bcos-wiki
Wiki zone manager for BCOS. Ingests URLs / local docs / inbox captures into docs/_wiki/ as schema-validated pages with banner citations, three structural shapes for source-summary, and two-tier refresh. Schema-driven, CLEAR-governed, derived-artifact. Invoke with /wiki.
audit-references
Use when literature notes exist and need citation verification, or before publishing any artifact that cites literature
blog
Full-lifecycle blog engine with 17 commands, 12 content templates, 5-category 100-point scoring, and 4 specialized agents. Optimized for Google rankings (December 2025 Core Update, E-E-A-T) and AI citations (GEO/AEO). Writes, rewrites, analyzes, outlines, audits, and repurposes blog content with answer-first formatting, sourced statistics, Pixabay/Unsplash/Pexels images, AI image generation via Gemini, built-in SVG chart generation, JSON-LD schema generation, and freshness signals. Supports any platform (WordPress, Next.js MDX, Hugo, Ghost, Astro, Jekyll, 11ty, Gatsby, HTML). Use when user says "blog", "write blog", "blog post", "blog strategy", "content brief", "editorial calendar", "analyze blog", "rewrite blog", "update blog", "blog SEO", "blog optimization", "content plan", "blog outline", "seo check", "schema markup", "repurpose", "geo audit", "blog audit", "citation readiness".
Scholar Deep Research
End-to-end academic research workflow that turns a question into a cited, structured report. Built for depth: multi-source federation, transparent ranking, citation chasing, and a mandatory self-critique pass before the report ships.
academic-researcher
Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.
Io.Github.King Of The Grackles/Reddit Research Mcp
Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research
grace-ask
Answer a question about a GRACE project using full project context. Use when the user has a question about the codebase, architecture, modules, or implementation â loads all GRACE artifacts, navigates the knowledge graph, and provides a grounded answer with citations.
agentic-search
Grok-primary deep research skill for source-backed web work. Use when the task needs current web research, grounded citations, supplementary Tavily/Firecrawl source discovery, high-fidelity page-to-Markdown fetch, Tavily site mapping, verbatim quote extraction, source reranking, or reusable multi-step research sessions. Use as a supplement when ordinary search results feel incomplete, thinly sourced, or need more URLs, quotes, fetched pages, or session composition; not for simple one-off facts.
Pubmed Mcp Server
Search PubMed, fetch articles and full text, generate citations, and explore MeSH terms via NCBI.
Io.Github.HzaCode/Onecite
Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.
PinRAG
MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.
BrowseAI Dev
Evidence-backed web research for AI agents with citations and confidence scores.
arxiv-research
Search and read academic papers from arxiv via Semantic Scholar API + ar5iv HTML. No OAuth, no PDF parsing. Use when the user wants to find research papers, read a specific paper, look up citations, or explore academic literature. Trigger on "find papers on", "arxiv", "research on", "look up the paper", "academic search", "semantic scholar", "what does the literature say", "read this paper", or any arxiv/ar5iv URL.
bibliography
Generate formatted bibliography and citations in various academic styles.
Swiss Case Law
956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT)
jurisd-research
Expert Australian/NZ legal research and AGLC4 citation using the jurisd MCP server. Use when finding cases or legislation (AustLII), looking up a provision offline, formatting or resolving citations, building a pinpoint, tracing who-cites-what, or producing an AGLC4 bibliography. Triggers on case law, legislation, "AGLC4", "pinpoint", "citator", "cited by", "bibliography", neutral citations like "[1992] HCA 23", or jurisdiction codes (cth/vic/nsw/qld/sa/wa/tas/nt/act/nz).
