bug-echo
After fixing a bug, find and rate other instances of the same pattern in the codebase. Two modes: described, or inferred from a recent fix with self-validation. Triggers: "run bug-echo", "echo this fix", "scan for similar bugs", "find other instances", "after-fix scan".
La Ei Romania
Romanian classified ads and business directory. Search 30K+ businesses, ads, exchange rates.
Io.Github.Debu Sinha/Excalidraw
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
Waggle
Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.
Io.Github.Hoya25/Nctr Mcp Server
NCTR Alliance rewards — search bounties, check earning rates, and discover communities.
skill-forge-benchmark
Benchmark Claude Code skill performance with variance analysis, tracking pass rate, execution time, and token usage across iterations. Runs multiple trials per eval for statistical reliability, aggregates results into benchmark.json, and generates comparison reports between skill versions. Use when user says "benchmark skill", "measure skill performance", "skill metrics", "compare skill versions", "skill performance", "track skill improvement", "skill regression test", or "skill A/B test".
API Development
Build REST APIs with proper error handling, status codes, request validation, response formatting, and rate limiting. Apply when creating API routes, handling errors, validating input, or designing API responses.
Prometheus MCP
Knowledge Network for AI Agents and creators: Search, rate, and review programming guides via MCP
pr-risk-scoring
Score all open PRs by risk level and generate a CSV report. Use when asked to rescore, rate, or triage open PRs.
Feedoracle Macro Mcp
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates.
ab-test-store-listing
When the user wants to A/B test App Store product page elements to improve conversion rate. Also use when the user mentions "A/B test", "product page optimization", "test my screenshots", "test my icon", "conversion rate optimization", "CPP", or "custom product pages". For screenshot design, see screenshot-optimization. For metadata optimization, see metadata-optimization.
Io.Github.Seang1121/Sports Betting Mcp
AI sports betting picks, odds, injuries & line movement. 1,353+ picks, 59.6% win rate.
Scopeblind Mcp
Scan, protect, and monitor APIs from AI coding tools. Device-level rate limiting.
Homebase
School district lookup, PA EIT tax rates, and mortgage affordability calculator
ab-test-generator
Generate A/B test variants for affiliate content. Triggers on: "create A/B test", "test my headline", "optimize my CTA", "generate variants", "split test ideas", "improve click-through rate", "test my landing page copy", "headline alternatives", "CTA variations", "which version is better", "optimize conversions", "test my email subject line", "compare approaches".
houtu-dependencies
houtu-dependencies enterprise-grade Spring Cloud microservice foundational framework complete usage guide. GroupId is io.github.lujiafa, covering unified response, exception handling, parameter parsing, session authentication, permission control, signature verification, anti-replay, distributed lock, rate limiting, database field encryption, config decryption, access logging, canary routing, weighted load balancing, Feign enhancement, Sentinel circuit breaking, service discovery, Swagger documentation, crypto utilities, HTTP client, monitoring metrics, and other enterprise-grade capabilities. When the project build file (pom.xml or build.gradle/build.gradle.kts) contains io.github.lujiafa or houtu-related dependencies, or when the user mentions houtu or houtu-dependencies, this Skill must be read and code must be generated strictly following framework conventions. Even if the user is simply doing regular Spring Boot development (e.g., writing Controller, Service, Feign), as long as the project includes houtu, the houtu approach must be used instead of native Spring. When the user explicitly wants to use the houtu framework and the project has not yet included it, proactively add the BOM and required Starters; when the project already includes it, proactively identify and import required module dependencies based on business scenarios during coding, naturally integrating framework capabilities to enhance business services based on business semantics, rather than waiting for the user to specify each one.
Io.Github.Junct Bot/Compound Mcp
Compound - 8 tools for lending rates, supply, and borrow data
Io.Github.PersistenceOne/Bridgekitty
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more for best rates.
Monobank
MCP server for Monobank API — currency rates, client info, and account statements
audio-hooks
Use whenever the user asks to install, configure, snooze, mute, test, troubleshoot, or change settings for the claude-code-audio-hooks audio notification system. Trigger phrases include "audio hooks", "audio notifications", "snooze audio", "mute claude", "claude is too loud", "test audio", "switch audio theme", "rate limit alerts", "audio webhook", "TTS", "focus flow", and the slash command /audio-hooks. Also use when diagnosing why Claude Code is silent (or noisy) for the user.
