umr-xiaomai/seekclaw

This page was translated automatically. Technical details may differ from the original. View the original

67 stars 14 forks Quality 73 Trend 34MIT

A modern AI Agent CLI built on .NET 10, featuring Runtime First and Plugin First architectures, supporting multiple models, MCP, Skills, Tools, streaming terminal interactions, and scalable plugin systems.

Overview

SeekClaw is a high-performance AI Agent runtime built on .NET 10.0, featuring a clean architecture and event-driven design. It provides a complete platform for building AI-powered coding assistants, supporting multiple LLM providers, tool execution, session management, and smooth terminal interaction experiences. - : Centered on seekclaw_runtime, with seekclaw_cli as the default frontend, separation of concerns - : Scalability achieved through Tools, Skills, and MCP (Model Context Protocol) - : Decoupled rendering from business logic via the event bus - GPT-5.5, GPT-5.5-mini, and all OpenAI-compatible APIs - Claude Opus, Claude Sonnet, Claude Haiku - Gemini Pro, Gemini Flash - Ollama, LM Studio - Fast, balanced, quality, economical, offline and other strategies - Automatic retry, exponential retraction, and fuse mechanisms - :File operations (read/write/edit), search (grep/glob), bash execution - :stdio and SSE transfer, automatic discovery of tools/prompts/resources - :Directory-based skills system supporting prompt injection and workflow - 30-60 FPS refresh rate, dual buffering technology - : Real-time token streaming displaying thinking/reasoning process - : loading animations, progress bar, tool status, and Markdown rendering - : no flicker, no scrolling, no smooth animations - : Automatically recognizes Git, . NET, Node.js, Python, Rust, Go, Unity, Vue projects - : Each workspace has its own independent configuration, cache, and memory; sessions are isolated by workspace scope - : Automatically creates the .seekclaw/ directory structure - : SQLite-based session persistence, recovery, and concurrent access - : Workspace-specific memory with automatic context injection - : Automatic build/check/repair loop after code modifications - : Prompts files and configurations to be reloaded without rebooting The seekclaw-cli released to npm is a built-in .NET binary package that can be used immediately after installation without the need to install a separate .NET SDK. The current npm package supports the Windows x64 platform binary.

Overview (machine translated)

SeekClaw

Modern, High-Performance AI Agent Runtime

🌐 Official Website and Documentation • English • Interface Preview • Get started quickly • Features • Contribution guide

📸 Interface Preview

Desktop Side

AI Conversation and Project Management	Model and Provider Management

Runtime Diagnostics and Usage	MCP Server Configuration

Terminal

Terminal streaming output and reasoning	Code generation and documentation

Tool Calls and Web Search Validation	Provider and Model Routing Management

✨ Functional Features

🚀 Runtime First Architecture

Clean architecture: Centers on seekclaw_runtime and seekclaw_cli as the default frontend, with separate focuses
Plugin System: Achieves scalability through Tools, Skills, and MCP (Model Context Protocol).
Event-Driven: Decouples rendering from business logic through the event bus

🤖 Multi-provider support

OpenAI Compatibility: GPT-5.5, GPT-5.5-mini, and all OpenAI-compatible APIs
Anthropic：Claude Opus、Claude Sonnet、Claude Haiku
Google：Gemini Pro、Gemini Flash
Local models: Ollama, LM Studio
Smart routing: Multiple strategies including fast, balanced, quality, economical, and offline
Failover:: Automatic retry, exponential retraction, and fuse mechanisms

🛠️ Tool ecosystem

Built-in tools: File operations (read/write/edit), search (grep/glob), bash execution
MCP support: stdio and SSE transfers, automatically discovering tools/tips/resources
Skills System: A directory-based skills system supporting prompt injection and workflow

💻 Modern Terminal Experience

Game-style rendering: 30-60 FPS refresh rate, dual buffering technology
Streaming Output: Real-time token streaming that displays the thinking and reasoning process
Real-time UI: Loads animations, progress bars, tool states, and Markdown renders

This page was translated automatically. Technical details may differ from the original.

Install

This server does not publish a one-line install command.

Open the repository installation guide New to MCP? Start with the mcpskill.org guide →