Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool De
Large language models (LLMs) are increasingly deployed as autonomous agents that interact with external tools and services via the Model Context Protocol (MCP), a standardized interface for dynamic tool invocation. While MCP simplifies inte
https://arxiv.org/abs/2607.07461v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
agents, llm, ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
Y
Yang Shi
1.0
low confidence
J
Jiaheng Fu
1.0
low confidence
Y
Yihe Huang
1.0
low confidence
R
Ruixiang Wu
1.0
low confidence
C
Chengyao Sun
1.0
low confidence
K
Kaifeng Huang
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Alter
· Active
Secure access control and authorization platform for agent workflows
founders not scraped yet
Manufact
· Active
Cloud infrastructure for MCP servers and Claude / ChatGPT apps.
founders not scraped yet