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Signalmelo Mcp

Signalmelo Mcp

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signalmelo.comData & Analytics5Updated 26w ago

About Signalmelo Mcp

Signalmelo Mcp is a lightweight MCP server for analyzing community signals in Reddit discussions. It returns structured findings on what users like and dislike, competitors they mention, and source links, using API keys supplied by the operator.

Key features

  1. 01Analyze Reddit community signals
  2. 02Summarize what users like
  3. 03Summarize what users dislike
  4. 04Identify mentioned competitors
  5. 05Return source links

Use cases

  1. 01Research reactions to a product category
  2. 02Find recurring user complaints
  3. 03Identify competitors discussed by Reddit users

MCP support

Exposes one MCP tool, `analyze_reddit_community_signals`, which analyzes Reddit discussions and returns structured findings and sources.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

No install method listed yet

We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.

Repository

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project README

signalmelo-mcp

Lightweight MCP server for Reddit community signals.

This server provides one tool only:

  • analyze_reddit_community_signals

Output format is intentionally fixed:

  • whatUsersLike
  • whatUsersDontLike
  • competitorsUsersMention
  • sources

BYOK

This server uses your own API keys. Usage and billing are tied to your provider accounts.

Required environment variables:

  • REDDIT_CLIENT_ID
  • REDDIT_CLIENT_SECRET
  • REDDIT_USER_AGENT
  • LLM_API_KEY

Quick Start

npm install
npm run build

Create Reddit API Credentials

  1. Go to Reddit app preferences.
  2. Click create app (or create another app).
  3. Set app type to script.
  4. Fill required fields:
    • name: any app name
    • redirect uri: you can use http://localhost:3000 for this server
  5. Save the app, then copy:
    • client id (under app name)
    • secret
  6. Set environment variables:
    • 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

REDDIT_USER_AGENT should be descriptive and include your Reddit username.

MCP Config Example

{
  "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>",
      }
    }
  }
}

Tool Input

{
  "query": "notion alternative for startup teams",
  "subreddits": ["SaaS", "startups"],
  "timeRange": "30d",
  "maxPosts": 30
}

Notes

  • subreddits max length: 5
  • maxPosts range: 5-50
  • If model summarization fails, fallback output still returns sources.
  • Reddit API requires a valid app and descriptive REDDIT_USER_AGENT.
  • Never commit real credentials into git. Use env vars only.

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