zotero-mcp-code

Search Zotero library using code execution for efficient multi-strategy searches without crash risks. Use this skill when the user needs comprehensive Zotero searches with automatic deduplication and ranking.

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".

technical-seo-audit

Comprehensive technical SEO audit skill that analyses crawl data to identify issues, prioritise actions by business impact, and produce a detailed report plus actionable spreadsheet. Use this skill whenever the user wants to: run a technical SEO audit, analyse a website's technical health, review crawl data from Screaming Frog or Sitebulb, crawl a site via API (Firecrawl or similar), find indexability or crawlability issues, check Core Web Vitals, audit structured data or schema markup, detect cannibalisation or thin content, review redirect chains, find orphan pages, assess site architecture, or produce a prioritised list of SEO fixes. Also trigger when the user uploads a CSV from any crawl tool and asks for analysis, mentions "technical SEO", "site audit", "crawl audit", "SEO health check", or wants to understand why pages are not ranking from a technical perspective. This skill handles everything from data ingestion through to a business-impact-prioritised action plan.

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.

Paper Distill MCP

Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

bt-tournament

Rank competing hypotheses with online Bradley-Terry updates and LUCB intervals. Replaces elo-select. Use whenever there are 3 or more candidate hypotheses competing for the next experiment, or when the user wants to understand which branch is currently leading.

intel-job-runner

Automated intelligence collection pipeline. Fetches from RSS/HTML/arXiv/manual sources, deduplicates, filters, ranks, and produces structured reports with upload bundles. Use for weekly intel digests, investment research, company dossiers, or any info-gathering task.

True Value Rankings — Cryptocurrency Fundamental Analysis

Cryptocurrency fundamental analysis scores, fair value estimates, and rankings from TVR.

changelog-analyzer

Analyze git commits in a range by examining actual code diffs (not commit titles) and produce a ranked list of improvements and optimizations. Use when the user wants a changelog, wants to summarize recent changes, asks what changed since a commit, or wants to review project progress.

link-discovery

Use automatically after creating any new Obsidian note to surface hidden connections with existing notes. Also use whenever the user asks 'find related notes', 'are there similar notes', 'connect this to others', or reviews a note for cross-references. Shows ranked suggestions with 'why relevant' explanations — does NOT auto-apply.

influencer-discovery

Find and rank influencers by niche, engagement, and authenticity using Xpoz. Searches Twitter, Instagram, and Reddit for active voices in any topic. Use when asked to "find influencers", "discover thought leaders", "who's talking about X", "influencer research", or "find KOLs".

LLM Optimizer

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

writ

Hybrid RAG knowledge retrieval service for AI coding rule enforcement. Replaces flat-file rule loading with graph-native retrieval via a five-stage pipeline (domain filter, BM25 keyword, ANN vector, graph traversal, RRF ranking). Rules are injected automatically into Claude's context via hooks -- no manual loading required. Activates on ALL software engineering tasks: code generation, code review, design, research, auditing, debugging, testing, planning, and architecture decisions. The knowledge base is always queried -- task complexity only determines the level of ceremony, not whether Writ activates.

bitget-wallet

Interact with Bitget Wallet API for crypto market data, token info, swap quotes, RWA (real-world asset) stock trading, and security audits. Use when the user asks about wallet, token prices, market data, swap/trading quotes, RWA stock discovery and trading, token security checks, K-line charts, or token rankings on supported chains (ETH, SOL, BSC, Base, etc.).

alert-manager

This skill should be used when the user asks to "set up SEO alerts", "monitor rankings", "notify me when rankings drop", "traffic alerts", "watch competitor changes", "alert me if rankings drop", "notify me of traffic changes", or "watch my keywords for changes". Sets up and manages alerts for critical SEO and GEO metrics including ranking drops, traffic changes, technical issues, and competitor movements. Enables proactive monitoring and quick response to issues. For detailed rank analysis, see rank-tracker. For comprehensive reporting, see performance-reporter.

GEO Leaderboard

You are an AI brand analyst running a category-wide leaderboard. This ranks brands by how often AI models actually recommend them — brands are NOT preset, they're extracted from what AI says.

Io.Github.Lulzasaur9192/Agent Arcade Mcp

Play Chess, Go, Trading & more against AI agents on Agent Arcade with Elo rankings

tushare-alpha: Sector Rotation & Ranking

find-ai-directories

Drive the **ServiceGraph API** (`https://api.servicegraph.co`) to find and rank **directories where a founder can submit an AI product** — AI tools, AI apps, AI agents, and **agent skills / plugins** — via the `product_directory` dataset. The catalog has **1,000+ directories**, each enriched wit

algorithm-selection

Implements candidate-model selection logic that runs after a routing decision matches, including model ranking, cost-aware routing, and latency-aware model choice. Use when reading or modifying how the router picks which model serves a matched decision.

add-qmd

Add QMD (Query Markup Documents) as an advanced memory search backend. Upgrades the built-in grep-based memory_search with hybrid BM25 + vector semantic search + LLM re-ranking. Fully local, no API keys needed. Triggers on "add qmd", "qmd memory", "semantic memory search", "upgrade memory".

add-to-leaderboard

Use this skill when the user wants to add a new codec entry to the leaderboard, update leaderboard rankings, or mentions adding someone's compression results.

Io.Github.Kurovu146/Memory Fts

Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

backlog-rank

Rank open issues by PM criteria, update pinned backlog tracking issue. Queries all open GitHub issues, scores them on strategic value, community signal, feasibility, dependencies, age, and staleness, then maintains a curated "Top 10 Feature Backlog" as a pinned GitHub issue. TRIGGER when: heartbeat (daily 08:00 UTC), or when asked to rank the backlog, prioritize issues, or run backlog ranking.

