From sundial-org-awesome-openclaw-skills-4
Searches Reddit semantically via MCP server to uncover user pain points, niche markets, product opinions, trends, sentiments, and feedback for research and validation.
npx claudepluginhub joshuarweaver/cascade-ai-ml-agents-misc-2 --plugin sundial-org-awesome-openclaw-skills-4This skill uses the workspace's default tool permissions.
Semantic search across millions of Reddit posts. Unlike keyword search, this understands intent and meaning.
Guides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.
Guides building MCP servers enabling LLMs to interact with external services via tools. Covers best practices, TypeScript/Node (MCP SDK), Python (FastMCP).
Generates original PNG/PDF visual art via design philosophy manifestos for posters, graphics, and static designs on user request.
Semantic search across millions of Reddit posts. Unlike keyword search, this understands intent and meaning.
For Claude Desktop - add to claude_desktop_config.json:
{
"mcpServers": {
"reddit-insights": {
"command": "npx",
"args": ["-y", "reddit-insights-mcp"],
"env": {
"REDDIT_INSIGHTS_API_KEY": "your_api_key_here"
}
}
}
}
For Clawdbot - add to config/mcporter.json:
{
"mcpServers": {
"reddit-insights": {
"command": "npx reddit-insights-mcp",
"env": {
"REDDIT_INSIGHTS_API_KEY": "your_api_key_here"
}
}
}
}
Verify installation:
mcporter list reddit-insights
| Tool | Purpose | Key Params |
|---|---|---|
reddit_search | Semantic search across posts | query (natural language), limit (1-100) |
reddit_list_subreddits | Browse available subreddits | page, limit, search |
reddit_get_subreddit | Get subreddit details + recent posts | subreddit (without r/) |
reddit_get_trends | Get trending topics | filter (latest/today/week/month), category |
| Use Case | Effectiveness | Why |
|---|---|---|
| Product comparisons (A vs B) | ⭐⭐⭐⭐⭐ | Reddit loves debates |
| Tool/app recommendations | ⭐⭐⭐⭐⭐ | High-intent discussions |
| Side hustle/money topics | ⭐⭐⭐⭐⭐ | Engaged communities |
| Pain point discovery | ⭐⭐⭐⭐ | Emotional posts rank well |
| Health questions | ⭐⭐⭐⭐ | Active health subreddits |
| Technical how-to | ⭐⭐⭐ | Better to search specific subreddits |
| Abstract market research | ⭐⭐ | Too vague for semantic search |
| Non-English queries | ⭐ | Reddit is English-dominant |
Product Comparisons (best results!):
"Notion vs Obsidian for note taking which one should I use"
→ Relevance: 0.72-0.81 | Found: Detailed comparison discussions, user experiences
"why I switched from Salesforce to HubSpot honest experience"
→ Relevance: 0.70-0.73 | Found: Migration stories, feature comparisons
Side Hustle/Money Topics:
"side hustle ideas that actually make money not scams"
→ Relevance: 0.70-0.77 | Found: Real experiences, specific suggestions
Niche App Research:
"daily horoscope apps which one is accurate and why"
→ Relevance: 0.67-0.72 | Found: App recommendations, feature requests
Pain Point Discovery:
"I hate my current CRM it is so frustrating"
→ Relevance: 0.60-0.64 | Found: Specific CRM complaints, feature wishlists
"cant sleep at night tried everything what actually works"
→ Relevance: 0.60-0.63 | Found: Sleep remedies discussions, medical advice seeking
Tool Evaluation:
"AI tools that actually save time not just hype"
→ Relevance: 0.64-0.65 | Found: Real productivity gains, tool recommendations
Too Abstract:
"business opportunity growth potential"
→ Relevance: 0.52-0.58 | Returns unrelated generic posts
Non-English:
"学习编程最好的方法" (Chinese)
→ Relevance: 0.45-0.51 | Reddit is English-dominant, poor cross-lingual results
| Goal | Pattern | Relevance |
|---|---|---|
| Compare products | "[Product A] vs [Product B] which should I use" | 0.70-0.81 |
| Find switchers | "why I switched from [A] to [B]" | 0.70-0.73 |
| Money/hustle topics | "[topic] that actually [works/makes money] not [scam/hype]" | 0.70-0.77 |
| App recommendations | "[category] apps which one is [accurate/best] and why" | 0.67-0.72 |
| Pain points | "I hate my current [tool] it is so [frustrating/slow]" | 0.60-0.64 |
| Solutions seeking | "[problem] tried everything what actually works" | 0.60-0.63 |
Each result includes:
title, content - Post textsubreddit - Source communityupvotes, comments - Engagement metricsrelevance (0-1) - Semantic match score (0.5+ is good, 0.6+ is strong)sentiment - Discussion/Q&A/Story Sharing/Original Content/Newsurl - Direct Reddit linkExample response:
{
"id": "1oecf5e",
"title": "Trying to solve the productivity stack problem",
"content": "The perfect productivity app doesn't exist. No single app can do everything well, so we use a stack of apps. But this creates another problem: multi app fragmentation...",
"subreddit": "productivityapps",
"upvotes": 1,
"comments": 0,
"relevance": 0.631,
"sentiment": "Discussion",
"url": "https://reddit.com/r/productivityapps/comments/1oecf5e"
}
Find SaaS opportunity:
reddit_search: "frustrated with project management tools for remote teams"Validate idea:
reddit_search: "[your product category] recommendations"Content research:
reddit_get_subreddit: Get posts from target communityreddit_search: Find specific questions/discussions