About MCPCognito

We believe AI agents should be tested, not trusted

Every agent workflow looks flawless in a demo. Production is where the edge cases live. We built MCPCognito so teams can design, simulate, and validate agent behavior before a single user hits a failure.

By the numbers

850K+

Agent runs executed

98.4%

Average pass rate

2,400+

MCP tools connected

320+

Prompt recipes published

Our mission

Make agent reliability the default, not the afterthought.

Most teams test their agents in production — by watching users hit failures. We think that's backwards. MCPCognito gives teams the tools to design, simulate, validate, and audit every agent workflow before it ever touches a real user. No more guessing whether your agent will behave correctly at 3 AM.

Test-first agent deliveryFull audit trailSchema-aware validation

What we believe

Four values that shape how we build

They're less marketing than working agreements - the things we come back to when we disagree.

Quality over churn

We don't ship until it survives real agent workflows. Every feature goes through the same testing, simulation, and validation pipeline we give our users.

Speed is a feature

Agent testing shouldn't take longer than building the agent. We optimize for fast feedback loops — simulate, validate, iterate, repeat.

Build in the open

We share what we learn about agent reliability — patterns, failure modes, and hard-won fixes. The best testing practices come from teams in the trenches.

Inclusive by default

Great tooling should work for everyone — from solo developers to enterprise teams. We design for clarity so every feature is approachable from day one.

Our story

A short history

A few moments along the way - from a single repo to teams around the world.

2025
The idea
Born from a shared passion for developer tooling and AI, MCPCognito Workbench started with a simple goal — make testing and validating MCP servers easier, faster, and more reliable.
Mid 2025
Building the foundation
The first working foundation took shape, bringing MCP server connections, capability discovery, interactive testing, and essential developer workflows into one unified workbench.
Late 2025
Expanding the vision
The platform evolved beyond basic testing with reusable test cases, test suites, execution history, reporting, authentication, and workflows designed for real-world MCP development.
2026
Intelligent testing
Agent Playground, protocol validation, benchmarking, multi-server workflows, and deeper observability transformed the workbench into a comprehensive MCP testing and quality platform.
Today
Built for what’s next
Today, two passionate technologists are refining MCPCognito Workbench for developers, AI engineers, teams, and organizations — preparing the platform for its next chapter and public launch.

The team

A small group, shipping fast

We're a tight team across design, engineering, and customer success - distributed across time zones.

Balaji Ranganathan

Co-founder & CEO

Shylendra T M Swamy

Co-founder & CTO

Sofia Reyes

Customer Success

Open roles & say hi

Want to build with us?

Start free, or drop us a line — we love hearing from teams about the agents they're building.

Get started Talk to us