AdAdvisor MCP Server

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.

AIStatusDashboard

Read-only MCP server for AIStatusDashboard status, incidents, metrics, and fallback recommendations.

ResearchTwin

Federated research discovery with S-Index metrics across a network of digital twins.

Blocklens Mcp Server

Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more

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".

Io.Github.GreptimeTeam/Greptimedb Mcp Server

Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.

design-taste-frontend

Senior UI/UX Engineer. Architect digital interfaces overriding default LLM biases. Enforces metric-based rules, strict component architecture, CSS hardware acceleration, and balanced design engineering.

monitoring-feature-observability

Add or adjust monitoring for a Hypeman feature using repository standards for logs, traces, and metrics. Use when a user asks for instrumentation, observability reviews, telemetry consistency changes, metric design, or production-signal improvements.

Metrics Definer

content-experimentation-best-practices

Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this skill when planning experiments, setting up variants, choosing success metrics, interpreting statistical results, or building experimentation workflows in a CMS or frontend stack.

Io.Github.Junct Bot/Synthetix Mcp

Synthetix - 22 tools for data, metrics, and on-chain analytics

Io.Github.TANTIOPE/Datadog Mcp

Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools

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.

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.

Withings Health Data

MCP server for Withings health data — sleep, activity, heart, and body metrics.

apple-health-analyst

Analyze Apple Health export ZIP. Run local prepare to generate structured insights, then produce a professional health report based on cross-metric analysis and historical context.

Io.Github.Junct Bot/Etherscan Api Mcp

Etherscan Api - 71 tools for data, metrics, and on-chain analytics

/notion-ingest — Notion Workspace Crawler

> Crawls a Notion workspace to extract business terms, metrics, product docs, > and team structure. Populates the organization knowledge system.

climpred-forecast-verification

Verify weather and climate forecasts using climpred. Use when computing forecast skill metrics (RMSE, ACC, CRPS, etc.), comparing hindcasts to observations, bootstrapping significance, removing bias, or working with HindcastEnsemble/PerfectModelEnsemble objects. Triggers on: forecast verification, prediction skill, hindcast, climate prediction, skill score, predictability.

nerv-ui

NERV Operations Console v2 — Evangelion-inspired UI component library. Data-driven Three.js MAGI visualization (yield surface mesh + organic flow curves + bar columns), blockchain event log terminal, dense metrics grid, vault cards, oracle consensus display, CRT effects, emergency mode. Noto Serif Display (weight 900) + Shippori Mincho B1 + JetBrains Mono. NO HELVETICA. Every pixel conveys information.

Renzo MCP Server

MCP server for Renzo protocol data, including chains, vaults, operators, and ezETH metrics.

symbiont

AI-native agent runtime with typestate-enforced ORGA reasoning loop, Cedar policy authorization, CommunicationPolicyGate for inter-agent governance, ToolClad declarative tool contracts, knowledge bridge, zero-trust security, multi-tier sandboxing, webhook verification, markdown memory, skill scanning, metrics, scheduling, symbi init/run/up CLI, and a declarative DSL

Performance Co-Pilot

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

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.

golang-benchmark

Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat, setting up CI benchmark regression detection, or investigating production performance with Prometheus runtime metrics. Also use when the developer needs deep analysis on a specific performance indicator - this skill provides the measurement methodology, while golang-performance provides the optimization patterns.

Io.Github.Dynatrace Oss/Dynatrace Mcp

Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI

Io.Github.Dynatrace Oss/Dynatrace Managed Mcp

MCP server for Dynatrace Managed to access logs, events, and metrics.

adding-metrics

Add new Prometheus metrics to the Cloudflare exporter. Use when adding metrics, implementing new GraphQL/REST queries, or extending metric coverage. Covers the full workflow from schema discovery through client implementation and README updates.

use-railway

Operate Railway infrastructure: create projects, provision services and databases, manage object storage buckets, deploy code, configure environments and variables, manage domains, troubleshoot failures, check status and metrics, and query Railway docs. Use this skill whenever the user mentions Railway, deployments, services, environments, buckets, object storage, build failures, or infrastructure operations, even if they don't say "Railway" explicitly.

