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Glama

Sequential Thinking Multi-Agent System

by FradSer

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
EXA_API_KEYNoYour Exa API key required if the Researcher agent is used and needs Exa
DEEPSEEK_API_KEYYesYour DeepSeek API key required for the LLM used by Agno agents/team
DEEPSEEK_BASE_URLNoOptional: Custom DeepSeek endpoint URL if using a custom endpoint

Schema

Prompts

Interactive templates invoked by user choice

NameDescription
sequential-thinkingEnhanced starter prompt for sequential thinking with better formatting.

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription
sequentialthinking

Advanced sequential thinking tool with multi-agent coordination.

Processes thoughts through a specialized team of AI agents that coordinate to provide comprehensive analysis, planning, research, critique, and synthesis.

Args: thought: Content of the thinking step (required) thought_number: Sequence number starting from 1 (≥1) total_thoughts: Estimated total thoughts required (≥5) next_needed: Whether another thought step follows this one is_revision: Whether this thought revises a previous thought revises_thought: Thought number being revised (requires is_revision=True) branch_from: Thought number to branch from for alternative exploration branch_id: Unique identifier for the branch (required if branch_from set) needs_more: Whether more thoughts are needed beyond the initial estimate

Returns: Synthesized response from the multi-agent team with guidance for next steps

Raises: ProcessingError: When thought processing fails ValidationError: When input validation fails RuntimeError: When server state is invalid

MCP directory API

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curl -X GET 'https://glama.ai/api/mcp/v1/servers/FradSer/mcp-server-mas-sequential-thinking'

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