Connect once, govern it centrally, and keep your context portable across every model your teams run.
Agentic AI rollouts today share three leaks at the root: token waste, wrong answers, and data exposure. Here's how MarcoPolo fixes them.
Native MCP reruns schema discovery on every query: up to 98.7% of token spend becomes overhead. Context built once in MarcoPolo reduces cost and query time as the workspace grows.
When the model lacks context, wrong answers send users back to reprompt. MarcoPolo seeds every workspace with your actual data, so responses land right the first time.
As teams grow, every per-user MCP connection adds one more surface to audit and one more credential path to manage. MarcoPolo consolidates that sprawl into a single workspace IT controls.
Your schemas, business logic, and connections live as a versioned workspace in your own cloud, never trapped inside a vendor platform. It compounds with every query and stays yours to export, audit, or reuse.
Versioned · Exportable · In your cloudCredentials stay scoped per user and never reach the model's context window. Every tool call is logged and streamed to your SIEM, so security reviews the architecture once instead of vetting each new AI tool.
Scoped creds · Full audit · SIEM streamThe model is just a setting. Swap Claude for ChatGPT, Cursor, or whatever ships next, and your context, connections, and skills carry over to every surface without a rebuild.
Claude · ChatGPT · Cursor · CopilotContext gets built once and reused on every call instead of rediscovered each time a query runs. Cost and latency keep dropping as the workspace grows and more of the work is already cached.
Build once · Reuse every queryEach user or agent runs in a dedicated sandbox, hosted in your cloud and accessible from any AI surface. Credentials are scoped per user and never reach the model's context window.

“Which deals slipped last quarter and what engineering issues were blocking them?”
AI needs a place to work.
No insights · just a partial list, and a retry. Every record now sits in the model's context.
Cloud warehouses, databases, SaaS tools, and storage. All accessible through one governed interface.


































Don't see your system? We're adding connectors weekly. Request one.
Drawn from workflows our customers are running today.
The MarcoPolo MCP layer is what's making the data actionable. CSMs with a new account don't have to ask anyone · the workspace already knows.
Let ChatGPT, Claude, Gemini or Perplexity help. Click a button and see what your favorite AI says about MarcoPolo.

Start with a discovery call this week. From there, your security team reviews the architecture, and you're running a production pilot in your cloud within six weeks.
