MCP servers and skills: search, filter by where they run, and compare.
Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're ther
OfficialSkillApache-2.0★ 256 in collectionNo key
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or
OfficialSkillMIT★ 40k in collectionNo key
Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media fe
OfficialSkillMIT★ 40k in collectionNo key
Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media fe
OfficialSkillApache-2.0★ 256 in collectionNo key
Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKILL.md. Five sources · four tiers · single-file Shadcn report.
SkillApache-2.0★ 204No key
The first open-source GEO linter. 92 rules for SEO, GEO, and content quality — built for AI agents to run, read, fix, and re-lint automatically.
SkillMIT★ 40No key
Open-source Agent Skills for GEO — 6 skills to diagnose, fix, and monitor AI visibility for your website. Works with Claude Code, OpenCode, OpenClaw, Codex, Cursor.
SkillApache-2.0★ 31No key
Expert SurrealDB 3 skill for AI coding agents (Claude, Codex, Amp, Gemini CLI, Copilot, Cursor). SurrealQL, multi-model data modeling, graph queries, vector search, WASM extensions, and full ecosystem
SkillMIT★ 34No key
AI-powered personalized IELTS corpus distillation — install-only skill (zero-backend Agent loop) + runnable backend with QMD-RAG. 7-stage pipeline producing schema-validated corpus.json & static profi
SkillMIT★ 33No key
Production-grade GEO best practices for AI agents — everything you need to optimize content for AI search engines and LLM-based answer engines
SkillMIT★ 12No key
An LLM-powered interactive literature search Skill that turns research ideas into structured, copy-ready queries for Web of Science, Scopus, IEEE Xplore, Google Scholar, CNKI, and Wanfang, with option
SkillMIT★ 3Few starsNo key
Professional patent intelligence skills for Claude — Bilingual Arabic/English | مهارات براءات الاختراع الاحترافية لـ Claude
SkillMIT★ 4Few starsNo key
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or
OfficialSkillApache-2.0★ 256 in collectionNo key
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