Sandbox
63 repos for system · Any agent · ResearchClear
tallesborges/
agentic-system-prompts

A curated collection of system prompts and tool definitions from production AI coding agents

182
aaronsb/
knowledge-graph-system

Kappa Graph — κ(G). A semantic knowledge graph where knowledge has weight. Extracts concepts, measures grounding strength, preserves disagreement, traces everything to source.

124

Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

387
seekrays/
mcp-monitor

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

91
bjia56/
cosmotop
bjia56/cosmotopConnectors

Multiplatform system monitoring tool using Cosmopolitan Libc

72
carsteneu/
ai-memory-comparison

Source-backed feature comparison of memory systems for AI coding agents. No affiliation, no marketing — just facts from public docs.

163
webfuse-com/
awesome-autoresearch

A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

2.5k
eiondb/eionConnectors

Shared Memory Storage for Multi-Agent Systems

159
keyuchen21/
agentic-engineering-handbook

The definitive OpenAI, Claude, MCP, Harness, Evals, and Production Agent Systems learning roadmap.

187

Architecture Deep Research: deep research for strategic system design decisions.

106

Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated scholarly search, RAG, OCR, systematic reviews, and manage cloud storage. Includes standalone MCP, Agentic capabilities, and skills library.

77
NirDiamant/GenAI_AgentsTutorials & Guides

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

24k
Usaid22/
swarm-factory

Top Autonomous Research Multi-Agent System for 2026 Lab Experiments

90
Epistates/
turbovault

Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system

151
sib-swiss/
sparql-llm

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

123
FradSer/
mcp-server-mas-sequential-thinking

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

305

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

List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others

84
Sumanth077/
Hands-On-AI-Engineering

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

3.4k