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Glama

Semantic Prompt MCP

by hyunjae-labs

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription
chain_of_thought

Chain of Thought (CoT) Framework - A detailed tool for dynamic and reflective problem-solving through thoughts. This tool helps analyze problems through a flexible thinking process that can adapt and evolve. Each thought can build on, question, or revise previous insights as understanding deepens.

When to use this tool:

  • Breaking down complex problems into steps
  • Planning and design with room for revision
  • Analysis that might need course correction
  • Problems where the full scope might not be clear initially
  • Problems that require a multi-step solution
  • Tasks that need to maintain context over multiple steps
  • Situations where irrelevant information needs to be filtered out

Key features:

  • You can adjust total_thoughts up or down as you progress
  • You can question or revise previous thoughts
  • You can add more thoughts even after reaching what seemed like the end
  • You can express uncertainty and explore alternative approaches
  • Not every thought needs to build linearly - you can branch or backtrack
  • Generates a solution hypothesis
  • Verifies the hypothesis based on the Chain of Thought steps
  • Repeats the process until satisfied
  • Provides a correct answer

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/hyunjae-labs/semantic-prompt-mcp'

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