roampal-core
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
针对 Claude Code 和 OpenCode 的基于结果的持久记忆 MCP 服务器。好建议被提升，坏建议被降级。pip install roampal。
How to install
git clone https://github.com/roampal-ai/roampal-core ~/.claude/skills/roampal-core About
Works with <strong>Claude Code</strong> and <strong>OpenCode</strong>. --- Benchmarks **85.8% on the corrected LoCoMo benchmark** (non-adversarial, end-to-end answer accuracy) — validated on 1,986 questions across 10 conversations with dual grading. All figures in this section are sourced from the paper and roampal-labs (see citations at the bottom of this section). | Result | Score | |--------|-------| | Conversational learning vs raw ingestion | **+23 points** (76.6% vs 53.0%, p<0.0001) | | Architecture vs model effect | Architecture **~10x larger** contributor | | Poison resilience (1,135 a…
Recommendation signals
Meta
- License
- Apache-2.0
- Language
- Python
- GitHub stars
- 51
- mo. downloads
- –
- Last push
- 2026-08-27
- Created
- 2025-12-15
Links
Basic safety check
- Findings
- curated 收录但无 npm 包/安装命令
- Sources
- curated:hesreallyhim/awesome-claude-code, curated:punkpeye/awesome-mcp-servers
- Topics
- agent-memory, ai-assistant, ai-coding, ai-coding-assistant, ai-memory, ai-tools, chromadb, claude-code, coding-assistant, developer-tools, llm, long-term-memory, mcp, mcp-server, memory, model-context-protocol, opencode, persistent-memory, python, semantic-search
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