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Strata MCP Server

@agenerationforwordz-tech

代码仓库

基本信息

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agenerationforwordz-tech

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agenerationforwordz-tech

关于 Strata MCP Server

Strata is a self hosted AI memory server. Your AI remembers everything across every session, on your own hardware.

#ai-memory#mcp-server#self-hosted#local-first#semantic-search#postgresql#raspberry-pi#knowledge-base#ai-agents#vector-search#persistent-memory#mcp#claude#claude-code#codex#ai-assistant#memory-server#embeddings#pgvector#ai-tools#personal-ai#private-ai#local-ai#homelab#self-hosted-ai#ai-knowledge#thought-tracker#note-taking#second-brain#zettelkasten#knowledge-graph#vector-database#similarity-search#cosine-similarity#ai-workflow#agent-memory#llm-memory#llm-tools#context-window#session-memory#ai-continuity#ai-recall#machine-learning#nlp#natural-language#onnx#fastembed#sqlite#api-keys#agent-permissions#kill-switch#audit-log#data-sovereignty#privacy-first#offline-ai#no-cloud#on-premise#raspberry-pi-project#arm64#linux#python#mcp-tools#ai-infrastructure#developer-tools#productivity#automation

连接前先了解

文档核对日期：2026-10-25

适合什么场景

STRATA 是自托管记忆项目，但 README 已声明其被 SOLUM 接替。新用户应先评估后继项目，再决定是否新建 STRATA 部署。

配置与限制

当前开发请查看上游链接的 SOLUM。现有用户迁移存储前先备份记忆并核对迁移要求。私人部署不要复用公开演示设置：README 明确说明 demo 模式允许空控制台密码。

本说明依据所列文档核对，未代表通过账户认证的实际连接测试；建议检查项需要在你的环境执行。

查看上游文档比较相关服务

Strata MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "strata": {
      "type": "http",
      "url": "http://YOUR_HOST:4320/mcp",
      "headers": {
        "X-API-Key": "YOUR_AGENT_KEY"
      }
    }
  }
}

Strata MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

点击上方按钮,直接连接服务器端点实时获取工具列表。

概览

What is Strata?

Strata is a self‑hosted AI memory server that gives any MCP‑compatible AI agent persistent, long‑term memory on your own hardware. It stores thoughts as vector embeddings, provides semantic search, a file vault, and a 3D constellation viewer — and runs on a Raspberry Pi.

How to use Strata?

Clone the repository, create a Python virtual environment, install dependencies (pip install -r requirements.txt), and run python server.py. The web dashboard is accessible at http://localhost:4320/dashboard. Per‑agent API keys can be managed from /admin/agents, and the server can be configured with environment variables such as STRATA_DEMO_MODE=true for a quick demo.

Key features of Strata

  • Semantic search by meaning, not keywords.
  • File vault with attached source files.
  • Per‑agent API keys with granular permissions.
  • PostgreSQL pgvector backend for production scale.
  • 3D Constellation viewer with live activity.
  • Optional AES‑256 encryption at rest.

Use cases of Strata

  • Provide persistent memory for AI coding assistants like Claude Code.
  • Self‑host a personal knowledge base with semantic recall.
  • Audit and trace AI agent actions with daily CSV logs.
  • Attach files to thoughts for project context retrieval.
  • Run entirely on low‑power hardware like a Raspberry Pi 4B.

常见问题

1

What MCP servers or AI tools does Strata integrate with?

Strata works with any MCP‑compatible AI, including Claude Code, Codex CLI, and other tools that support the Model Context Protocol.

2

Does Strata run on a Raspberry Pi?

Yes, the entire system — semantic search, file storage, and embeddings — runs on a Raspberry Pi 4B with 4 GB of RAM.

3

Where is my data stored?

Data is stored locally in a SQLite or PostgreSQL database (with optional pgvector). You can also enable AES‑256 encryption at rest via SQLCipher.

4

What are the main dependencies?

Strata requires Python, ONNX Runtime, FastEmbed, and optionally PostgreSQL 17 with pgvector for production deployments. Initial install downloads about 700 MB of binary wheels.

5

How do agents authenticate?

Each agent receives a unique API key with granular read/write/delete/admin/kill permissions, managed from the `/admin/agents` panel. A global MCP kill switch can lock all agents out instantly.

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