Verified Repo Memory
Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).
vouch-ask
Answer a question from the vouch KB with citations, or say what's missing
RAGMap MCP
Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.
ref-verify
Prevents citation hallucination in academic writing. Invoke when: finding papers to support a specific claim; verifying/checking/auditing existing citations or DOIs; confirming whether a paper actually says what the user claims it says ('is that what the paper says?', 'did they actually show X?'); adding a citation by describing a paper ('add a citation for the paper where X'); running a pre-submission reference sweep. Do NOT invoke for: formatting references in APA/IEEE style, general topic explanations, citation style questions, or prose editing. Selects Quick Screen (seconds per paper) or Full Audit (abstract fetch + claim check) automatically.
asta-skill
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.
ai-search-rescue
Use when a site has lost visibility in AI search surfaces (Google AI Overviews, Google AI Mode, ChatGPT citations, Perplexity citations) or wants to systematically work toward being cited rather than just ranked. Trigger phrases include "AI Overviews recovery", "ChatGPT zitiert uns nicht mehr", "wir sind aus den AI Overviews rausgeflogen", "generative engine optimization", "GEO strategy", "AI search visibility", "warum zitiert AI Overview den Wettbewerber statt uns", "Perplexity-Citations aufbauen". Anti-Use: NICHT für klassische SERP-Rankings â dafür existieren `seo-outreach-report` und `competitor-deep-audit`.
local-web-search
Use when the user asks for web search that should run via the local-160 Responses API with web_search tool (base URL like https://proxy.example.com, model gpt-5.2-codex(xhigh)). Includes script to query the local endpoint and return summary + citations; use for periodic news monitoring and on-demand searches.
semanticscholar-skill
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.
ultimate-seo-geo
Universal SEO + GEO skill for scored full-site audits, technical SEO, CORE-EEAT and CITE scoring, Schema.org JSON-LD, entity optimization, and GEO for AI Overviews, ChatGPT, and Perplexity. Use when the user mentions SEO, GEO, audit, schema, rankings, traffic drop, AI citations, backlinks, sitemap, crawl, robots, migration, hreflang, or content strategy.
NotebookLM MCP
Automate Google NotebookLM — Q&A with citations, audio, video, content generation
citation-check-skill
Vision-enabled verification gate with web search. Use when users want to (1) verify slides/reports/PDFs/images against authoritative online sources, (2) validate that citations actually exist and say what's claimed, (3) check charts/graphs/tables for accuracy, (4) audit AI-generated content in doc-only mode (no external knowledge). Two modes - search mode validates against web, doc-only mode ensures everything traces to provided documents. Supports content in any language.
anycap-ai-tool-seo
Guide for planning and auditing SEO for AI tool, SaaS, and product-led websites. Powered by AnyCap -- the capability runtime that equips AI agents with web search and web crawl through a single CLI. Use when Codex needs to define SEO ICPs, map search intent to page types, inspect live SERPs, write page briefs for tool/comparison/alternatives/pricing/tutorial pages, prioritize technical SEO foundations, plan citations or backlinks, or decide whether programmatic SEO is safe and worthwhile. Trigger on mentions of AI tool SEO, SaaS SEO, product-led SEO, search intent, page type mapping, vs pages, alternatives pages, pricing pages, directory submissions, backlink plans, citations, or pSEO.
Artifact Resurfacing
Open the drift on the table. Surface the buried artifacts â stale citations, missing referenced files, orphan plans, cross-scope memory entries pointing at paths that moved. Polish them in proposal form. Codify the lesson so the next session does not have to re-discover the same drift.
Scholar Sidekick Mcp
Resolve, format, and export academic citations from any AI assistant
update-publications
Updates the Monarch Initiative publications page with latest data from Google Scholar. Use this when the user asks to update publications, refresh citation metrics, or add new papers to the publications page.
refcheck
Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.
PapersFlow
Academic research MCP server for paper search, citation checks, graphs, and deep research.
NotebookLM AI Plugin
Supports: - Chat with Notebook AI (source-grounded Q&A with citations) - Slide Deck generation (PDF/PPTX) - Audio Overview (M4A -- deep dive, brief, critique, debate formats) - Video Overview (MP4 -- classic, whiteboard, kawaii, anime, watercolor styles) - Mind Map (HTML) - Flashcards (HTML/JSON) -
paper7-ask
Use when the user asks a research question that needs synthesized answers grounded in academic literature. Uses paper7 search, get, cite, and kb commands with a hard gate against fabricated citations.