semantic-search skills

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

Browse within: embeddings 50retrieval-augmented-generation 36pinecone 26vector-database 22clinical-research 16comprehensive-search 16self-hosted 16Orchestration 15agent-memory-system 15agentic-control-plane 15bitemporal 15cli 15codegraph 15markdown 14

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…

not rated 5.4k +122 changed 9d ago A SkillSpector: pass 93 tokens original MIT

setup

02

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.

not rated 1.5k +3 1mo ago C SkillSpector: warn 45 tokens original Apache-2.0

asta-skill

03

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.

not rated 182 3mo ago B SkillSpector: warn 45 tokens original MIT

cerul

04

cerul-ai/cerul

Skill Claude CodeCodex needs its repo

Search local videos by meaning, exact words or reference image, analyze scenes, and export clips using the cerul CLI.

not rated 163 +3 changed 8d ago A SkillSpector: pass 27 tokens original Apache-2.0

codemark

05

DanielCardonaRojas/codemark

Skill Claude Code

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…

not rated 128 +1 12d ago A SkillSpector: pass 97 tokens original MIT

memwal

06

MystenLabs/MemWal

Skill Claude CodeCodex

Walrus Memory SDK — portable agent memory that works across apps, sessions, and workflows. Use when users say: "add memory to my app" "portable agent memory" "integrate Walrus Memory" "AI agent memory" "memory across agents" "Walrus memory storage" "setup Walrus Memory" "recall memories".

not rated 120 +2 changed 5d ago A 80 tokens original Apache-2.0

fluiddb-feedback

07

TheMind-AI/fluid-db

Skill Claude CodeCodex

Report observed FluidDB failures, confusing behavior or notable successes through HiveNet, including structured failed-task reports and replies to owner questions.

not rated 113 16d ago A 30 tokens original Apache-2.0

byenzyme/enzyme

Skill Codex

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 a workspace program in the Enzyme language, and verify init and refresh. Use for email…

not rated 88 +2 changed today A 83 tokens

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.

not rated 68 3mo ago A SkillSpector: warn 48 tokens original MIT

lilbee-mcp

10

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.…

not rated 66 +2 changed 4d ago A SkillSpector: warn 95 tokens original MIT

sense

11

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.

not rated 39 yesterday C 54 tokens original MIT

notebrain-assistant

12

nmdra/notebrain-cli

Skill Claude Code

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…

not rated 28 +1 changed 22d ago A SkillSpector: pass 129 tokens original MIT

Foxfire1st/agents-remember

Skill Claude CodeCodex

Review the agents-remember cockpit dashboard like a user: discover the intended workflow scenarios, detect missing views and where users get stuck, and judge whether the UI is self-explanatory at a glance / leads the user / progressively discloses / has clear hierarchy / is a good observability surface. Conducts the…

not rated 27 8d ago A SkillSpector: pass 102 tokens original MIT

mdvs

14

edochi/mdvs

Skill Claude Code

Use mdvs search for any content lookup in a markdown directory — semantic / hybrid / SQL-filtered, beats Grep / Glob for finding by meaning. mdvs init infers a schema from existing markdown, mdvs check validates frontmatter, mdvs update evolves the schema as the KB grows. Activate whenever the project contains…

not rated 27 12d ago A 93 tokens original MIT

help

15

pinecone-io/gemini-cli-extension

Skill Claude CodeCodex

Overview of all available Pinecone skills and what a user needs to get started. Invoke when a user asks what skills are available, how to get started with Pinecone, or what they need to set up before using any Pinecone skill.

not rated 23 2mo ago A SkillSpector: pass 50 tokens original MIT

openviglet/turing-ce

Skill Claude Code

Compose on-brand narrative content (articles, video scripts, newsletters, and one-pagers) for Acme Corp. Use this skill whenever the user asks to draft, write, restructure, or polish marketing or editorial content; needs a pull quote extracted from source material; wants a topic turned into a mind-map; or asks to…

not rated 23 +1 3d ago A SkillSpector: pass 127 tokens original Apache-2.0

sgrep

17

XiaoConstantine/sgrep

Skill Claude CodeCodex

Semantic and hybrid code and conversation search for intent-based queries. Use when exploring unfamiliar codebases, finding code by concept instead of exact text, or recalling past agent conversations about similar problems.

not rated 20 +5 27d ago A 40 tokens original Apache-2.0

lume-design

18

byte5ai/palaia

Skill Claude Code

Use this skill to generate well-branded interfaces and assets for Omadia UI (Lume design system), either for production or throwaway prototypes/mocks/etc. Contains essential design guidelines, colors, type, fonts, assets, and UI kit components for prototyping.

not rated 20 4d ago A 57 tokens original MIT

kintopp/rijksmuseum-mcp-plus

Skill Claude CodeCodex

Research workflows for the Rijksmuseum MCP+ server, addressing Dutch arts, crafts, and history across the museum's holdings. Capabilities include keyword, structured, and semantic text search, text-to-image search, AI-driven image analysis, geospatial queries, collection statistics, Iconclass-driven iconographic…

not rated 17 changed today A SkillSpector: pass 141 tokens original MIT

pinecone-help

20

pinecone-io/skills

Skill Claude CodeCodex

Overview of all available Pinecone skills and what a user needs to get started. Invoke when a user asks what skills are available, how to get started with Pinecone, or what they need to set up before using any Pinecone skill.

not rated 15 changed 1mo ago A 52 tokens original MIT

engram

21

andrewhowdencom/.agents

Skill Claude CodeCodex

Orchestrates efficient read and write interactions with the engram unified memory store via MCP tools. Provides deterministic workflows for decomposing observations into atomic memories, composing four-dimensional queries (context, similarity, relationship, time) for maximum retrieval accuracy, managing agent-managed…

not rated 2 3mo ago A 84 tokens

semhood

22

AhmeedGamil/semhood

Skill Claude CodeCodex

Use semantic code search before reading files. Find relevant chunks by intent (e.g. "where is auth handled?") via the semhood MCP server, then read only what's needed.

not rated 1 4mo ago A 40 tokens original MIT

sensegrep-cli

23

Stahldavid/sensegrep

Skill Claude CodeCodex

Semantic-first code discovery via the sensegrep CLI. Default to sensegrep search for behavior, concepts, structure, and exploration; reserve sensegrep literal for known exact strings, regexes, exhaustive occurrence audits, or verification after discovery.

not rated 1 changed 22d ago A 50 tokens original Apache-2.0

vibo-selfdeed

24

vnbochkarev-netizen/ViBo-memory

Skill Claude CodeCodex

Use when the owner hands the agent a multi-step task: grill the intent first (G1-G5 plan card, owner gate), then run it as an autonomous mission — restore context from ViBo memory, find and fix problems safely, iterate via paths A/B/C, save lessons. Built-in DEMO memory (100 facts) works without the ViBo CLI.

not rated 1 1mo ago A 80 tokens original MIT

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