Co-founder project · Healthcare
Dr C
Report analysis, test suggestions and lab lookup, by text or voice.
- AI
Proof: App stores
Co-founder project · Crypto
Armor Wallet
Conversational control of crypto operations through an MCP server.
- Built by
- Muhammad Zubair, Sortup co-founder
- Sector
- Crypto
- What was built
- AI
- Stack
- MCP server
- PydanticAI
- LangGraph
- ReAct agents
- Logfire
- Client
- A crypto operations platform.
- Engagement
- Zubair built the MCP-powered agent system and the tools for blockchain actions.
The challenge
Crypto actions span chains and protocols in several steps. A chatbot is not enough: the system has to reason, call tools and coordinate each step safely.
The solution
An MCP server exposing tools for staking, swaps, bridging and portfolio management, with ReAct agents built on PydanticAI and LangGraph and tracing in Logfire.
The impact
- Multi-step crypto actions from a conversation.
- Published as an open MCP server on GitHub.
- Each tool call traced.
Building something like Armor Wallet?
No pitch deck. An engineer, and a straight answer.