Make your LLM understand your entire distributed system

LLMs struggle with context window limits when it comes to large and multi-repo codebases.

MaiMap parses your codebases into a contextual map, and gives that knowledge to your LLM.

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Built for distributed systems
Understand your entire stack
More than just grep

Ask anything about your distributed system

Show me the data flow between my authentication service and user management system

Which services depend on the payment processing module and what happens if it goes down?

Which endpoints in the auth-service query the user_permissions table in Postgres?

Trace the series of events, API calls and side-effects that happen when a user signs up

Describe the overall architecture of my microservices and how they interact with each other

What are the bounded contexts of my services and how do they map to business domains?

Generate interactive architecture graphs

Built for distributed-systems

  • Parses your codebase into an interactive architecture graph
  • Maps API calls and data flows between services
  • Trace async events across multiple services

Understand your entire stack

Empowers your AI to:

  • Generate service & architectural documentation
  • Triage bug reports
  • On-board new team members to your system

More than just grep

  • Combines static code parsing with LLM-based analysis
  • Works well on microservices & large monolithic codebases
  • Language-specific analysis means it supports:
    Java, TypeScript, NodeJS, Python and Go
  • More languages to come

How does it work?

1

Analyze Your Repositories

Connect your Git organization to MaiMap so it can import your repos and analyze your code.

2

View Analyses

Explore the results in an interactive graph of your service architecture.

3

Connect via MCP

Empower your LLM by connecting to our API with an MCP server.

4

Ask Your AI

Ask questions about complex workflows, architecture and code. Gain insight that would have taken you days or weeks to find.

Want to learn more?

Read the Docs

Pricing

MaiMap is currently in prototype phase so the exact pricing is not yet determined. However there will be hosted and on-premise options available.

Pro

For most teams

Price TBD
  • Up to 10 repositories*

*Additional repositories beyond 10 will incur extra charges
*Large codebases will incur extra charges based on the number of lines of code

On-Premise

For enterprise security

Custom pricing
  • Unlimited repositories
  • Self-hosted deployment
  • Priority support