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Knowledge graphs
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | 97.Ogham Recall Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp. | ogham-mcp/ | 115 | — | ~1k | Automated safety check: Pass | MIT | 10 days ago |
| 98 | This skill should be used when users ask about their work context, what they're working on, recent activity, file relationships, or knowledge graph structure. | jacob-dietle/ | 111 | — | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 99 | 99.Torchdrug Graph-based drug discovery toolkit. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 11 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 100 | Zettelkasten best practices for building a high-quality knowledge graph. | iamtouchskyer/ | 143 | — | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 101 | 101.Cortexdb Use CortexDB for local-first AI memory, vector search, RAG, knowledge graphs, SPARQL/RDFS/SHACL, corpus-to-graph workflows, external structured-data import (CSV / SQL dumps), and MCP/tool calling. | liliang-cn/ | 274 | — | ~18k | Automated safety check: Warn | MIT | 2 days ago |
| 102 | This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies… | guanyang/ | 977 | 2 repos | ~4.4k | Automated safety check: Pass | MIT | today |
| 103 | Models people, organisations, devices, products and system components as entities in a Forgetful knowledge graph, then links memories and relationships to them. | ScottRBK/ | 301 | — | ~836 | Automated safety check: Pass | MIT | today |
| 104 | Explains how to query cognee agent memory with recall(): how the search type is chosen, how to narrow a query to datasets, and what the returned results contain. | topoteretes/ | 32k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 105 | 105.Embl Ebi Ols Query and search the EMBL-EBI Ontology Lookup Service (OLS) for biomedical ontology terms, definitions, and hierarchies across 250+ ontologies (e.g., GO, DOID, HP). | google-deepmind/ | 3.2k | 1 repo | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 106 | 复用已验证的graphrag研究轨迹,完成问题拆解、同源检索、引用报告和完成验证. An agent skill from SichengLong26/deepresearch_agent_harness. | SichengLong26/ | 223 | — | ~160 | Automated safety check: Pass | No licence | 2 days ago |
| 107 | 107.Paper Analyzer Analyzes one research paper in depth, writing a structured note on its methods, experiments and limitations and adding it to a paper relationship graph. | LigphiDonk/ | 739 | 1 repo | ~973 | Automated safety check: Pass | MIT | 5 mo ago |
| 108 | Installation and configuration skill for Agent Brain document search system. | SpillwaveSolutions/ | 119 | — | ~7k | Automated safety check: Notes | MIT | 20 days ago |
| 109 | Explores the Forgetful memory graph in phases, walking memories, entities and relationships to answer cross-project and entity-centred questions. | ScottRBK/ | 301 | — | ~898 | Automated safety check: Pass | MIT | today |
| 110 | Drug-discovery knowledge-graph workflow guide for assembling drug-target-disease-pathway relationship graphs from OpenTargets GraphQL, ChEMBL REST, STRING PPI, and Reactome pathway APIs, then… | DrugClaw/ | 126 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 111 | 111.Memory Notes How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. | basicmachines-co/ | 4.1k | 1 repo | ~3.5k | Automated safety check: Pass | AGPL-3.0 | today |
| 112 | 112.Stats Show vault statistics and knowledge graph metrics. An agent skill from agenticnotetaking/arscontexta. | agenticnotetaking/ | 3.5k | — | ~3.1k | Automated safety check: Notes | MIT | 7 mo ago |
| 113 | 113.Codegraph QA Use CodeScope to analyze any indexed codebase via its graph database (neug) and vector index (zvec). | QwenLM/ | 143 | — | ~4.3k | Automated safety check: Pass | No licence | 4 mo ago |
| 114 | 114.Geo Knowledge Build and query an evidence-lined GEO knowledge graph from approved source bundles. | yaojingang/ | 165 | — | ~349 | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 115 | Type candidate (subject, sentence, object) triples against a fixed relation schema and flag triples that contradict each other, batched, with a calibrated confidence per edge so only confident edges… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 116 | 116.Cortexdb Use CortexDB for local-first AI memory, vector search, RAG, knowledge graphs, SPARQL/RDFS/SHACL, corpus-to-graph workflows, and MCP/tool calling. | liliang-cn/ | 274 | — | ~6k | Automated safety check: Warn | MIT | 2 days ago |
| 117 | 117.Dreaming Maintain Signet's living ontology and memory substrate from transcripts, memory artifacts, source artifacts, notes, summaries, and imported records. | Signet-AI/ | 305 | — | ~2.9k | Automated safety check: Pass | Unknown | yesterday |
| 118 | 118.Memory Schema Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. | basicmachines-co/ | 4.1k | 1 repo | ~2k | Automated safety check: Pass | AGPL-3.0 | today |
| 119 | Lists 12 canvas template types for Obsidian Canvas and builds a ready-to-use canvas from one, such as a presentation, flowchart, kanban board or timeline. | AgriciDaniel/ | 300 | — | ~1.1k | Automated safety check: Pass | MIT | 6 mo ago |
