Advertise
MCP.so
Sign In

Signalmelo MCP Server

@carter-wzq

RepositoryHomepage

Basic information

Category

Data & Analytics

Transports

stdio

Author

carter-wzq

Submitted by

carter-wzq

About Signalmelo MCP Server

A lightweight BYOK MCP server for Reddit community signal analysis. It returns structured outputs for What Users Like, What Users Don't Like, and Competitors Users Mention from Reddit discussions.

#mcp#reddit#community-signals#market-research#competitive-analysis#byok

Signalmelo MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "signalmelo-mcp": {
      "command": "node",
      "args": [
        "<ABSOLUTE_PATH>/signalmelo-mcp/dist/index.js"
      ],
      "env": {
        "REDDIT_CLIENT_ID": "<YOUR_REDDIT_CLIENT_ID>",
        "REDDIT_CLIENT_SECRET": "<YOUR_REDDIT_CLIENT_SECRET>",
        "REDDIT_USER_AGENT": "signalmelo-mcp/0.1 by your_reddit_username",
        "LLM_API_KEY": "<YOUR_LLM_API_KEY>"
      }
    }
  }
}

Signalmelo MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Signalmelo Mcp?

Signalmelo Mcp is a lightweight MCP server that analyzes Reddit communities for user signals. It provides a single tool, analyze_reddit_community_signals, which extracts what users like, dislike, and which competitors they mention, along with source links. It is intended for developers and product teams who want to gather qualitative feedback from Reddit.

How to use Signalmelo Mcp?

Install dependencies with npm install and build the project with npm run build. Configure your own Reddit API and LLM API keys as environment variables, then add the server to your MCP client configuration with the command node <ABSOLUTE_PATH>/signalmelo-mcp/dist/index.js. Invoke the tool with a query, a list of subreddits (max 5), a time range, and a max posts count (5–50).

Key features of Signalmelo Mcp

  • Single tool for Reddit signal analysis
  • Fixed output: likes, dislikes, competitors, sources
  • Uses your own API keys (BYOK)
  • Supports custom subreddit lists and time ranges
  • Fallback returns sources even if summarization fails

Use cases of Signalmelo Mcp

  • Discover what users like and dislike about a product category
  • Identify competitor mentions in relevant subreddits
  • Gather community sentiment for market research
  • Validate product hypotheses with real Reddit discussions

Frequently asked questions

1

What tool does Signalmelo Mcp provide?

It provides exactly one tool: `analyze_reddit_community_signals`.

2

What API keys are required?

You need a Reddit client ID, secret, and user agent, plus an LLM API key. These are set as environment variables `REDDIT_CLIENT_ID`, `REDDIT_CLIENT_SECRET`, `REDDIT_USER_AGENT`, and `LLM_API_KEY`.

3

How do I get Reddit API credentials?

Go to Reddit app preferences (https://www.reddit.com/prefs/apps), create a "script" app, fill in the required fields, and copy the client ID and secret.

4

What are the input limits for the tool?

The `subreddits` array has a maximum length of 5, and `maxPosts` must be between 5 and 50.

5

What happens if model summarization fails?

The tool still returns `sources` as a fallback, even if summarization fails.

Comments

More Data & Analytics MCP servers

Zillow MCP Server

HasData

HasData's hosted Zillow MCP server lets AI agents search homes for sale, rentals and sold listings, then retrieve property details, price history and Zillow estimates as structured JSON.

4

ScrapeCheck

FieldmodeLLC

Verify scraped data against the live source page. Signed verdicts, $0.01 via x402.

App Store Tracker

Top In It

iOS App Store data for AI agents: chart rankings, app details, reviews, keywords, ads and revenue estimates for any app in any country.

Companero – Romanian Company Data

Companero

Remote MCP server for Romanian company data: search 2.7M Romanian companies by CUI, county, CAEN industry, revenue and founding date; get company profiles, balance sheets, ANAF tax debts, legal representatives and due di

iMario

iMario AI, Inc.

Ask anyone anything before you decide. iMario turns your own customer data and 5.4 billion people in 59 markets into synthetic audiences calibrated on real data. This connector lets your AI assistant question them for yo

Advertise