Meyhem — MCP Server Discovery & Agent Search

Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search with outcome ranking.

content-scoring

Score content against the 10 GEO criteria with evidence and prioritized fixes. Use when users ask to score, rate, evaluate, or estimate ranking strength.

brigade-work

Brigade only earns its keep if real work flows through it. Installed and never used, it is dead weight: the daily brief is empty, the outcome ledger never fills, and `outcome rank` says "ranking: none". This skill is the loop that feeds it. Check what is pending, run your verification *through* Brig

Pensiata - Bulgarian Pension Fund Analytics

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

agent-architecture-audit

Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature.

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 — dafür existieren `seo-outreach-report` und `competitor-deep-audit`.

seo-competitor

Run a competitive SEO analysis comparing the user's site to chosen competitors across SERP overlap, content depth, backlink profiles, technical posture, and brand presence. Use this skill whenever the user wants to analyze competitors, find content gaps, identify backlink opportunities, understand why competitors outrank them, or benchmark against the rest of their category. Triggers on competitor analysis, competitive analysis, SERP analysis, content gap, backlink gap, why is X ranking, who is winning the SERP, beat my competitor, benchmark, market positioning. Also triggers when planning a content strategy and the question 'what are competitors doing' is implicit.

gap-computing-ledger

Computes desired-current state deltas, quantifies component scores, and produces a ranked gap ledger. Use when evaluating hypothesis register state to determine where the largest gaps exist between desired and current conditions.

Bot.402/Discovery Oracle

Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 surfaces.

Model Radar

Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the fastest.

x-algorithm-optimizer

Use when optimizing X/Twitter posts for reach, debugging underperforming content, or understanding For You feed mechanics. Triggers on X algorithm, Twitter optimization, viral posts, engagement strategy, Phoenix ranking, weighted scorer, Grok ranking.

Newsintel

Personalized news intelligence for AI agents — 100+ sources, ranked briefings.

MCP Finder

Find the right MCP server for your task. 4,500+ servers ranked by community trust.

Io.Github.Ebrunet001/Mcp Server Lol

League of Legends AI coaching: player profiles, match history, ranked stats & performance analysis

ai-scientist-evaluator

Critically review, score, compare, and rank one or more AI scientist outputs for biology, bioinformatics, computational life science, or adjacent research tasks. Trigger when the user asks to evaluate notebooks, code, figures, analyses, manuscripts, software, or final reports produced by AI scientists; compare multiple AI scientists on the same task; judge publication readiness; or audit rigor, reproducibility, novelty, and task completion. Do not use this skill to perform the original research task itself unless the user is explicitly asking for a reviewer-style audit of already produced outputs.

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.

ponytail-audit

Whole-repo audit for over-engineering. Like ponytail-review, but scans the entire codebase instead of a diff: a ranked list of what to delete, simplify, or replace with stdlib/native equivalents. Use when the user says "audit this codebase", "audit for over-engineering", "what can I delete from this repo", "find bloat", "ponytail-audit", or "/ponytail-audit". One-shot report, does not apply fixes.

local-rag-search

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multiple sources, or gather context from the internet without using external APIs. This skill teaches effective use of RAG-based web search with DuckDuckGo, Google, and multi-engine deep research capabilities.

MCP Bench Router

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

Cartograph

Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.

SigRank SignalAF — AI operator evaluation leaderboard. Ranks how efficiently you use AI by token cascade efficiency (Υ = cache_read × output / input²). Privacy-preserving: token counts only, never prompts. signalaf.com

Use when integrating or debugging the tiun SDK (@tiun/sdk), tiun's JavaScript library for authentication, subscription billing, one-time purchases, and time-based paywalls. Triggers on imports of `@tiun/sdk`, calls like `tiun.init`, `tiun.checkout`, `tiun.login`, `tiun.start`, or questions about tiun products, entitlements, one-time purchases, lifetime access, fixed fees, time-based sessions, or server-side verification.

ai-cost-manager-reducer

Audit AI-powered features, API calls, agent workflows, prompt chains, tool calls, embeddings, vector search, retries, streaming flows, background jobs, cron tasks, caching layers, logs, and model selection logic to detect token waste, repeated AI calls, and inefficient prompt chains. Produces severity-ranked findings with safe optimization strategies that preserve reasoning quality and chain reliability. Use before approving or modifying any AI-powered feature, agent workflow, or model-calling code.

💰 Meeting Cost Calculator

Analyzes your calendar to compute exactly how much time you spend in meetings over a given period. Breaks down total hours, percentage of your work week consumed, average meeting duration, attendee-hours (a proxy for organizational cost), and ranks your most expensive recurring meetings so you can m

Audit PR

The manager's **"can this ship?"** gate. A read-first audit over the *entire* PR — its SPEC, all phases, docs, CI status, and review receipt — that returns a single verdict: **merge-ready** or a ranked list of **blockers**. **Never edits, refactors, or merges.** The human merges, or an active `s

fulcra-agent-atc

Model & cap routing (ATC) for a subscription fleet: declare your accounts once, then a capability-ranked router (`coord-engine route --needs …`) picks the cheapest model that can do the job across every subscription, a cross-account cap ledger keeps traffic inside its windows, and outcome logging demotes a model that keeps failing a task class. Standalone on one account; scales to a coord team of resident dispatchers.

alternatives-pages

Create "[Competitor] alternative" and comparison pages for developer tools. Build honest, high-converting comparison content that ranks for competitive search terms. Trigger phrases: "alternatives page", "comparison page", "vs page", "[competitor] alternative", "competitor comparison", "competitive content", "comparison table", "migration guide", "switch from [competitor]", "compare to [competitor]", "alternative to"