# prospector

> Use this tool when you need to uncover unmet needs and trends on Reddit, and automate research tasks. The Prospector mines Reddit topics and doubles as an MCP server, allowing for seamless integration with Claude for in-depth research. It takes Reddit data as input and outputs valuable insights, making it ideal for market research, trend analysis, and understanding customer needs.

Canonical page: https://skillsregistry.net/skills/011-sam-110-prospector  
JSON: https://api.skillsregistry.net/v1/skills/011-sam-110-prospector

## Description

Mine Reddit for unmet needs — a plug-and-play topic miner that doubles as an MCP server so Claude can do Reddit research.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** social-media
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/csc14fi4yb)
- **Repository:** <https://github.com/011-sam-110/Prospector>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "011-sam-110-prospector"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/011-sam-110-prospector` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/011-sam-110-prospector/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt