Find the Right AI Skill for Any Job

schema

Database management tool for schema. Provides commands, templates, and domain-specific knowledge.

Ontology

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

ByteRover - Headless

Query and curate knowledge-base using ByteRover CLI. Use `brv query` for knowledge retrieval, `brv curate` for adding context, and `brv push/pull` for syncing.

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Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs RAG/semantic search, or wants to start a local web UI for their docs.

Notion Enhanced

Integrate with Notion workspaces to read pages, query databases, create entries, and manage content. Perfect for knowledge bases, project tracking, content calendars, CRMs, and collaborative documentation. Works with any Notion page or database you explicitly share with the integration.

NaviMem

Shared web task memory for AI agents. Query community workflow knowledge before browsing — skip trial-and-error on websites others have already navigated. Re...

Edge Knowledge Graph

Build and query focused knowledge graph subgraphs locally on resource-limited edge devices for low-latency, offline-aware reasoning and incremental updates.

Engram — Knowledge Graphs for AI Agents

Build, query, and maintain structured knowledge graphs. Use when you need to remember relationships between code components, services, people, or any concept...

Ontology Knowledge Graph

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

SwarmRecall Knowledge

Knowledge graph with entities, relations, traversal, and semantic search via the SwarmRecall API. Build and query structured knowledge graphs with vector emb...

Knowledge Mapper

Parse Markdown and TXT documents to extract entities and their co-occurrence relationships, allowing querying and exporting knowledge graphs in text, JSON, o...

Flexible Database Design – SQLite flexible schema & knowledge base skill

Guide agents and users to design and implement a "flexible database" on SQLite that can handle semi-structured, multi-source data. Typical scenarios: persona...

Carapace — Shared Knowledge Base for AI Agents

Query and contribute structured understanding to Carapace — the shared knowledge base for AI agents. Includes Chitin integration for bridging personal and di...

Aura for OpenClaw

Compile multi-format documents into local queryable knowledge bases and manage persistent AI memory tiers using Aura Core with zero network requests.

Ontology

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

gzoonet/cortex

[](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex) 📇 🏠 - Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph

WhatsApp FAQ Bot

Build and query a FAQ knowledge base from markdown files. Use when asked to create a FAQ bot, set up automatic answers, build a knowledge base, add FAQ entri...

Gangtise Kb

Query Gangtise knowledge base API to search and retrieve financial/market information. Use when the user asks about stocks, companies, market concepts, finan...

zqtest

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Fox Ontology

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Claw SQLite Knowledge

Knowledge base skill that wraps the clawsqlite knowledge CLI for ingest/search/show.

Ontology 1.0.4

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Data Twingler Skill for SQL, SPARQL, and GraphQL

Execute SQL, SPARQL, SPASQL, SPARQL-FED, and GraphQL queries against live data spaces and knowledge graphs via OpenLink's OpenAPI-compliant web services. Use...

Gno

Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs RAG/semantic search, or wants to start a local web UI for their docs.

ontology

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

TypeScript Coder

Expert 10x engineer with extensive knowledge of TypeScript fundamentals, migration strategies, and best practices. Use when asked to "add TypeScript", "migra...

Obsidian - read, search, write and edit direct to obsidian vault.

Work with Obsidian vaults as a knowledge base. Features: fuzzy/phonetic search across all notes, auto-folder detection for new notes, create/read/edit notes with frontmatter, manage tags and wikilinks. Use when: querying knowledge base, saving notes/documents, editing existing notes by user instructions.

OpenAlexandria

Query and submit artifacts to the OpenAlexandria federated knowledge protocol (reference node by default).

rag-query

Query the RAG knowledge base (Qdrant kb_main) by semantic search. Returns top-k chunks with text, doc_id, source, text_type, topic_tags.

Taiwan Calendar Plugin

Taiwan calendar query for accurate working day/holiday information. Use when user asks about Taiwan dates, working days, holidays, make-up workdays, or needs date calculations. Solves Claude's knowledge cutoff issues with Taiwan's administrative calendar.

QMD CLI

Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes, documentation, meeting transcripts, and any markdown-based knowledge. Requires qmd CLI installed (bun install -g https://github.com/tobi/qmd).

Hermit Search Publish

Local semantic search over knowledge base collections powered by Hermit. Use when: searching knowledge base, semantic search, querying documents, managing co...

Context7 API Documentation Fetcher

Fetch up-to-date library documentation via Context7 API. Use PROACTIVELY when: (1) Working with ANY external library (React, Next.js, Supabase, etc.) (2) User asks about library APIs, patterns, or best practices (3) Implementing features that rely on third-party packages (4) Debugging library-specific issues (5) Need current documentation beyond training data cutoff Always prefer this over guessing library APIs or using outdated knowledge.

LightRAG Knowledge Base

Deploy LightRAG as a shared knowledge graph for OpenClaw agents. Gives all your agents a common brain — query cross-agent knowledge, auto-index daily logs, a...

ExpertPack Export

Export an OpenClaw instance's accumulated knowledge into a structured ExpertPack composite. Use when backing up an agent's identity, exporting for migration,...

Grok Research

Crypto research via Grok model's real-time X/Twitter knowledge. Forwards the user's query as-is to Grok API — no prompt injection, no context bloat. Use when...

Nate Jones Second Brain

Set up and operate a personal knowledge system using Supabase (pgvector) and OpenRouter. Five structured tables — thoughts (inbox log), people, projects, ide...

KameleonDB

Store and query structured data without planning schemas upfront. Use when you need to remember information, track entities across conversations, build knowledge bases, ingest API data, store user preferences, create CRM systems, or maintain any persistent state. Automatically evolves data structure as you discover new fields. No migrations, no schema design - just store data and query it.

MoltysMind

Collective AI knowledge layer with blockchain-verified voting. Query, contribute, and vote on shared knowledge.

baidu baike search

The Baidu Baike Component is a knowledge service tool designed to query authoritative encyclopedia explanations for various nouns. Its core function is given a specific "noun" (object, person, location, concept, event, etc.) provided by the user, it returns a standardized, detailed entry explanation sourced from Baidu Baike.

QMD Plus

Enhanced QMD search with LLM-powered query expansion. Better recall and precision for multilingual knowledge bases. Use when users ask to search notes, find...

OpenViking

RAG and semantic search via OpenViking Context Database MCP server. Query documents, search knowledge base, add files/URLs to vector memory. Use for document Q&A, knowledge management, AI agent memory, file search, semantic retrieval. Triggers on "openviking", "search documents", "semantic search", "knowledge base", "vector database", "RAG", "query pdf", "document query", "add resource".

Agent Knowledge Protocol — decentralized peer-reviewed knowledge graph for AI agents. Contribute facts, query the network, review claims, and onboard to the DHT network.

Agent Knowledge Protocol — connect any project to a decentralized peer-reviewed knowledge network. Setup, contribute, query, and review knowledge units in on...

Ontology.Bak

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

RagClaw Knowledge Base

Local-first knowledge base to index, search, and manage documents and web pages offline using SQLite and local embedding models.

Felo LiveDoc

Manage Felo LiveDocs (knowledge bases) and their resources. Use when users want to create, manage, or query knowledge bases, upload documents, add URLs, or p...

org-memory

Structured knowledge base and task management using org-mode files. Query, mutate, link, and search org files and org-roam databases with the `org` CLI.

Cogmate Client

Access and query Cogmate personal knowledge systems for knowledge retrieval, semantic search, and Q&A using a valid CogNexus access token.