About community-prompt-voting-mcp-server
community-prompt-voting-mcp-server is an MCP server in the Gaming category: mCP server for community-driven prompt voting and discovery — submit, vote, and find the best AI prompts.
Install
uvx community-prompt-voting-mcp-serverpip install community-prompt-voting-mcp-serverThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (7)
downvote_promptDownvote a prompt (toggle to remove vote)
Parameters not published.
get_category_rankingsRankings by category
Parameters not published.
get_trending_promptsGet trending prompts (score × recency)
Parameters not published.
get_voting_infoSystem statistics and top-rated prompts
Parameters not published.
search_promptsSearch by keyword, category, or tags
Parameters not published.
submit_promptSubmit a new prompt to the community library
Parameters not published.
upvote_promptUpvote a prompt (toggle to remove vote)
Parameters not published.
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README
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.
Why Community Prompt Voting?
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
Tools (7)
| 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 |
Installation
pip install community-prompt-voting-mcp-server
Claude Desktop Configuration
Add to claude_desktop_config.json:
{
"mcpServers": {
"community-prompt-voting": {
"command": "community-prompt-voting-mcp-server"
}
}
}
Usage Examples
# 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")
# Find writing prompts
search_prompts(category="writing", sort_by="score")
# See all categories
get_category_rankings()
Categories
reasoning · coding · writing · data · education · creative · research · productivity · roleplay · other
Data Storage
Prompts and votes are stored locally at ~/.community_prompt_voting_store.json. The server ships with 5 seed prompts to bootstrap the community experience.
Network Effect
"The best prompts rise through community voting. Every new voter makes the library better for everyone."
This server is part of the AiAgentKarl MCP ecosystem — 55+ servers for AI agent infrastructure.
License
MIT
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.