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Glama
thetomtoro

reddit-leads-mcp

by thetomtoro

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
REDDIT_CLIENT_IDNoReddit client ID from a free 'script' app at reddit.com/prefs/apps. Required for OAuth; without it falls back to public JSON endpoints.
ANTHROPIC_API_KEYNoOptional Anthropic API key for semantic scoring. Omit to run lexical-only scoring.
REDDIT_LEADS_MODELNoOptional model name for scoring. Defaults to Claude Haiku.Claude Haiku
REDDIT_CLIENT_SECRETNoReddit client secret from a free 'script' app at reddit.com/prefs/apps.

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
search_redditA

Search Reddit for recent posts matching a query, optionally restricted to specific subreddits. Returns post title, body, url, and engagement stats.

score_leadsA

Score Reddit posts as sales leads for a product using two-phase scoring: a lexical pre-score on every post, then Claude semantic scoring for posts above the escalation threshold (requires ANTHROPIC_API_KEY; falls back to the pre-score without it). Returns posts sorted by final score.

fetch_threadA

Fetch a Reddit post with its top comments, for reading the full conversation before drafting a reply.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.4/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clear, distinct role: search_reddit discovers posts, score_leads evaluates them, and fetch_thread retrieves detailed context. There is no overlap in their functions.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern: search_reddit, score_leads, fetch_thread. The convention is uniform and predictable.

Tool Count5/5

Three tools is well-scoped for a focused lead-generation workflow. Each tool earns its place and together they form a compact, purposeful set.

Completeness5/5

The workflow from discovery to scoring to detailed inspection is fully covered. There are no obvious missing operations for the stated purpose of finding and qualifying Reddit leads.

Maintenance

ActivitySlowing
ResponsivenessNo issues