genpark-agent-dynamic-few-shot-example-selector-skill

Official

by alphaparkinc

Overview Schema Source Related Servers Discussions Admin

Python

Local

Related Servers

Alternatives to genpark-agent-dynamic-few-shot-example-selector-skill

No user-submitted related servers found.

Related Servers

genpark-agent-dynamic-few-shotofficial
RAG Systems AI & Machine Learning
Alpha-Park
F
license
Not graded
quality
B
maintenance
Enables MCP-compliant clients and autonomous agents to pick optimal few-shot in-context exemplars by combining semantic token overlap, cosine similarity, and Maximal Marginal Relevance diversity ranking for prompt optimization. Runs deterministically on the Python standard library with zero external dependencies, avoiding frontier LLM round-trips for sub-millisecond selection.
Updated 2 days ago (2026-09-29 10:19 UTC)
7
-
genpark-agentic-cache-semanticofficial
Agent Orchestration AI & Machine Learning
alphaparkinc
F
license
Not graded
quality
B
maintenance
Enables agents to deduplicate semantic prompt caches by measuring Jaccard token overlap, preventing redundant LLM calls and reducing cost. It provides deterministic lookup-or-insert cache behavior through an MCP-compatible interface.
Updated 17 days ago (2026-09-14 04:48 UTC)
8
-
genpark-agent-hybrid-memoryofficial
Knowledge & Memory RAG Systems
Alpha-Park
F
license
Not graded
quality
B
maintenance
Enables MCP-compatible agents and IDEs to retrieve episodic long-term memories using hybrid BM25 keyword search, semantic n-gram cosine similarity, and recency decay ranking, with deterministic zero-dependency execution.
Updated 3 days ago (2026-09-28 10:53 UTC)
7
-
genpark-context-window-lost-inofficial
RAG Systems Knowledge & Memory
alphaparkinc
A
license
Not graded
quality
B
maintenance
Enables agents to optimize context-window attention by reordering retrieved documents so critical evidence lands at prompt boundaries, mitigating lost-in-the-middle degradation. It combines BM25 lexical scoring, dense vector similarity, reciprocal rank fusion, knowledge-graph expansion, and recency-decay memory caching, exposed as a zero-dependency MCP stdio server.
Updated 3 days ago (2026-09-28 02:58 UTC)
7
MIT
Modular RAG MCP Server
Agent Orchestration AI & Machine Learning
MiemieYang-yang
A
license
Not graded
quality
C
maintenance
Enables AI assistants to perform retrieval-augmented generation with hybrid search, reranking, multi-modal image processing, and RAG evaluation through standardized MCP tools.
Updated a month ago (2026-08-21 09:55 UTC)
MIT
Memwyreofficial
Knowledge & Memory RAG Systems Vector Databases
memwyreai
A
license
A
quality
A
maintenance
MCP-native persistent memory layer for AI agents across Claude Code, Cursor, VS Code, and OpenClaw. Powered by hybrid vector search, BM25, and cross-encoder reranking with a published 73.1% LoCoMo benchmark accuracy.
Updated 24 days ago (2026-09-07 04:53 UTC)
8
4
Apache 2.0