A curated, battle-tested directory of Google Antigravity (AGY) agent skills, official Model Context Protocol (MCP) servers, Free Cloud VPS hosting opportunities (Oracle 24GB ARM, GCP, AWS), and the GitHub Student Developer Pack value playbook.
If you are using Google Antigravity, Claude Code, Cursor, Codex, or any AI coding assistant, simply copy and paste this single prompt to your agent:
Please inspect the repository at https://github.com/kesaruhasun/awesome-antigravity-skills-mcp-guide and automatically install all 180+ Agent Skills into my local agent skills directory and configure the Model Context Protocol (MCP) servers in my mcp_config.json by running its automated setup script.Run this single command in your terminal (macOS / Linux):
curl -fsSL https://raw.githubusercontent.com/kesaruhasun/awesome-antigravity-skills-mcp-guide/main/setup.sh | bash- π Overview
- β‘ Quick Install Guide
- π§ Antigravity & Agent Skills Catalog
- 1. Google Cloud Data & Analytics (Data Agent Kit)
- 2. Google DeepMind Science & Bio-Informatics
- 3. Modern Web & Chrome DevTools Engineering
- 4. Software Architecture & Engineering Craft (Matt Pocock Skills)
- 5. Production Engineering & Web Architecture (Addy Osmani Skills)
- 6. Growth, SEO & Conversion Engineering (Marketing Skills)
- 7. Mobile & Cross-Platform (Flutter & Android)
- 8. Fullstack Firebase Suite
- 9. Gemini Multimodal & Antigravity SDK
- π Model Context Protocol (MCP) Servers Directory
- βοΈ Free Cloud VPS & Hosting Directory
- π GitHub Student Developer Pack: The Complete Playbook
- π€ Contributing & Community
- π License
As AI-assisted pair programming and autonomous coding agents evolve, having the right Agent Skills (domain expertise modules via standard SKILL.md protocols) and MCP Servers (Model Context Protocol data and execution bridges) creates a 10x developer leverage.
This repository catalogs the exact agent setup, plugins, tools, cloud infrastructure hacks, and student benefits used daily for high-velocity software engineering, cloud architecture, mobile development, and data science.
graph TD
A[Google Antigravity / Gemini Coding Agent] --> B[Domain Agent Skills]
A --> C[Model Context Protocol MCP Servers]
A --> D[Cloud & VPS Infrastructure]
B --> B1[Data Agent Kit / BigQuery / Spark]
B --> B2[DeepMind Science Skills]
B --> B3[Chrome DevTools & Modern Web]
B --> B4[Matt Pocock Engineering Workflows]
B --> B5[Addy Osmani Production Engineering]
B --> B6[Corey Haines Marketing & SEO]
B --> B7[Flutter & Android SDKs]
C --> C1[AlloyDB / Cloud SQL / Spanner]
C --> C2[Composio SaaS Connectors]
C --> C3[Mobile Device Automation MCP]
C --> C4[WhatsApp Extended Bridge MCP]
C --> C5[Google Developer Knowledge]
D --> D1[Oracle Cloud Always Free ARM 24GB]
D --> D2[DigitalOcean $200 Student Pack]
D --> D3[GCP & AWS Free Tiers]
Agent skills follow the open Agent Skills Specification. They equip agents with structured guidelines, domain heuristics, code generators, and execution guardrails.
Specialized suite for database administrators, data engineers, and ML practitioners.
| Skill Name | Description | Key Capabilities |
|---|---|---|
bigquery-sql |
High-performance BigQuery SQL optimization | Partitioning, clustering, anti-pattern detection, cost reduction |
bigquery-ai-ml |
In-database Machine Learning & GenAI | Time-series forecasting, k-means clustering, LLM inference in SQL |
bigquery-bigframes |
BigQuery DataFrames (pandas/scikit-learn API) | Scalable Python analytics directly executed over BigQuery engine |
dataform-bigquery |
Dataform ELT pipeline orchestration | SQLX authoring, dependency trees, table declarations |
dbt-bigquery |
dbt models & pipeline engineering | Jinja templating, schema tests, incremental materialization |
gcp-spark |
PySpark on Dataproc Serverless & Clusters | BigLake Iceberg catalogs, Spanner connectors, batch execution |
gcp-dataflow |
Apache Beam streaming/batch pipelines | Flex templates, Cloud Build packaging, backpressure tuning |
accidental-data-loss-prevention |
Irreversible operation blocker | Guardrails preventing accidental DROP, TRUNCATE, or bulk deletes |
building-data-apps |
Rapid full-stack data dashboards | React + Vite or Streamlit UIs with Gemini Data Analytics chat |
discovering-gcp-data-assets |
Dataplex & BigLake discovery engine | Catalog search, policy tags, dataset schema inspection |
federate-lakehouse-catalog |
Remote Iceberg REST catalog federation | Querying Databricks Unity Catalog and AWS Glue from BigQuery |
gcp-composer-troubleshooting |
Cloud Composer (Airflow) RCA & fixing | Automated DAG failure diagnosis, task logs inspection |
gcs-security-assessment |
Cloud Storage security posture auditor | SAIF compliance, IAM auditing, bucket public access inspection |
Curated collection of biological, structural, genomic, and chemical research skills created by Google DeepMind.
