ToolRAG MCP Server

Dynamically selects the most relevant tools for each query, providing access to unlimited LLM tools without context window limitations.

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What is the ToolRAG MCP Server?

Dynamically selects the most relevant tools for each query, providing access to unlimited LLM tools without context window limitations.

What the server does

ToolRAG Infinity LLM tools, zero context conntraints Context-aware tool retrieval for large language models.

ToolRAG provides a seamless solution for using an unlimited number of function definitions with Large Language Models (LLMs), without worrying about context window limitations, costs, or performance degradation.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Example prompts to try

  • “Use ToolRAG to Multi.”

Frequently asked questions

ToolRAG uses semantic search with vector embeddings to identify the most relevant tools for a given user query. It connects to MCP servers, retrieves tool definitions, and executes the selected tools against those servers.