papersgpt-for-zotero
A privacy-first, local-first search assistant and MCP server for your Zotero library, enabling AI agents to search and analyze your research papers securely.
2.52k repo starsObserved in 1 repos
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Research skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
claude-docs-consultant
Consult official Claude Code documentation from code.claude.com using selective fetching. Use when working on hooks, skills, subagents, plugins, agent teams, MCP servers, permissions, settings, CI/CD (GitHub Actions, GitLab), IDE extensions (VS Code, JetBrains), desktop/web app features, scheduling, memory/CLAUDE.md, deployment (Bedrock, Vertex, Foundry), sandboxing, monitoring, or any Claude Code feature requiring official docs. Fetches only the specific docs needed per task.
2.51k repo starsObserved in 5 repos
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intel-gpu-hw-info
Definitive reference for Intel GPU hardware specifications across architectures. Covers Xe2 (Lunar Lake/LNL, Battlemage/BMG) and Xe3 (Panther Lake/PTL, Panther Lake-H/PTLH) GPU hardware: XE core counts, memory bandwidth, XMX/DPAS compute, GRF sizes, SLM limits, thread counts, EU layout, L3 cache, TDP. Use whenever the user asks about Intel GPU specs, hardware comparison, architecture differences, roofline parameters, or thread/memory limits. Trigger for questions like "how many XE cores", "what is BMG bandwidth", "PTL vs BMG", "Xe2 specs", "LNL GPU", etc.
2.50k repo starsObserved in 1 repos
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recall-before-claim
Forces a memory_search before the agent sends a message containing a factual assertion that has not yet been grounded this turn. Closes the citation-rate gap from ~40% to ~90%+.
2.42k repo starsObserved in 1 repos
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social-data
Search and fetch social media data from Twitter/X, Reddit, and Hacker News.
2.42k repo starsObserved in 1 repos
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opentargets-database
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.
2.39k repo starsObserved in 2 repos
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protein-sequence-similarity-search
Searches for homologous protein sequences using MMseqs2 (fast, default) or BLAST (comprehensive, fallback). Trigger this whenever the user provides a protein sequence or FASTA file and asks to find homologues, sequence matches, or wants to infer protein function based on sequence similarity, but not when the user wants to infer protein function based on structural similarity.
2.39k repo starsObserved in 2 repos
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quickgo-database
Query the QuickGO and Evidence & Conclusion Ontology (ECO) REST API. Use this when you need to map genes to biological processes, molecular functions, or cellular components, find genes associated with a specific pathway/GO term, or explore the Gene Ontology hierarchy. Do not use for querying drug targets (use OpenTargets) or mechanistic signaling pathway diagrams (use KEGG).
2.39k repo starsObserved in 2 repos
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string-database
Query the STRING database for protein-protein interactions (PPIs), functional enrichment, and homology. Use when the user asks about interactions between specific proteins, interaction evidence, confidence scores, protein interaction partners, or pathway enrichments.
2.39k repo starsObserved in 2 repos
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gnomad-database
Query the Genome Aggregation Database (gnomAD). Use when determining the rarity or allele frequency of specific genetic variants, retrieving gene constraint metrics (pLI, LOEUF) to assess loss-of-function intolerance, finding variants in a genomic region or gene, or querying structural variants. Don't use for analyzing individual patient genomes, tracking somatic mutations in cancer (use COSMIC), or requesting raw sequencing reads (use ENA).
2.39k repo starsObserved in 1 repos
Research