Common context MCP
Shared context and coordination for AI agents
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AI agents can lose track of previous work, repeat tasks, or struggle to share context across workflows. Common Context MCP is an open-source Model Context Protocol server exploring a shared context layer for AI agents. ✨ Key capabilities: • Shared context between AI agents • Work checkpointing and progress recovery • Recording failures and roadblocks • File claiming and task coordination Built for developers experimenting with AI agents, MCP-compatible tools, and multi-agent workflows.
PH · launched Nov 10, 2026 · 1 upvote (top 65%) · 0 views
Niche: multi-agent frameworks and protocols · 298 launches, 11 in the last 7 days ▼ -31% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Developer
- AI-native
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 298 launches in multi-agent frameworks and protocols →
Could you build this?
Yes This is an open-source MCP server that stores and shares context between agents. MCP SDKs and a simple database or key-value store cover the core, so a solo developer can build it quickly.
Competitors
Other products that read as similar to this one : 557 launches clear the similarity bar, closest 8 shown.
Attention rank: #324 of 558 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 375 days after the earliest competitor.
- Context Hub · ph · 2026-09-29 · 3 upvotes · similarity 0.67
- ResumeContext · ph · 2026-09-22 · 71 upvotes · similarity 0.66
- Syngraphe · ph · 2026-09-14 · 3 upvotes · similarity 0.54
- Weavable · ph · 2026-05-11 · 234 upvotes · similarity 0.54
- mcd-party-planner · github · 2026-10-15 · 448 upvotes · similarity 0.53
- Notion: Context for your agents · ph · 2026-10-17 · 182 upvotes · similarity 0.53
- atlas-context · github · 2026-10-21 · 21 upvotes · similarity 0.52
- ContextsBase - Backlog for Coding Agents · ph · 2026-09-18 · 75 upvotes · similarity 0.52
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