prompt-library-mcp-server
by AiAgentKarl
README.md
# Prompt Library 📚
Community-driven library of tested prompts and configurations — **npm for AI agent prompts**.
## Installation
```bash
pip install prompt-library-mcp-server
```
```json
{"mcpServers": {"prompts": {"command": "uvx", "args": ["prompt-library-mcp-server"]}}}
```
## Tools
| Tool | Description |
|------|-------------|
| `search_prompts` | Find prompts by keyword or category |
| `get_prompt` | Get a specific prompt ready to use |
| `share_prompt` | Add your own prompt to the library |
| `rate_prompt` | Upvote or downvote prompts |
| `list_popular_prompts` | See most popular prompts |
## Pre-loaded Prompts
Ships with tested prompts for code review, API docs, data analysis, bug investigation, market research, and security audits.
---
## More MCP Servers by AiAgentKarl
| Category | Servers |
|----------|---------|
| 🔗 Blockchain | [Solana](https://github.com/AiAgentKarl/solana-mcp-server) |
| 🌍 Data | [Weather](https://github.com/AiAgentKarl/weather-mcp-server) · [Germany](https://github.com/AiAgentKarl/germany-mcp-server) · [Agriculture](https://github.com/AiAgentKarl/agriculture-mcp-server) · [Space](https://github.com/AiAgentKarl/space-mcp-server) · [Aviation](https://github.com/AiAgentKarl/aviation-mcp-server) · [EU Companies](https://github.com/AiAgentKarl/eu-company-mcp-server) |
| 🔒 Security | [Cybersecurity](https://github.com/AiAgentKarl/cybersecurity-mcp-server) · [Policy Gateway](https://github.com/AiAgentKarl/agent-policy-gateway-mcp) · [Audit Trail](https://github.com/AiAgentKarl/agent-audit-trail-mcp) |
| 🤖 Agent Infra | [Memory](https://github.com/AiAgentKarl/agent-memory-mcp-server) · [Directory](https://github.com/AiAgentKarl/agent-directory-mcp-server) · [Hub](https://github.com/AiAgentKarl/mcp-appstore-server) · [Reputation](https://github.com/AiAgentKarl/agent-reputation-mcp-server) |
| 🔬 Research | [Academic](https://github.com/AiAgentKarl/crossref-academic-mcp-server) · [LLM Benchmark](https://github.com/AiAgentKarl/llm-benchmark-mcp-server) · [Legal](https://github.com/AiAgentKarl/legal-court-mcp-server) |
[→ Full catalog (40+ servers)](https://github.com/AiAgentKarl)
## License
MIT
TDQS
A4/5.0
Scored across 5 tools
Disambiguation5/5
Each tool targets a distinct action: get by ID, list popular, rate, search, and share. No functional overlap.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern in snake_case (e.g., get_prompt, share_prompt).
Tool Count5/5
5 tools cover the essential operations for a prompt library without being excessive or insufficient.
Completeness4/5
Core CRUD-like operations are present (read, list, search, create, rate). Missing update/delete for prompts, but the surface covers primary use cases.
Maintenance
ActivityInactive
ResponsivenessNo issues