Fan Out Query MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| ANTHROPIC_API_KEY | Yes | Your Anthropic API key (e.g., sk-ant-api03-...). Required to analyze content using Claude models. |
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
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| analyze_content_gapC | Perform advanced content gap analysis using Query Decomposition and Self-RAG techniques. Analyzes a URL to identify what user queries the content covers and what gaps exist. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 1 tool
With only one tool, there is no possibility of ambiguity or overlap between tools. The tool's purpose is clearly defined and distinct by default.
A single tool inherently has perfect naming consistency, as there are no other tools to compare against. The name 'analyze_content_gap' follows a clear verb_noun pattern.
A single tool is too few for a server named 'Fan Out Query MCP', which suggests a broader scope involving query decomposition and analysis. This minimal set feels thin and incomplete for the implied domain.
The tool covers content gap analysis, but the server name implies capabilities like query decomposition, fan-out processing, or other related operations. There are significant gaps, such as tools for decomposing queries, retrieving results, or synthesizing outputs, which limit agent workflows.