semantic-search skills

201 tagged semantic-search, measured the same way as everything else here.

Browse within: context-management 57developer-productivity 57knowledge-graph 57retrieval-augmented-generation 34pinecone 26vector-database 15embeddings 13hybrid-search 11agentic 10agentskills 10local-first 10self-hosted 10skills-sh 9clinical-research 8

zotero-cli

01

54yyyu/zotero-mcp

Skill Claude CodeCodex

Read and write a Zotero library from the shell with the zotero-cli command - search papers by keyword or meaning, read PDF full text and page ranges, get and set metadata, manage collections, tags, notes and annotations, add items by DOI/URL/ISBN, and export bibliographies. Use whenever the user asks about their…

4.9k +23 8d ago A 93 tokens original MIT

setup

05

qdrant/mcp-server-qdrant

Skill Claude CodeCodex

Configure the Qdrant Power after installation. Use this skill for missing uvx, missing environment variables, unapproved environment variables, unavailable Qdrant tools, "Failed to connect" errors, and setup requests.

1.5k 19d ago C 45 tokens original Apache-2.0

mcp-local-rag

06

shinpr/mcp-local-rag

Skill Claude CodeCodex

Searches, saves, and maintains a local document index through a local RAG MCP server. Use when user says "search my docs", "save this page", "read around that chunk", "sync my index", or invokes npx mcp-local-rag.

378 +1 3d ago A 61 tokens original MIT

asta-skill

07

Agents365-ai/asta-skill

Skill Claude CodeCodex

Domain expertise for Ai2 Asta MCP tools (Semantic Scholar corpus). Intent-to-tool routing, safe defaults, workflow patterns, and pitfall warnings for academic paper search, citation traversal, and author discovery.

182 +1 1mo ago B 45 tokens original MIT

codemark

08

DanielCardonaRojas/codemark

Skill Claude CodeCodex

Manage structural code bookmarks that survive refactoring. Use when the user says "remember this", "bookmark this", "save this location", "load my bookmarks", "what do I have bookmarked", "mark this code", "codemark", or when starting a new session and needing to reload context from a previous session. Also use…

123 13d ago A 97 tokens original MIT

apple-dev-docs

09

BingoWon/apple-rag-mcp

Skill Claude CodeCodex

Search and retrieve Apple's official developer documentation, WWDC video transcripts, and framework references using semantic RAG. Use when the user asks about Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), frameworks (SwiftUI, UIKit, ARKit, Core Data, HealthKit, StoreKit, etc.), Swift language features, Xcode…

116 1mo ago A 89 tokens original MIT

pinecone-io/pinecone-claude-code-plugin

Skill Claude CodeCodex

Create, ingest into, and query a Pinecone full-text-search (FTS) index using the preview API (2026-01.alpha, public preview). Use when the user or agent asks to build a text search index on Pinecone, add dense or sparse vector fields, ingest documents, construct scoreby clauses (text / querystring / densevector /…

68 18d ago A 153 tokens original MIT

pinecone:n8n

11

pinecone-io/pinecone-claude-code-plugin

Skill Claude CodeCodex

Build n8n workflows using the Pinecone Assistant node or Pinecone Vector Store node. Use when building RAG pipelines, chat-with-docs workflows, configuring Pinecone nodes in n8n, troubleshooting Pinecone n8n nodes, or asking about best practices for Pinecone in n8n.

68 18d ago A 67 tokens original MIT

pinecone:quickstart

12

pinecone-io/pinecone-claude-code-plugin

Skill Claude CodeCodex

Interactive Pinecone quickstart for new developers. Choose between two paths - Database (create an integrated index, upsert data, and query using Pinecone MCP + Python) or Assistant (create a Pinecone Assistant for document Q&A). Use when a user wants to get started with Pinecone for the first time or wants a guided…

68 18d ago A 79 tokens original MIT

Agents365-ai/semanticscholar-skill

Skill Claude CodeCodex

Use when searching academic papers, looking up citations, finding authors, or getting paper recommendations using the Semantic Scholar API. Triggers on queries about research papers, academic search, citation analysis, or literature discovery.

68 1mo ago A 48 tokens original MIT

arxiv-search

14

yorkeccak/scientific-skills

Skill Claude CodeCodex

Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

61 7mo ago B 29 tokens original MIT

biomedical-search

15

yorkeccak/scientific-skills

Skill Claude CodeCodex

Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.

61 7mo ago B 30 tokens original MIT

chembl-search

16

yorkeccak/scientific-skills

Skill Claude CodeCodex

Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.

61 7mo ago B 28 tokens original MIT

byenzyme/enzyme

Skill Claude CodeCodex

Enzyme workspace setup, re-setup, and repair. Use when the user asks to set up Enzyme, diagnose an existing setup, repair retrieval, or clean up an old setup before reinitializing. Existing .enzyme files or installed runtime instructions are not proof that setup is complete. Diagnoses read-only against what Enzyme…

59 4d ago A 119 tokens

byenzyme/enzyme

Skill Claude CodeCodex

Connect an unfamiliar SQLite database to Enzyme without changing the source data. Inspect the database, decide which query columns represent identity, people, time, content, and folders, show real examples for approval, save the mapping in TOML, and verify init and refresh. Use for email, message, CRM, archive, or…

59 4d ago A 80 tokens

lilbee-mcp-wiki

19

tobocop2/lilbee

Skill Claude CodeCodex

Wiki layer for lilbee. Use only when the user explicitly asks about wiki / concept / entity / synthesis pages, or when lilbeestatus shows a built wiki. Requires the lilbee-mcp skill to be active for the underlying MCP connection.

47 2d ago A 60 tokens original MIT

lilbee-mcp

20

tobocop2/lilbee

Skill Claude CodeCodex

Search and manage the user's local lilbee knowledge base over MCP. Use whenever the user has indexed code, docs, PDFs, or web pages into lilbee and you need cited answers, or whenever they ask you to ingest content, swap models, or tune retrieval against their library. Every fact returned cites file and line.…

47 2d ago A 95 tokens original MIT

commit

21

aviatesk/obsidian-sonar

Skill Claude CodeCodex

MUST invoke before creating any git commit. Provides commit message format and safety rules.

44 8d ago A 19 tokens AGPL-3.0

sense

22

luuuc/sense

Skill Claude CodeCodex

Local-only MCP server that gives AI coding agents structural understanding of your codebase — symbol graph, blast radius, semantic search, and auto-detected project conventions. Reduces tool calls and tokens for any task that depends on understanding code relationships rather than reading text.

35 2d ago C 54 tokens original MIT

notebrain-assistant

23

nmdra/notebrain-cli

Skill Claude CodeCodex

Search and explore an Obsidian vault through the NoteBrain CLI (semantic search, tags, backlinks, connections, hidden links, boosted retrieval). Use it whenever the user mentions their notes, knowledge base, Obsidian vault, semantic search, finding connections or unlinked notes, or asks exploratory questions like…

27 12d ago A 130 tokens original MIT

assistant

24

pinecone-io/gemini-cli-extension

Skill Claude CodeCodex

Create, manage, and chat with Pinecone Assistants for document Q&A with citations. Handles all assistant operations - create, upload, sync, chat, context retrieval, and list. Recognizes natural language like "create an assistant from my docs", "ask my assistant about X", or "upload my docs to Pinecone".

23 18d ago A 68 tokens original MIT