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What Brandon Thinks Chat MCP

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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": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
build_chat_analysis_briefA

Structure a focused WhatsApp or iMessage analysis question, participant aliases, known gaps, privacy blockers, and an evidence plan without uploading a transcript.

score_interaction_signalsA

Calculate transparent shares and rates from user-supplied aggregate counts without scoring affection, intent, compatibility, or personality.

audit_chat_claimB

Check whether a proposed interpretation includes user-supplied evidence, reasonable alternatives, missing context, calibrated confidence, and falsifying checks.

get_what_brandon_thinks_resourcesB

Return canonical What Brandon Thinks workflow, example, relationship, or safety resources without fetching external content.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.8/5.0

Scored across 4 tools

Disambiguation4/5

Each tool targets a distinct action: resource retrieval, brief construction, signal scoring, and claim auditing. However, build_chat_analysis_brief and audit_chat_claim both involve evidence and gap assessment, which could cause slight confusion in deciding between planning and validation.

Naming Consistency5/5

All tools use snake_case with a verb-first pattern (get_, build_, score_, audit_). The longer noun phrase in get_what_brandon_thinks_resources is the only variation, but it remains consistent with the overall convention.

Tool Count5/5

Four tools is well-scoped for this specialized chat-analysis workflow. Each tool covers a distinct step without redundancy, fitting comfortably within the ideal 3-15 range.

Completeness5/5

The tool set covers the full analytical lifecycle: retrieving reference resources, structuring a privacy-preserving brief, calculating interaction signals, and auditing a proposed interpretation. No obvious gaps exist for the stated privacy-focused domain.

Maintenance

ActivityMaintained
ResponsivenessNo issues