Io.Github.Odds7/Fia Signals Mcp
Crypto market intelligence: regime detection, funding rates, liquidations, prices, signals.
charlie
Your AI CFO for bootstrapped startups, named after Charlie Munger who embodied the principle that capital discipline is a competitive advantage. Provides financial frameworks for cash management, runway calculations, unit economics (LTV:CAC), capital allocation, hiring ROI, burn rate analysis, working capital optimization, and forecasting. Use for questions like "should we make this hire?", "how much runway do we need?", "what metrics should I track?", "how do I forecast revenue?", or any strategic financial decision at a self-funded company.
Switzerland MCP 🇨🇭
Swiss open data MCP server. 76 tools, zero API keys. Transport, weather, geodata, news, rates.
Currency Converter
Convert amounts between different currencies with current exchange rates
bls-oews-api
Query the BLS Occupational Employment and Wage Statistics (OEWS) API for market wage data by occupation, geography, and industry. Trigger for any mention of BLS, Bureau of Labor Statistics, OEWS, OES, occupational wages, market wages, salary data, wage percentiles, median wage, mean wage, labor market rates, SOC codes, or geographic wage differentials. Also trigger when the user needs to compare wages across metro areas, benchmark contractor labor rates against market data, support IGCE development with market wage research, or validate price proposals against BLS data. Complements the GSA CALC+ skill (ceiling rates from awarded contracts) by providing independent market wage data from employer surveys. Together they form a complete pricing toolkit - BLS OEWS for what the market pays, CALC+ for what GSA contractors charge.
roblox-analytics
Use when tracking player behavior, economy events, or funnels with AnalyticsService, including event taxonomy, rate limits, and batching.
Io.Github.Junct Bot/Maker Mcp
Maker - 10 tools for lending rates, supply, and borrow data
amazon-buy-box-monitor-api-skill
This skill helps users extract basic product details other sellers prices and seller ratings from Amazon via ASIN automatically using the BrowserAct API. Agent should proactively apply this skill when users express needs like query Amazon buy box information, monitor Amazon product prices, extract Amazon product details by ASIN, check other sellers prices on Amazon, get Amazon seller ratings and feedback count, monitor buy box ownership for a specific ASIN, track Amazon fulfillment methods for competitors, compare Amazon product prices across different sellers, retrieve Amazon buy box availability status, analyze Amazon seller profile details.
Mcp Server Trello
MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.
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.
4fetch
Fetch a URL and get clean Markdown with metadata. No API key required; rate-limited per IP.
lm-deluge
Python library for LLM API requests with unified interface across providers (OpenAI, Anthropic, Google, etc.). Use when writing code that calls LLMs, creates tools/agents, batch processes prompts, or needs rate limiting. Triggers on lm-deluge, lm_deluge, LLMClient, or multi-provider LLM code tasks.
jzero-skills
Comprehensive knowledge base for jzero framework (enhanced go-zero). Use this skill when working with jzero to understand correct patterns for REST APIs (Handler/Logic/Context architecture), RPC services (service discovery, load balancing), Gateway services, database operations (sqlx, MongoDB, caching), resilience patterns (circuit breaker, rate limiting), and jzero-specific features (git-change-based generation, flexible configuration, custom templates). Essential for generating production-ready jzero code that follows framework conventions.
