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Glama
stat-guy

Chain of Draft (CoD) MCP Server

by stat-guy

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
chain_of_draft_solveC

Solve a reasoning problem using Chain of Draft approach

math_solveC

Solve a math problem using Chain of Draft reasoning

code_solveC

Solve a coding problem using Chain of Draft reasoning

logic_solveC

Solve a logic problem using Chain of Draft reasoning

get_performance_statsC

Get performance statistics for CoD vs CoT approaches

get_token_reductionB

Get token reduction statistics for CoD vs CoT

analyze_problem_complexityC

Analyze the complexity of a problem

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.1/5.0

Scored across 7 tools

Disambiguation3/5

The tools have clear distinctions in problem domains (math, logic, code, general reasoning) but there is significant overlap between 'chain_of_draft_solve' and the domain-specific solvers (math_solve, logic_solve, code_solve), which could cause confusion about when to use the general versus specific versions. The analysis and statistics tools are clearly distinct from the solving tools.

Naming Consistency4/5

Most tools follow a consistent snake_case pattern with descriptive names (e.g., 'analyze_problem_complexity', 'get_performance_stats'), but there's a minor inconsistency with 'chain_of_draft_solve' using a longer prefix while others use simpler domain names. The verb usage is reasonably consistent with 'solve', 'analyze', and 'get' patterns.

Tool Count5/5

With 7 tools, this is well-scoped for a server focused on Chain of Draft problem-solving and analysis. The count covers solving across multiple domains plus performance analytics, without being overwhelming or too sparse for the apparent purpose.

Completeness4/5

The toolset provides good coverage for solving problems (math, logic, code, general) and analyzing performance/token usage, which aligns well with the CoD domain. A minor gap exists in not having tools for configuring or customizing the CoD approach (e.g., setting parameters), but core workflows are well supported.

Maintenance

ActivityInactive
ResponsivenessNo issues