Io.Github.Junct Bot/Coingecko Mcp

Coingecko - 36 tools for data, metrics, and on-chain analytics

Netdata

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

ham

Set up and maintain Hierarchical Agent Memory (HAM) for Codex using scoped local memory files. Trigger on "go ham", "set up HAM", "ham commands", "ham help", "ham route", "ham remove", "ham update", "ham status", "ham benchmark", "ham baseline start", "ham baseline stop", "ham metrics clear", "HAM savings", "HAM stats", "HAM dashboard", "HAM sandwich", "HAM insights", "HAM carbon", or "HAM audit".

ncu-cuda-profiling

Automated NCU (Nsight Compute) profiling workflow with full metrics collection and persistent storage

devpace

Auto-invoked during advance mode after extended work on same CR, at session start/end, or when rhythm anomalies are detected. NOT for metrics reports or retrospectives (use /pace-retro). NOT for project status overview (use /pace-status).

answering-natural-language-questions-with-dbt

Writes and executes SQL queries against the data warehouse using dbt's Semantic Layer or ad-hoc SQL to answer business questions. Use when a user asks about analytics, metrics, KPIs, or data (e.g., "What were total sales last quarter?", "Show me top customers by revenue"). NOT for validating, testing, or building dbt models during development.

app-analytics-strategist

Expert digital data analytics consultant for designing and implementing data-driven growth strategies for mobile and digital applications. Use this skill when users need help with app analytics strategy, metrics selection, analytics framework implementation, cohort analysis, user segmentation, A/B testing, customer journey mapping, retention optimization, or choosing analytics tools. Applies to product managers, growth teams, and developers building data-driven applications across all platforms and industries seeking to optimize user engagement, retention, and revenue through analytics.

Pensiata - Bulgarian Pension Fund Analytics

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

fundamentals

Get fundamental financial data including financials, earnings, and key metrics. Use when user asks about financials, earnings, revenue, profit, balance sheet, income statement, or company fundamentals.

analyzing-financial-statements

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

Io.Github.Junct Bot/Coinmarketcap Mcp

Coinmarketcap - 30 tools for data, metrics, and on-chain analytics

autorag-query

Query AutoRAG-Research pipeline results using natural language. Converts questions to SQL, executes safely (SELECT-only), returns formatted results. Auto-detects DB connection from configs/db.yaml or env vars. Use for pipeline comparison, metrics analysis, token usage.

Io.Github.Opcastil11/Mcp Prowl

Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.

Autoresearch: Autonomous Experiment Loop

An autonomous optimization loop where Claude edits code, runs a benchmark, measures a metric, and keeps improvements or reverts — repeating forever until stopped. Inspired by [Karpathy's autoresearch](https://github.com/karpathy/autoresearch) and [pi-autoresearch](https://github.com/davebcn87/pi-a

product-playbook

World-class product planning framework with 22 PM frameworks (JTBD, PR-FAQ, North Star, OST, Working Backwards, DHM, etc.) from Teresa Torres, Shreyas Doshi, Marty Cagan, Gibson Biddle, April Dunford. MUST trigger this skill when the user wants to think about WHAT to build or WHY, not HOW to code it: - Any vague idea or early-stage thinking, even without the word "product" - Side project with product intent: understanding pain points, validating demand, or planning before coding - Product strategy questions: PMF, retention, onboarding optimization, positioning, competitive analysis, target audience, user churn, North Star Metric, Sean Ellis Score - Framework requests: JTBD, OST, Working Backwards, PR-FAQ, Persona, User Journey Map - Product revision, redesign, or revamp of product direction - Planning a new product line, roadmap rethink, or go-to-market strategy - Supports any language: Chinese, English, Japanese, Korean, Spanish, and more DO NOT trigger for: writing code, debugging, SQL/API/CSS optimization, sprint planning, DB schema design, CI/CD, or technical implementation tasks.

evaluate-video-quality

Evaluate generated video quality using available metrics (SSIM, loss trajectory, caption consistency)

aarrr-metrics

Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis

~aod-build

Generate standardized checkpoint reports for multi-phase implementation projects. Use this skill when pausing implementation at strategic milestones (phase completion, user story completion, critical features) to create comprehensive progress reports with task breakdowns, metrics, knowledge base entries, and resume instructions.

ironbee-analyze

Run IronBee session analysis with semantic interpretation of verification metrics, issues, and fixes

Lighthouse Mcp

MCP server for Google Lighthouse performance metrics

Io.Github.Mitchhankins01/Oura Ring Mcp

Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.