roampal-core
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。
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
怎么安装
git clone https://github.com/roampal-ai/roampal-core ~/.claude/skills/roampal-core 简介
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…
推荐参考
信息
- 协议
- Apache-2.0
- 语言
- Python
- GitHub 星标
- 51
- 月下载
- –
- 最近更新
- 2026-08-27
- 创建于
- 2025-12-15
基础安全检查
- 检查结果
- curated 收录但无 npm 包/安装命令
- 收录来源
- curated:hesreallyhim/awesome-claude-code, curated:punkpeye/awesome-mcp-servers
- 主题标签
- 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
同类推荐
hindsight
vectorize-io/hindsight/tree/main/hindsight-integrations/coding-agents
Hindsight：会学习的 Agent 长期记忆系统，自动召回/保存、知识页、深度反思与按仓库隔离的记忆银行。
firecrawl-mcp-server
firecrawl/firecrawl-mcp-server
🔥 官方Firecrawl MCP服务器 - 为Cursor、Claude及任何其他LLM客户端添加强大的网页抓取和搜索功能。
dsh-mnemon
omdsh-dev/dsh-mnemon
由 Mnemon 驱动的 DeepSeek Harness（DSH）跨 Agent、本地优先的持久记忆插件。它可在支持 Mnemon 的 Agent 之间共享长期记忆，并提供运行时记忆、可检索项目档案、语义召回、知识图谱和 Sidebar UI。
get-shit-done
gsd-build/get-shit-done
由 TÂCHES 开发的轻量且强大的元提示、上下文工程和规格驱动开发系统，适用于 Claude Code。