Simvasia

Simulation Testing for AI Agents
How It Works
© 2025 Simvasia. All rights reserved.
Version 1.0.4

Crash test your AI agents without crashing your credit card

1

AI agents need 1000s of test runs to catch edge cases

Booked a trip
to the zoo
Booked 10 different
hotel reservations
Booked one hotel
Failed to book any
reservations
Distribution of AI Agent Outcomes
1000 test runs reveal edge cases
2

You can't make 100 real purchases to test your agent

28
Booked reservations
53
Purchased flights
81
Bought gifts
99
Sent emails
AI Agent
Taking real actions
3

Simvasia: Test agents 1000x in simulation before deploying to production

Simvasia solves the problem by introducing Mocks with remote MCP servers. Run 1000s of tests against mocked services that behave like real ones so you know exactly how your agent performs before it touches production.

Simvasia
Platform
AI Agent
Static Mocks
Deterministic
Dynamic Mocks
Scenario testing
1000x
tests
MCP Server
Increased
Adoption
Easy
Integration
AI Agent Developers
Test agents with mocked outputs (static or dynamic)
MCP Developers
Increase adoption by making testing easy
Test Flow
Agent → Platform → Mock
Central Hub
Routes requests, manages MCPs
Upload Flow
MCP → Platform → Adoption

For AI Agent Developers

Test your AI agents 1000x safely and reliably with MCPs using Mocks (deterministic responses) or Staging Environments (meant for testing).

  • Run thousands of simulations
  • Test using mocked MCP servers
  • Understand the distribution of outcomes
  • No side effects or production impact

For MCP Developers

Upload your MCP server to Simvasia and increase adoption by making it easier for AI developers to test and integrate with your tools.

  • Host a remote MCP server
  • Create mocks for rapid testing & edge cases
  • Point MCP to your staging environment
  • Increase MCP adoption through easy testing

How It Works

1

AI Agent Developers

Build your agent, then connect it to Simvasia to test using Mocks. Run 1000x tests and better understand how your agent performs.

2

Simvasia Platform

Central platform that hosts a repository of remote MCP servers (with Mocks) for simulation testing.

3

MCP Developers

Upload your MCP server to Simvasia and create some Mocks. Make it easy for AI developers to test at scale and integrate, driving adoption.

Why Simvasia?

Know your success rate
("Works 97% of the time")
Catch edge cases
("Fails when inventory < 3")
Zero real-world consequences
("No purchases actually made")

Ready to Build Better AI Agents?

Find out your agent fails 3% of the time before it's in production