| 120 | 120.Revyl CLI Atlas Explore an app bottom-up as a media-grounded knowledge graph, including its screenshots, transition clips, and originating reports. | RevylAI/ | 522 | — | ~3.3k | Automated safety check: Pass | No licence | today |
| 121 | 121.Ncats Arax Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationships. | K-Dense-AI/ | 48k | 1 repo | ~2.3k | Automated safety check: Notes | MIT | 5 days ago |
| 122 | 122.Primekg Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop paths. | K-Dense-AI/ | 48k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 5 days ago |
| 123 | Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization. | infranodus/ | 119 | — | ~2.2k | Automated safety check: Pass | No licence | 19 days ago |
| 124 | 124.Jsxgraph Build and inspect mathematical graphs and coordinate constructions with JSXGraph when a learner needs to connect an equation to a shape, solve graphically, or test a quantitative change. | madhvantyagi/ | 339 | — | ~868 | Automated safety check: Pass | MIT | today |
| 125 | 125.Entity Registry A skill your agent uses when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity… | aaron-he-zhu/ | 2.9k | 1 repo | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 126 | Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel. | Tommy-yw/ | 546 | 3 repos | ~1.8k | Automated safety check: Pass | MIT | 4 mo ago |
| 127 | 127.Memory Tasks Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. | basicmachines-co/ | 4.1k | 1 repo | ~1.4k | Automated safety check: Pass | AGPL-3.0 | today |
| 128 | Design or audit a repo-local markdown knowledge graph with wiki links, source-code backlinks, drift checks, and searchable sections. | stevesolun/ | 588 | — | ~466 | Automated safety check: Pass | MIT | 6 days ago |
| 129 | Reads an article, note or lecture draft and draws a plain-language formal map of its concepts, the tests for assigning things to them, and the conditional links between concepts. | lijigang/ | 7.5k | — | ~375 | Automated safety check: Pass | MIT | yesterday |
| 130 | 130.Torchdrug Builds and troubleshoots TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and… | K-Dense-AI/ | 48k | 1 repo | ~3k | Automated safety check: Notes | Apache-2.0 | 5 days ago |
| 131 | Parse, navigate, and query materials science ontology structure (classes, properties, hierarchy). | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Notes | No licence | 2 mo ago |
| 132 | 132.Cocoindex Comprehensive toolkit for developing with the CocoIndex library. | davila7/ | 33k | 2 repos | ~6.4k | Automated safety check: Notes | MIT | today |
| 133 | A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. | github/ | 40k | 1 repo | ~2k | Automated safety check: Pass | MIT | yesterday |
| 134 | 134.Memory Continue Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. | basicmachines-co/ | 4.1k | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | today |
| 135 | 135.Memory Curate Curate the Basic Memory knowledge graph: find orphan notes and suggest links, propose typed relations, merge duplicates, audit tags and folders, and build hub notes. | basicmachines-co/ | 4.1k | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 136 | 136.Kg Builder Designs and builds knowledge graphs from documents — ontology modeling with domain/range constraints, entity/relation/event extraction, entity resolution, provenance and supersession, and GraphRAG… | Mathews-Tom/ | 329 | — | ~2.9k | Automated safety check: Pass | MIT | 4 days ago |
| 137 | 137.Ask Query the bundled research knowledge graph for methodology guidance. | agenticnotetaking/ | 3.5k | — | ~5.7k | Automated safety check: Pass | MIT | 7 mo ago |
| 138 | 138.Lat Md Search, read and maintain nub's knowledge graph under wiki/ with the lat CLI — the design and research corpus, cross-linked and checked. | nubjs/ | 4.4k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 139 | 139.Basic Memory Use the Basic Memory knowledge graph for persistent memory across sessions. | basicmachines-co/ | 4.1k | — | ~2.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 140 | 140.Infranodus Text network analysis and knowledge graphs via the InfraNodus MCP server: analyze text structure, find content gaps, generate research questions and ideas, compare texts, optimize content for… | infranodus/ | 119 | — | ~3.5k | Automated safety check: Pass | No licence | 19 days ago |
| 141 | 141.Turingdb Graph Build, query, and analyse biomedical knowledge graphs in TuringDB, a columnar graph database with git-like versioning. | ClawBio/ | 1.2k | 1 repo | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 142 | Deploy OpenCTI (Filigran) via Docker Compose and use the pycti Python client to model threat actors, intrusion sets, campaigns, and indicators as a STIX 2.1 knowledge graph with relationships (uses… | mukul975/ | 34k | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 143 | Create a new evaluation dataset or add cases to an existing one for the Azure SDK QA bot evaluation. | Azure/ | 134 | — | ~1.4k | Automated safety check: Notes | MIT | today |
| 144 | Graph database implementation for relationship-heavy data models. | ancoleman/ | 525 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |