Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for LLM prompt engineering
- ✓Actively maintained (<30d)
- ✓Clear description
- ✓Topics declared
- ✓Documented (README)
- !No standard license detected
claude mcp add genpark-few-shot-mmr-diversity-selector-skill -- uvx genpark-few-shot-mmr-diversity-selector-skill{
"mcpServers": {
"genpark-few-shot-mmr-diversity-selector-skill": {
"command": "uvx",
"args": ["genpark-few-shot-mmr-diversity-selector-skill"]
}
}
}MCP Servers overview
# GenPark Few-Shot MMR Diversity Selector [](https://opensource.org/licenses/MIT) [](https://www.python.org/) [](https://modelcontextprotocol.io/) [](https://www.genpark.ai) Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for LLM prompt engineering. Part of the **GenPark AI Agent Skills Ecosystem**. --- ## 🌟 Key Features - **100% Python Standard Library**: Zero third-party runtime dependencies. - **MCP Native**: Plugs directly into Claude Desktop, Cursor, LobeChat, and autonomous agent DAGs. - **Production Resilience**: Strict schema conformance, zero data loss, enterprise hardened. ## 🚀 Installation & Usage Run as an MCP server: ```bash python mcp_server.py ``` Use directly as a library: ```python from client import * ``` See `example_usage.py` for comprehensive integration demonstrations. ## 📄 License MIT License. Maintained by [GenPark AI](https://www.genpark.ai).
What people ask about genpark-few-shot-mmr-diversity-selector-skill
What is alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill?
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alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill is mcp servers for the Claude AI ecosystem. Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for LLM prompt engineering It has 7 GitHub stars and its last recorded update is dated 2026-10-19.
How do I install genpark-few-shot-mmr-diversity-selector-skill?
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You can install genpark-few-shot-mmr-diversity-selector-skill by cloning the repository (https://github.com/alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill safe to use?
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Our security agent has analyzed alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill and assigned a Trust Score of 70/100 (tier: OK). See the full breakdown of passed checks and flags on this page.
Who maintains alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill?
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alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill is maintained by alphaparkinc. The last recorded GitHub activity is dated 2026-10-19, with 0 open issues.
Are there alternatives to genpark-few-shot-mmr-diversity-selector-skill?
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Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.
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