MCP服务器 是 AI Skill Hub 本期精选MCP工具之一。综合评分 8.0 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。
MCP服务器 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。
MCP服务器 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。
# 方式一:通过 Claude Code CLI 一键安装
claude skill install https://github.com/okooo5km/memory-mcp-server-go
# 方式二:手动配置 claude_desktop_config.json
{
"mcpServers": {
"mcp---": {
"command": "npx",
"args": ["-y", "memory-mcp-server-go"]
}
}
}
# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
# 安装后在 Claude 对话中直接使用 # 示例: 用户: 请帮我用 MCP服务器 执行以下任务... Claude: [自动调用 MCP服务器 MCP 工具处理请求] # 查看可用工具列表 # 在 Claude 中输入:"列出所有可用的 MCP 工具"
// claude_desktop_config.json 配置示例
{
"mcpServers": {
"mcp___": {
"command": "npx",
"args": ["-y", "memory-mcp-server-go"],
"env": {
// "API_KEY": "your-api-key-here"
}
}
}
}
// 保存后重启 Claude Desktop 生效
A Model Context Protocol server that provides knowledge graph management capabilities. This server enables LLMs to create, read, update, and delete entities and relations in a persistent knowledge graph, helping AI assistants maintain memory across conversations. This is a Go implementation of the official TypeScript Memory MCP Server.
curl -fsSL https://raw.githubusercontent.com/okooo5km/memory-mcp-server-go/main/scripts/install.sh | bash
Options: -v v0.2.3 for a specific version, -d /usr/local/bin for a custom directory.
git clone https://github.com/okooo5km/memory-mcp-server-go.git
cd memory-mcp-server-go
make build # binary in .build/
Make sure ~/.local/bin (or your chosen directory) is in your PATH.
--auth-bearer $(openssl rand -hex 32) for programmatic clients--oauth-user/--oauth-pass for browser-based login (Claude Desktop Connectors). Set --oauth-store in production so registered clients and tokens survive restarts, and run the service with a restrictive umask such as systemd UMask=0077 to protect SQLite WAL/SHM files. Supports PKCE (S256), dynamic client registration, durable token storage, and refresh token rotation with a replay grace window for concurrent or multi-worker clients. Use --oauth-refresh-replay-grace for clients that keep stale refresh tokens in multiple processesAuthorization header from reverse proxy to backend; set --oauth-issuer to the public URL when behind a proxycurl -L https://github.com/okooo5km/memory-mcp-server-go/releases/latest/download/mms_VERSION_darwin_arm64.tar.gz | tar xz chmod +x mms && mv mms ~/.local/bin/ ```
You have access to a Knowledge Graph memory system that persists across conversations.
Saving memories:
- create_entities: Add new people, places, concepts (check search_nodes first to avoid duplicates)
- create_relations: Record how entities relate to each other
- add_observations: Add facts to existing entities
Retrieving memories:
- search_nodes: Find relevant entities by keyword (supports synonyms like JS→JavaScript)
- open_nodes: Get full details of specific entities
- read_graph: Get an overview of all stored knowledge (use "summary" mode first)
Managing memories:
- merge_entities: Combine duplicate entities
- detect_conflicts: Find contradictory observations
- update_entities / update_observations: Fix incorrect data
Always check your memory before answering questions that might require past context.
```bash
OAUTH_USER=admin OAUTH_PASS=secret OAUTH_STORE_PATH=/var/lib/mms/oauth.db \ OAUTH_REFRESH_REPLAY_GRACE=24h \ mms --transport http --oauth-issuer https://mcp.example.com ```
Then in Claude Desktop: Settings → Connectors → Add Custom Connector → enter your server URL (e.g., https://mcp.example.com/mcp). Claude will automatically discover the OAuth endpoints and prompt you to log in.
高质量的MCP服务器实现
该工具未明确声明开源协议,商业使用前请联系原作者确认授权范围,避免侵权风险。
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建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
经综合评估,MCP服务器 在MCP工具赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。
| 原始名称 | memory-mcp-server-go |
| 原始描述 | 开源MCP工具:A Model Context Protocol server that provides knowledge graph management capabil。⭐92 · Go |
| Topics | mcpgo知识图 |
| GitHub | https://github.com/okooo5km/memory-mcp-server-go |
| 语言 | Go |
收录时间:2026-05-27 · 更新时间:2026-05-27 · License:未公布 · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型,复制安装指令后粘贴到对应客户端