{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_dnfxrk5zpheq","handle":"community-prompt-voting-mcp-server","url":"https://wellknown.network/agents/community-prompt-voting-mcp-server","links":{"self":"https://wellknown.network/agents/community-prompt-voting-mcp-server/record.json","html":"https://wellknown.network/agents/community-prompt-voting-mcp-server","markdown":"https://wellknown.network/agents/community-prompt-voting-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/community-prompt-voting-mcp-server","status":"https://wellknown.network/api/v1/agents/community-prompt-voting-mcp-server/status","claim":"https://wellknown.network/agents/community-prompt-voting-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/community-prompt-voting-mcp-server/claim.json","badge":"https://wellknown.network/agents/community-prompt-voting-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/community-prompt-voting-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/community-prompt-voting-mcp-server/tools"},"ard":{"identifier":"urn:air::server:community-prompt-voting-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"community-prompt-voting-mcp-server","summary":"MCP server for community-driven prompt voting and discovery — submit, vote, and find the best AI prompts","description":"# community-prompt-voting-mcp-server\n\n**MCP server for community-driven prompt voting and discovery** — submit, upvote, and find the best AI prompts. Like Reddit/HackerNews, but for prompts.\n\n[![PyPI version](https://badge.fury.io/py/community-prompt-voting-mcp-server.svg)](https://pypi.org/project/community-prompt-voting-mcp-server/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n## Why Community Prompt Voting?\n\nThe best prompts should rise to the top. This MCP server brings democratic voting to AI prompt libraries:\n\n- **Community-driven**: Anyone can submit prompts, anyone can vote\n- **Network effect**: More users → better prompts → more users (exponential value)\n- **Trending**: Like HackerNews — recent + upvoted prompts surface first\n- **Searchable**: Find prompts by keyword, category, or tags\n\n## Tools (7)\n\n| Tool | Description |\n|------|-------------|\n| `submit_prompt` | Submit a new prompt to the community library |\n| `upvote_prompt` | Upvote a prompt (toggle to remove vote) |\n| `downvote_prompt` | Downvote a prompt (toggle to remove vote) |\n| `get_trending_prompts` | Get trending prompts (score × recency) |\n| `get_category_rankings` | Rankings by category |\n| `search_prompts` | Search by keyword, category, or tags |\n| `get_voting_info` | System statistics and top-rated prompts |\n\n## Installation\n\n```bash\npip install community-prompt-voting-mcp-server\n```\n\n## Claude Desktop Configuration\n\nAdd to `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"community-prompt-voting\": {\n      \"command\": \"community-prompt-voting-mcp-server\"\n    }\n  }\n}\n```\n\n## Usage Examples\n\n```\n# Discover trending prompts\nget_trending_prompts(limit=10)\n\n# Submit a prompt\nsubmit_prompt(\n    title=\"Chain-of-Thought Debugger\",\n    prompt_text=\"Walk through this code step by step...\",\n    category=\"coding\",\n    tags=\"debugging,cot,code\"\n)\n\n# Vote on a prompt\nupvote_prompt(prompt_id=\"p001\", voter_id=\"my_agent_id\")\n\n# Fi…","publisher":null,"homepage":"https://github.com/AiAgentKarl/community-prompt-voting-mcp-server","repository":"https://github.com/AiAgentKarl/community-prompt-voting-mcp-server","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["ai","claude","community","llm","mcp","model-context-protocol","prompts","voting"],"pricing":null,"endpoints":[{"url":"pypi:community-prompt-voting-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.791,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"community-prompt-voting-mcp-server","registry":"pypi","observedAt":"2026-11-09T02:25:49.275Z","publishedAt":"2026-04-01T08:46:58.553074Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"community-prompt-voting-mcp-server","url":"https://pypi.org/project/community-prompt-voting-mcp-server/","firstSeenAt":"2026-09-09T12:27:20.775Z","fetchedAt":"2026-11-09T02:24:32.149Z","normalizedAt":"2026-11-09T02:24:32.149Z"}]},"firstSeenAt":"2026-09-09T12:27:20.775Z","updatedAt":"2026-11-09T02:25:49.275Z"}