UltraReview
Parallel multi-agent code review for the CURRENT git branch vs `main`. Uses Tarsee's agent registry (Coder, Researcher, Writer) to run three independent review passes simultaneously, then aggregates.
data_analysis
High-performance data analysis using Polars - load, transform, aggregate, visualize and export tabular data. Use for CSV/JSON/Parquet processing, statistical analysis, time series, and creating charts.
Io.Github.WaterTian/Wechat Devtools Mcp
MCP Server for WeChat DevTools CLI - Automate development & testing with 8 aggregated APIs.
AnnualReports
Security report aggregation. USE WHEN annual reports, security reports, threat reports.
Korean News Hub
Korean news aggregator - Naver, Google News, Daum trends in real-time
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".
data-manipulation
High-performance data manipulation and transformation using Pandas, Numpy, and DuckDB. Use when Claude needs to: (1) Clean or transform structured data (CSV, Parquet, JSON), (2) Perform large-scale aggregations or analytics, (3) Optimize analysis for performance and memory, (4) Implement the 'Tidy Data' (Wide-to-Long) strategy for reporting.
/add-breadcrumb-page â Scaffold Breadcrumb Aggregate Page
Create a complete breadcrumb aggregate page following the pattern established by deprecations, N+1 queries, and cache health pages.
artifact-naming
Naming conventions for artifact kind and path, ensuring data can be aggregated and analyzed
query-writing
For writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations
foundatio-repositories
Use when querying, counting, patching, or paginating data through Foundatio.Repositories Elasticsearch abstractions. Covers filter expressions, aggregation queries, partial and script patches, and search-after pagination. Apply when working with any IRepository, ISearchableRepository, FindAsync, CountAsync, PatchAsync, PatchAllAsync, or RemoveAllAsync method. Never use raw IElasticClient directly -- always use repository methods. Use context7 MCP to fetch current API docs and examples.
amortized-algorithms
Use when analyzing sequences of data-structure operations with aggregate analysis, accounting credits, potential functions, binary counters, multipop stacks, dynamic tables, resizing policies, or amortized versus average-case reasoning
cluster-events
Analyze cluster-wide Kubernetes events to identify issues and patterns. Aggregates Warning events, detects high-frequency patterns, and correlates related events.
Io.Github.PersistenceOne/Bridgekitty
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more for best rates.
Io.Github.Chris Schra/Mcp Funnel
MCP proxy that aggregates multiple servers with tool filtering and customization
Io.Github.Rupinder2/Mcp Orchestrator
Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.
Io.Github.Rupinder2/Mcp Gateway
Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.
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.
agent-session-monitor
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage. Supports web interface for viewing complete conversation history and costs. Use when users ask about current session token consumption, conversation history, or cost statistics.
Io.Github.Hovsteder/Powersun Tron Mcp
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
Io.Github.Nicofains1/Onlyswaps
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 chains.
AgentDeals
MCP server aggregating developer infrastructure deals, free tiers, and startup programs
Io.Github.Florentine Ai/Mcp
MCP server for Florentine.ai - Natural language to MongoDB aggregations
greptimedb-flow
Guide for creating GreptimeDB flow tasks, for generates materialized view for continuous aggregation.
Clawdfolio
Quantitative portfolio toolkit for professional investors. Multi-broker aggregation (Longport, Moomoo/Futu, demo), institutional risk analytics, options strategy lifecycle management, 20+ automated finance workflows, and CSV/JSON data export.
opennews
Real-time crypto & financial news aggregator â 72+ data sources across 5 categories (News: Bloomberg, Reuters, FT, CNBC, CoinDesk, Twitter/X + 47 more; Listing: Binance, Coinbase, OKX + 6 more; OnChain: whale & KOL trades; Meme: social sentiment; Market: price/funding/liquidation alerts). AI-analyzed with impact score, trading signals, and bilingual summaries.
AI News Aggregator
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jfrog
Interact with the JFrog Platform via the JFrog CLI and REST/GraphQL APIs. Use this skill when the user wants to manage Artifactory repositories, upload or download artifacts, manage builds, configure permissions, manage users and groups, work with access tokens, configure JFrog CLI servers, search artifacts, manage properties, set up replication, manage JFrog Projects, run security audits or scans, look up CVE details, query exposures scan results from JFrog Advanced Security, manage release bundles and lifecycle operations, aggregate or export platform data, or perform any JFrog Platform administration task. Also use when the user mentions jf, jfrog, artifactory, xray, distribution, evidence, apptrust, onemodel, graphql, workers, mission control, curation, advanced security, exposures, or any JFrog product name.
durable-functions-dotnet
Build durable, fault-tolerant workflows using Azure Durable Functions with .NET isolated worker and Durable Task Scheduler backend. Use when creating serverless orchestrations, activities, entities, or implementing patterns like function chaining, fan-out/fan-in, async HTTP APIs, human interaction, monitoring, or stateful aggregators. Applies to Azure Functions apps requiring durable execution, state persistence, or distributed coordination with built-in HTTP management APIs and Azure integration.
skyll
Search and retrieve agent skills at runtime. This skill should be used when the agent needs to find specialized capabilities, workflows, or domain knowledge to accomplish a task. Skyll aggregates skills from skills.sh and returns full SKILL.md content ready for context injection.