Sandbox
64 repos for capabilitiesClear
astrid-runtime/
astrid
astrid-runtime/astridFrameworks & SDKs

Astrid is a portable, capability-secure operating system for composable software.

10k

One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents

737
rust-mcp-stack/
mcp-discovery

A command-line tool written in Rust for discovering and documenting MCP Server capabilities.

86
ashwwwin/
automation-mcp

Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.

415
SDGLBL/
mcp-claude-code

MCP implementation of Claude Code capabilities and more

304
ktanaka101/
mcp-server-duckdb

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

178

Fabric MCP Server: Seamlessly integrate Fabric AI capabilities into MCP-enabled tools like IDEs and chat interfaces.

90
I-CAN-hack/
pdf-mcp

PDF MCP server with image rendering capabilities. Useful for automatically searching datasheets, manuals, etc...

77
yokingma/
time-mcp

⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities

71
jagan-shanmugam/
open-streetmap-mcp

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

224
sib-swiss/
sparql-llm

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

123
quarkusio/
quarkus-workshop-langchain4j

Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration

97
anycap-ai/
anycap

The capability harness for AI agents. Skills over SDKs.

43
hyper-mcp-rs/
hyper-mcp

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

880
balabalabalading/
huuuuuuho-skills

My personal collection of Skills — open-source tools that extend Agent's capabilities for content creation, development logging, and productivity workflows.

117
Ezeafk/
awesome-agent-skills

Curated reusable skills, workflows, and tool-backed capabilities for AI agents.

96
seuros/
mcp_rails_template

A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples.

42
ravenwits/
mcp-server-arangodb

This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB.

47
InditexTech/
mcp-teams-server

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

397

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

158

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

1.8k
aarondpn/
redmine-cli

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP integration.

44