Muninndb 是 AI Skill Hub 本期精选MCP工具之一。综合评分 7.5 分,整体质量较高。我们推荐使用将其纳入你的 AI 工具库,帮助提升工作效率。
Muninndb 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。
Muninndb 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/scrypster/muninndb
# 方式二:手动配置 claude_desktop_config.json
{
"mcpServers": {
"muninndb": {
"command": "npx",
"args": ["-y", "muninndb"]
}
}
}
# 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 Muninndb 执行以下任务... Claude: [自动调用 Muninndb 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": {
"muninndb": {
"command": "npx",
"args": ["-y", "muninndb"],
"env": {
// "API_KEY": "your-api-key-here"
}
}
}
}
// 保存后重启 Claude Desktop 生效
Memory that strengthens with use, fades when unused, and pushes to you when it matters — accessible over MCP, REST, gRPC, or SDK.
Provisional patent filed Feb 26, 2026 on the core cognitive primitives (engine-native Ebbinghaus decay, Hebbian learning, Bayesian confidence, semantic triggers). This helps protect the project so we can keep it open and innovative for everyone.
Prerequisites: None. Single binary, zero dependencies, zero configuration required. To uninstall:rm $(which muninn)and delete~/.muninn.
---
curl -sSL https://muninndb.com/install.sh | sh
muninn start
**Windows (PowerShell):**
powershell
irm https://muninndb.com/install.ps1 | iex
muninn start
bash
REST — the full cycle:
```bash
MuninnDB works out of the box with no configuration. The bundled local embedder is included — offline, no API key, no setup.
When you're ready to customize:
| What | How |
|---|---|
| Embedder: bundled (default) | On automatically — set MUNINN_LOCAL_EMBED=0 to disable |
| Embedder: Ollama | MUNINN_OLLAMA_URL=ollama://localhost:11434/nomic-embed-text |
| Embedder: OpenAI | MUNINN_OPENAI_KEY=sk-... (+ optional MUNINN_OPENAI_URL=http://localhost:8080/v1; invalid override disables OpenAI init) |
| Embedder: Voyage | MUNINN_VOYAGE_KEY=pa-... |
| Embedder: Cohere | MUNINN_COHERE_KEY=... |
| Embedder: Google (Gemini) | MUNINN_GOOGLE_KEY=... |
| Embedder: Jina | MUNINN_JINA_KEY=... |
| Embedder: Mistral | MUNINN_MISTRAL_KEY=... |
| LLM enrichment | MUNINN_ENRICH_URL=anthropic://claude-haiku-4-5-20251001 + MUNINN_ANTHROPIC_KEY=sk-ant-... |
| Data directory | MUNINNDB_DATA=/path/to/data (default: ~/.muninn/data) |
| Memory limit | MUNINN_MEM_LIMIT_GB=4 |
Docker:
docker run -d \
--name muninndb \
-p 8474:8474 -p 8475:8475 -p 8476:8476 -p 8750:8750 \
-v muninndb-data:/data \
ghcr.io/scrypster/muninndb:latest
---
<details> <summary>MCP connection fails with schema validation error</summary>
MuninnDB speaks both http and sse MCP transports — the server handles either. The "type" field in your config must match what your client expects:
"type" entirely — the transport is inferred from the URL. Adding "type": "http" crashes Claude Desktop on startup."type": "http" is correct."type": "sse".If your tool reports a schema validation or config parsing error, try removing "type" or switching between "http" and "sse". </details>
<details> <summary>muninn_remember or muninn_recall hangs</summary>
Check that the server is running: muninn status. If the server is running but tools hang, check muninn logs for errors. The most common cause is a stale MCP config pointing to the wrong port — verify the URL in your config matches http://127.0.0.1:8750/mcp. </details>
<details> <summary>muninn: command not found</summary>
The binary must be in your PATH. On macOS/Linux, the default install location is ~/.local/bin/muninn — run echo $PATH to verify it includes ~/.local/bin. If not, add export PATH="$HOME/.local/bin:$PATH" to your ~/.zshrc or ~/.bashrc and restart your shell. On Windows, the default is %LOCALAPPDATA%\muninn — run $env:PATH in PowerShell to verify. </details>
<details> <summary>Windows: DLL or ORT initialization error on first start</summary>
The bundled local embedder uses ONNX Runtime, which requires the Visual C++ Redistributable on Windows. Most machines already have it. If you see an error about onnxruntime.dll or "ORT environment init", install the Visual C++ 2019+ Redistributable (x64) and restart muninn. </details>
---
Named after Muninn — one of Odin's two ravens, whose name means "memory" in Old Norse. Muninn flies across the nine worlds and returns what has been forgotten.
Built by MJ Bonanno · muninndb.com · BSL 1.1
---
MuninnDB is patent pending (U.S. Provisional Patent Application No. 63/991,402) and licensed under BSL 1.1.
高性能数据存储解决方案
该工具使用 NOASSERTION 协议,商用场景请仔细阅读协议条款,必要时咨询法律意见。
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
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。
📄 NOASSERTION — 请查阅原始协议条款了解具体使用限制。
经综合评估,Muninndb 在MCP工具赛道中表现稳健,质量良好。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 | muninndb |
| 原始描述 | 开源MCP工具:The cognitive database. A new class of data storage. Not a vector store, not a g。⭐300 · Go |
| Topics | mcpgo数据库 |
| GitHub | https://github.com/scrypster/muninndb |
| License | NOASSERTION |
| 语言 | Go |
收录时间:2026-06-11 · 更新时间:2026-06-11 · License:NOASSERTION · 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