User Query
Available Documents
MCP Processing
Indexing
Retrieval
Optimization
LLM Processing
Waiting for input...
LLM Response
The LLM response will appear here after processing...
How MCP Works
MCP doesn't replace LLMs - it enhances them. You still need to integrate with an LLM API, but MCP significantly improves how you manage context for that LLM.
MCP
"Memory System"
+
LLM API
"Thinking Brain"
=
Better Results
More accurate & efficient
Without MCP
- Send entire documents to LLM
- Hit token limits quickly
- Lacks structured context
- Expensive API costs
With MCP
- Send only relevant context
- Optimize token usage
- Structured information retrieval
- Reduced API costs