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
- 01Analyze Reddit community signals
- 02Summarize what users like
- 03Summarize what users dislike
- 04Identify mentioned competitors
- 05Return source links
Use cases
- 01Research reactions to a product category
- 02Find recurring user complaints
- 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.
We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.
Tools
Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.
Details
From the project READMEsignalmelo-mcp
Lightweight MCP server for Reddit community signals.
This server provides one tool only:
analyze_reddit_community_signals
Output format is intentionally fixed:
whatUsersLikewhatUsersDontLikecompetitorsUsersMentionsources
BYOK
This server uses your own API keys. Usage and billing are tied to your provider accounts.
Required environment variables:
REDDIT_CLIENT_IDREDDIT_CLIENT_SECRETREDDIT_USER_AGENTLLM_API_KEY
Quick Start
npm install
npm run build
Create Reddit API Credentials
- Go to Reddit app preferences.
- Click create app (or create another app).
- Set app type to script.
- Fill required fields:
name: any app nameredirect uri: you can usehttp://localhost:3000for this server
- Save the app, then copy:
client id(under app name)secret
- 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
subredditsmax length: 5maxPostsrange: 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.
Comments
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