Pixel Art Animator
Create and manage sprite animations with multiple frames, animation tags, frame durations, and linked cels. Use when the user wants to animate a sprite, add animation, create movement, make it move, mentions "animation", "animated", "frames", "keyframes", "frame rate", "FPS", "timing", "duration", "walk cycle", "run cycle", "idle animation", "attack animation", "jump", "movement", "motion", or describes actions like "walking", "running", "jumping", "attacking", "breathing", "bobbing", "bouncing". Trigger on animation tags, loops, playback, sequences, "add frames", "duplicate frame", "frame timing", "ping-pong", "loop", "sequence". Also for linked cels, static backgrounds, and frame optimization.
api-gateway
AWS API Gateway for REST and HTTP API management. Use when creating APIs, configuring integrations, setting up authorization, managing stages, implementing rate limiting, or troubleshooting API issues.
analyzing-usage
Analyze Claude Code usage, cost, efficiency, and burn rate using ccusage and termgraph. Use when user says "usage", "cost", "spending", "tokens", "analyze usage", "how much did I spend", "usage report", "budget", "burn rate", "efficiency", "cache hits", "ccusage", "ccw", "ccp".
amazon-review-checker
Amazon review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes time clustering detection, content similarity analysis, rating distribution checks, and verified purchase validation. Progressive analysis with L1-L4 depth levels. No API key required.
redis-js
Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types. Search also available via @upstash/search-redis and @upstash/search-ioredis adapters for TCP clients.
Io.Github.TheNextGenNexus/Finance Mcp Server
Get stock data, screen stocks, track crypto prices, and monitor exchange rates
Io.Github.Rm Rf Prod/Groundtruth
Self-hosted MCP for live docs, code audits, and best practices. 363+ libraries, no rate limits.
ais-orchestrator
PRIMARY execution skill. Run, monitor, and orchestrate all agent sessions in tmux via ais CLI. Use ais for ALL task execution â spawning sub-agents, inspecting output, rotating accounts on rate limits, and collecting results. Everything runs in tmux.
auto-arena
Automatically evaluate and compare multiple AI models or agents without pre-existing test data. Generates test queries from a task description, collects responses from all target endpoints, auto-generates evaluation rubrics, runs pairwise comparisons via a judge model, and produces win-rate rankings with reports and charts. Supports checkpoint resume, incremental endpoint addition, and judge model hot-swap. Use when the user asks to compare, benchmark, or rank multiple models or agents on a custom task, or run an arena-style evaluation.
api-design-expert
Expert guide for designing robust APIs: REST best practices, GraphQL, gRPC, tRPC, OpenAPI/Swagger, API versioning, rate limiting, and contract-first design / Panduan ahli untuk merancang API yang kuat: praktik terbaik REST, GraphQL, gRPC, tRPC, OpenAPI/Swagger, versioning API, rate limiting, dan desain contract-first.
btc-bottom-model
Bitcoin bottom-timing judgment model. By tracking 6 core indicators (RSI technical oversold, volume dry-up, MVRV ratio, social media fear index, miner shutdown price, long-term holder behavior), it comprehensively evaluates whether Bitcoin has entered a bottom-fishing zone and outputs a bottom-fishing rating and position-building recommendations. When users mention topics such as Bitcoin bottom-fishing, whether BTC has bottomed out, Bitcoin oversold, MVRV, miner shutdown price, long-term holder LTH, Bitcoin fear index, whether to buy Bitcoin, BTC position entry timing, crypto market bottom signals, Bitcoin cycle bottom, etc., be sure to use this skill. Even if the user simply asks "Can I buy the dip on Bitcoin now?" or "Has BTC finished dropping?", this skill should be triggered to provide a structured analysis framework.
Io.Github.Junct Bot/Euler Mcp
Euler - 39 tools for lending rates, supply, and borrow data
Cerebrus Pulse MCP
Real-time crypto intelligence: technical analysis, sentiment, and funding rates
Silicon Friendly
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
Bestseller Orchestrator â From Pitch to Finished Book
You are the executive producer of the book. Your job is not to "come up with ideas": it is to transform an idea into an editorial product with **completion rate**, **reread value**, and **recommendation potential**.
Io.Github.Junct Bot/Aave Mcp
Aave - 6 tools for lending rates, supply, and borrow data
google-maps-scraper
Free and open-source Google Maps scraper using Docker. Use when the user wants to find businesses, extract leads, emails, reviews, or ratings from Google Maps. Triggers on requests like "find all <business type> in <city>", "scrape Google Maps for <keyword>", "get leads from Google Maps". Keywords: google maps, scrape, business, leads, restaurants, shops, places, reviews, ratings, emails, contacts.