Knowledge graphs

A skill your agent uses when the user asks to research a topic deeply, gather intelligence, or build a knowledge base.

qa10devteam/behive

Hybrid memory strategy combining OpenClaw's built-in QMD vector memory with Graphiti temporal knowledge graph.

clawdbrunner/openclaw-graphiti-memory

Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph.

flancian/agora

openloomi Memory tools - search and manage the holistic context (people, projects, decisions, knowledge base, chat insights).

melandlabs/openloomi

Installs the cognee AI memory library in a Python environment, sets the LLM key and gets a first remember and recall script running with the Python SDK.

topoteretes/cognee

Query the Dev Knowledge Graph via SPARQL instead of grepping raw session files.

robertoshimizu/session-graph

Bulk-import a large RDF graph (code graph, corpus, GitHub history, etc.) into a DKG node's working memory.

OriginTrail/dkg

Launch the interactive web dashboard to visualize a codebase's knowledge graph

Xircth/VibeX

Runs a project literature review in an Obsidian vault: paper notes in Sources/Papers feed Knowledge synthesis, a Writing handoff and a default literature canvas.

Galaxy-Dawn/claude-scholar

Direct access to Google's own SEO data via Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, GA4 organic…

seranking/seo-skills

Use sift-kg as an AI second brain — a persistent knowledge graph your agent operates from across sessions.

juanceresa/sift-kg

A skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…

crabbuild/compass

Interact with the Hypatia AI memory system using natural language.

MarchLiu/hypatia

Operate Kapso (PyPI leeroo-kapso), the long-running agents that optimize AI and Data systems, from a coding session — verify the install with kapso doctor, launch and follow an evolve campaign…

Leeroo-AI/kapso

Comprehensive code review guidance — process, checklist, feedback conventions.

OpenDCAI/DataMind

Analyze Yuque documents to uncover related topics, complementary notes, and cross-reference opportunities.

yuque/yuque-ecosystem

Browse entities in the Remnic knowledge graph and surface their facts and relationships.

joshuaswarren/remnic

Explore code structure, architecture, files, directories, and component relationships using the OpenTrace knowledge graph.

opentrace/opentrace

Query the DRKG (Drug Repurposing Knowledge Graph). An agent skill from QSong-github/DrugClaw.

QSong-github/DrugClaw

Analyze a complete literary work into a structured Basic Memory knowledge graph.

FirefoxCSS-Store/FirefoxCSS-Store.github.io

Manage and research DocsMint documents through its scoped MCP tools, including categories, folders, hybrid search, GraphRAG, rerank, and index refresh.

HiAi-gg/docsmint

Guides a newcomer to Basic Memory through designing a personal knowledge system, then teaches its use and sets up their assistant to load it each session.

basicmachines-co/basic-memory

Deep research missions with structured claim extraction, quality scoring, and knowledge graphs.

qa10devteam/behive

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

Xircth/VibeX

any input (code, docs, papers, images) → knowledge graph → clustered communities → HTML + JSON + audit report

CharlesHoskinson/sevenlayer

Run the full OpenTrace knowledge-graph pipeline over a folder or repo — index, clustering, highlight surfacing, and the markdown / graphml / Obsidian exporters.

opentrace/opentrace

Applies a formal address protocol to manuscript text and TheBrain thoughts, assigning each a stable address, structured index, and verified links.

twhsi/skills

Manage code knowledge graphs via code-review-graph (CRG). An agent skill from xwtro0tk1t-cloud/harness.

xwtro0tk1t-cloud/harness

Builds a complete Obsidian canvas from a plain description by picking one of 12 template archetypes, planning nodes, and generating text and media for it.

AgriciDaniel/claude-canvas

Admin and maintenance workflows for Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.

ogham-mcp/ogham-mcp

Knowledge graph engine for B2B sales intelligence. An agent skill from iPythoning/b2b-sdr-agent-template.

iPythoning/b2b-sdr-agent-template

High-level deployment wrapper over RepoBrain core with graph-first knowledge injection and all-file support.

study8677/repobrain

K-12 interactive courseware creation. An agent skill from infometa/workbuddyskills.

infometa/workbuddyskills

This skill should be used when producing content (newsletter posts, blog posts, LinkedIn posts) from existing corpus material.

jacob-dietle/context-os

Maintains an LLM Wiki in a Feishu knowledge base: initial setup, ingesting sources and articles, answering queries, health checks and entry upkeep.

liucongg/liucong-skills

Query MemMesh's bi-temporal knowledge graph — multi-hop reasoning across entities, point-in-time "what did we believe on date X", and anticipatory retrieval via spreading activation.

ThinkfleetAI/memmesh

Encodes a repository into the Forgetful knowledge base as a project, entities, atomic memories and documents, so a second run updates instead of duplicating.

ScottRBK/forgetful

Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph.

google/adk-python

Guide for reading a codebase and building a high-quality, persistent architecture knowledge graph via the Excalidraw Architect MCP kg tools.

BV-Venky/excalidraw-architect-mcp

Trace one idea's evolution through the brain: first mention, best articulation, related concepts, reversals, contradictions, abandoned branches, and the current live version.

inbrainfun/inbrain

Automatic memory extraction and management for hypatia knowledge graph

MarchLiu/hypatia

Guide for using OptimusKG, the biomedical knowledge graph, through the optimuskg Python client.

mims-harvard/OptimusKG

Use DataMind from Codex to ingest local files, query RAG or graph knowledge, store facts, and inspect profiles.

OpenDCAI/DataMind

Graph traversal, Lorentz hierarchy, and concept relationship operations for HyperspaceDB.

YARlabs/hyperspace-db

Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review.

joshzyj/open-scholar-skill

A skill your agent uses when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG.

Citrus-bit/Anaxa

Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.

QwenLM/qwen-code

Rearranges the nodes of an existing Obsidian Canvas with grid, dagre, radial, force-directed or linear layouts while keeping groups intact.

AgriciDaniel/claude-canvas