Exocortex

Name: Exocortex
Author: fuwasegu

@fuwasegu

代码仓库

关于 Exocortex

xocortex — an MCP server that gives your AI persistent memory across ALL your projects.

#mcp #ai-memory #knowledge-graph

基本信息

分类

其他

传输方式

stdio

发布者

fuwasegu

提交者

Fuwasegu

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "exocortex": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/fuwasegu/exocortex",
        "exocortex",
        "--mode",
        "proxy",
        "--ensure-server"
      ]
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Exocortex?

Exocortex is a local MCP (Model Context Protocol) server that acts as a developer’s “second brain,” persisting development insights, technical decisions, and troubleshooting records in a centralized knowledge store. It allows AI assistants like Cursor to retrieve contextually relevant memories across all projects, enabling cross-project learning and pattern recognition.

How to use Exocortex?

Install by cloning the repository and running uv sync, then start the server with uv run exocortex. Configure Cursor by adding the appropriate entry to ~/.cursor/mcp.json; options include direct from GitHub (recommended), local installation, proxy mode for multiple Cursor instances, or manual SSE server management on a custom port.

Key features of Exocortex

Fully local: all data and AI processing stays on your machine
Semantic search: find memories by meaning, not just keywords
Knowledge graph: maintains relationships between projects, tags, and memories
Memory links: connect related memories to build a traversable knowledge network
Lightweight and fast: uses embedded KùzuDB and fastembed models
Memory dynamics: smart recall based on recency and frequency
Frustration indexing: prioritize “painful memories” (debugging nightmares)
Web dashboard: cyberpunk-style UI for browsing and health monitoring

Use cases of Exocortex

Cross-project knowledge sharing: lessons from one project immediately available in others
Architecture archaeology: trace the evolution of technical decisions over time via temporal reasoning
Root cause analysis: understand what led to a bug or change by following memory lineage
Pattern recognition: discover common problems and solutions across your entire development history
Automatic memory consolidation: deduplication, auto-linking, and health checks after storing memories

FAQ from Exocortex

Where is data stored?

Your data is stored in ~/.exocortex/ and is preserved regardless of which installation or startup method you choose.

How does proxy mode help with multiple Cursor windows?

Proxy mode automatically starts a single SSE server in the background, allowing multiple Cursor instances to connect to the same server and avoid KùzuDB lock conflicts from concurrent writes.

What is frustration indexing?

Frustration indexing prioritizes “painful memories”—debugging nightmares get boosted in search results, making frequently accessed or emotionally charged insights surface higher.

Are next_actions guaranteed to be executed?

No, execution of next_actions is at the AI agent’s discretion. While the server strongly instructs consolidation, it is not 100% guaranteed due to inherent limitations of the MCP protocol

其他分类下的更多 MCP 服务器

IDA Pro MCP

mrexodia

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

9.9K

🚀 Model Context Protocol (MCP) Curriculum for Beginners

microsoft

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,

16.7K