Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

MyAgent

从零实现的通用 Agent Runtime:Agent Loop、权限、MCP、子 Agent、上下文折叠与 Skills 自进化

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

GITHUB · launched Oct 16, 2026 · 70 upvotes (top 19%) · 0 views

Niche: ai agent runtime environments · 745 launches, 498 in the last 7 days ▲ +916% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • Developer
  • AI-native
  • Hobby / open-source project
  • agent
  • agent-runtime
  • llm
  • mcp
  • python

Visit website ↗ Source listing ↗

Could you build this?

Partial While basic agent loops are easy to prototype, implementing a robust general agent runtime with MCP, recursive sub-agents, fine-grained permission control, and self-evolving skills requires non-trivial systems design.

What it would actually take: The core system requires an event-driven runtime (Node.js/Go/Python) implementing the Model Context Protocol (MCP), dynamic prompt/context compression algorithms, and stateful multi-agent communication buses. The hard parts are dynamic sandboxing for tool execution, handling token limits through semantic memory pruning, and safe state machine rollback upon sub-agent failures. An engineer needs solid knowledge of agentic architectures, async concurrency, and LLM orchestration patterns.

Competitors

Other products that read as similar to this one : 1424 launches clear the similarity bar, closest 8 shown.

Attention rank: #246 of 1425 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 350 days after the earliest competitor.

  • agent-skills · github · 2026-09-15 · 16 upvotes · similarity 0.57
  • Agent-For-Dummies · github · 2026-09-19 · 11 upvotes · similarity 0.55
  • my-agents · github · 2026-09-22 · 8 upvotes · similarity 0.52
  • luobo-ppt · github · 2026-10-08 · 300 upvotes · similarity 0.51
  • awesome-agent-loops · github · 2026-11-05 · 107 upvotes · similarity 0.51
  • OpenComputerUse · github · 2026-10-07 · 14 upvotes · similarity 0.51
  • Miniclaw · github · 2026-09-14 · 16 upvotes · similarity 0.51
  • mawoagent · github · 2026-10-18 · 57 upvotes · similarity 0.51

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.