community-prompt-voting-mcp-server

MCP server for community-driven prompt voting and discovery — submit, upvote, and find the best AI prompts. Like Reddit/HackerNews, but for prompts.

[](https://pypi.org/project/community-prompt-voting-mcp-server/) [](https://opensource.org/licenses/MIT)

The best prompts should rise to the top. This MCP server brings democratic voting to AI prompt libraries:

• Community-driven: Anyone can submit prompts, anyone can vote
• Network effect: More users → better prompts → more users (exponential value)
• Trending: Like HackerNews — recent + upvoted prompts surface first
• Searchable: Find prompts by keyword, category, or tags

| Tool | Description | |------|-------------| | submit_prompt | Submit a new prompt to the community library | | upvote_prompt | Upvote a prompt (toggle to remove vote) | | downvote_prompt | Downvote a prompt (toggle to remove vote) | | get_trending_prompts | Get trending prompts (score × recency) | | get_category_rankings | Rankings by category | | search_prompts | Search by keyword, category, or tags | | get_voting_info | System statistics and top-rated prompts |

pip install community-prompt-voting-mcp-server

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "community-prompt-voting": {
      "command": "community-prompt-voting-mcp-server"
    }
  }
}

# Discover trending prompts
get_trending_prompts(limit=10)

# Submit a prompt
submit_prompt(
    title="Chain-of-Thought Debugger",
    prompt_text="Walk through this code step by step...",
    category="coding",
    tags="debugging,cot,code"
)

# Vote on a prompt
upvote_prompt(prompt_id="p001", voter_id="my_agent_id")

# Fin