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Glama
lihongwen

Deep Research MCP Server

by lihongwen

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

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
start_deep_researchB

Conduct comprehensive research on any topic with a systematic, balanced approach. This tool guides thorough research that adapts to question complexity - from simple queries to complex multi-faceted investigations.

KEY FEATURES: • Adaptive depth: Automatically scales research based on question complexity (3-8 subquestions) • Source evaluation: Assesses credibility (High/Medium/Low) and evidence strength (Strong/Moderate/Weak/Speculative) • Multiple perspectives: Examines different viewpoints and competing theories when relevant • Critical analysis: Checks logic, identifies biases, and acknowledges limitations • Clear reporting: Structured reports with executive summary, findings, analysis, and conclusions • Confidence levels: Each conclusion includes confidence rating based on evidence quality • Proper citations: All sources properly attributed with URLs

Works for any research type: historical events, technical topics, current affairs, comparative analyses, scientific questions, cultural topics, and more.

Prompts

Interactive templates invoked by user choice

NameDescription
deep-researchA prompt to conduct deep research on a question

Resources

Contextual data attached and managed by the client

NameDescription
Research Process NotesNotes generated during the research process
Research DataStructured data collected during the research process

TDQS

B3.2/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of ambiguity or overlap between tools. The single tool 'start_deep_research' has a clearly defined and distinct purpose for conducting comprehensive research.

Naming Consistency5/5

Since there is only one tool, naming consistency is inherently perfect. The tool name 'start_deep_research' follows a clear verb_noun pattern that would be consistent if more tools existed.

Tool Count2/5

A single tool is too few for a server named 'Deep Research MCP Server', which suggests a domain requiring multiple operations. While the tool is comprehensive, the lack of supporting tools (e.g., for follow-up queries, source management, or report customization) makes the surface feel incomplete and thin for the apparent scope.

Completeness2/5

The tool surface is severely incomplete for a deep research domain. There are obvious gaps: no tools for refining research, managing sources, updating findings, or handling different stages of research workflows. The single tool provides a starting point but leaves agents with no way to interact further with the research process.

Maintenance

ActivityInactive
ResponsivenessNo issues