fact.
  • Works across multiple agents via MCP protocol, not locked to one vendor.
Weaknesses
  • MCP ecosystem still emerging, adoption depends on agent tool support.
  • Complex setup with 26 tools and 19 CLI commands may overwhelm casual users.
Category
Target Audience

Developers using Claude Code, Cursor, or other AI coding agents

Similar To

Cursor · Continue · Sourcegraph Cody

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