xiaobright/dsh-anchored-standard
A community preset pack for DeepSeek Harness that starts a session under a minimal tool schema with no injected context, then promotes to the full standard toolset once the session is durable.
Awesome AI Agents › Integration and Extensions
ComposioHQ/composio
Composio is a production-ready toolset designed to empower AI agents and large language models (LLMs) with over 250 high-quality integrations across various categories. It supports software tools such as GitHub, Notion, Linear, Gmail, Slack, Hubspot, Salesforce, and many more, as well as operating system operations including file management, shell commands, and code analysis. Additionally, it offers search capabilities through platforms like Google, Perplexity, Tavily, and Exa. The framework supports a wide range of AI frameworks including OpenAI, Groq, Claude, LlamaIndex, Langchain, CrewAI, Autogen, and Gemini, among others. Composio provides managed authentication with support for multiple protocols such as OAuth, API Keys, and Basic JWT, ensuring secure and seamless integration. The toolset boasts up to 40% improved tool call accuracy through an optimized design and offers a whitelabel solution for backend integration. Its pluggable architecture allows for custom tools and extensions, making it highly adaptable to various use cases. The project includes comprehensive documentation and examples for both Python and JavaScript, facilitating easy adoption and integration. Users can create AI agents that leverage Composio's extensive toolset to perform tasks such as starring GitHub repositories, managing emails, or executing shell commands, all through function calling. The recent launch of Composio MCP Servers further enhances the platform by providing fully-managed servers with built-in authentication, supporting AI models like Claude, Cursor, and Windsurf. This makes Composio a versatile and powerful solution for developers looking to extend the capabilities of AI agents with reliable and diverse tool integrations.
https://github.com/ComposioHQ/composio
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