- Repository: google-deepmind/science-skills
- Skills Registry: skills.sh/google-deepmind/science-skills
| Skill Name | Biological / Scientific Focus | Source Database / API |
|---|---|---|
alphafold_database_fetch_and_analyze |
Structural confidence (pLDDT), domain boundaries | AlphaFold Protein Structure Database |
alphagenome_single_variant_analysis |
Non-coding variant impacts on expression & splicing | AlphaGenome Deep Learning Engine |
chembl_database |
Bioactive molecules, drug targets, |
EMBL-EBI ChEMBL Database |
pubchem_database |
Chemical structure search, CID, SMILES, bioassays | NCBI PubChem |
pubmed_database |
Biomedical literature discovery & full-text extraction | NCBI PubMed / PMC BioC |
clinical_trials_database |
Human clinical trials, eligibility criteria, phases | ClinicalTrials.gov API v2 |
clinvar_database |
Genomic variant pathogenicity classifications | NCBI ClinVar |
gnomad_database |
Population allele frequencies, pLI & LOEUF scores | gnomAD (Broad Institute) |
foldseek_structural_search |
Fast 3D structural alignment for PDB / CIF files | Foldseek API |
pymol |
Molecular graphics rendering, binding sites, B-factors | PyMOL Open-Source Engine |
predictingthepast |
Ancient epigraphic text restoration and dating | DeepMind Aeneas & Ithaca Models |
Official Chrome DevTools and Google Chrome Web Platform skills for performance, accessibility, and modern CSS/JS.
- DevTools MCP: ChromeDevTools/chrome-devtools-mcp
- Modern Web Guidance: GoogleChrome/modern-web-guidance
| Skill Name | Purpose | Highlights |
|---|---|---|
chrome-devtools |
Live browser automation & debugging | Puppeteer CDP integration, network request inspection, DOM evaluation |
a11y-debugging |
Accessibility compliance auditing | WCAG 2.2, ARIA landmark checks, keyboard focus traps, color contrast |
debug-optimize-lcp |
Core Web Vitals optimization | Largest Contentful Paint breakdown, render-blocking resource elimination |
memory-leak-debugging |
JavaScript memory leak diagnostics | Heap snapshots, retained objects analysis, MemLab automation |
modern-web-guidance |
Modern web standards enforcement | View Transitions, Scroll-driven animations, popover API, :has() CSS |
chrome-extensions |
Manifest V3 Extension development | Background service workers, content script sandboxing, Web Store publishing |
Engineering disciplines, rigorous design stress-testing, and automated developer workflows.
- Repository: mattpocock/skills
- Author: Matt Pocock
| Skill Name | Description | When to Trigger |
|---|---|---|
grilling |
Relentless architectural stress-testing | When validating a plan or architectural decision before writing code |
grill-me |
Interactive interview for design alignment | When resolving trade-offs and surfacing hidden assumptions |
tdd |
Strict Red-Green-Refactor test loop | For regression-free feature building and bug remediation |
code-review |
Parallel Spec vs. Standards code review | Reviewing pull requests and diffs using two concurrent subagents |
domain-modeling |
Deep domain vocabulary & ADR generation | Establishing ubiquitous language, CONTEXT.md, and architectural logs |
diagnosing-bugs |
Root-cause diagnosis loop | Systematic isolation of race conditions, leaks, and regressions |
git-guardrails-claude-code |
Destructive git command safety hooks | Blocks hazardous operations like git push --force or git reset --hard |
wizard |
Interactive human-guided bash scripts | Step-by-step interactive flows for cloud secrets and manual portal setups |
Production-grade engineering, performance, architecture, and reliability skills created by Addy Osmani (Engineering Director at Google).
- Repository: addyosmani/agent-skills
- Author: Addy Osmani
| Skill Name | Category | Primary Function & Focus |
|---|---|---|
performance-optimization |
Performance | Web Vitals, JS bundle tree-shaking, memory leaks, critical rendering path |
api-and-interface-design |
Architecture | Designing clean, ergonomic, extensible APIs and TypeScript interfaces |
browser-testing-with-devtools |
Quality | Automated browser testing and screenshot verification with Chrome DevTools |
code-simplification |
Refactoring | Simplifying overly complex abstractions and eliminating technical debt |
context-engineering |
Prompting | Optimizing LLM context windows, instructions formatting, and token efficiency |
doubt-driven-development |
Reliability | Challenging assumptions, discovering hidden flaws, and stress-testing edge cases |
security-and-hardening |
Security | OWASP Top 10 auditing, dependency CVE scanning, and input sanitization |
spec-driven-development |
Architecture | Specification-first engineering: validating requirements before writing code |
shipping-and-launch |
Release | Pre-flight production checklists, rollout health checks, and canary deployments |
50+ technical growth, analytics, programmatic SEO, and conversion optimization skills for developers and founders.
- Repository: coreyhaines31/marketingskills
- Website: marketing-skills.com
| Skill Name | Category | Primary Function |
|---|---|---|
seo-audit |
Technical SEO | Meta tags, crawl depth, canonicals, robots.txt, performance audits |
ai-seo |
LLM Visibility | Search Generative Experience (SGE), Perplexity, and ChatGPT search ranking |
programmatic-seo |
Scaled Content | Structured dataset schemas for high-converting programmatic landing pages |
schema |
Structured Data | JSON-LD markup generation for rich search engine result snippets |
cro |
Conversion Rate | Heuristic landing page evaluation, visual hierarchy, CTA placement |
copywriting |
Messaging | Value proposition, hook crafting, feature-benefit translation frameworks |
ab-testing |
Experimentation | Sample size calculation, statistical significance, minimum detectable effect |
End-to-end tooling for Dart, Flutter UI, Native C/C++ FFI interop, and Android emulator/device management.
- Flutter Architecture & UI:
flutter-apply-architecture-best-practices,flutter-build-responsive-layout,flutter-add-widget-preview,flutter-fix-layout-issues. - Testing & Quality:
flutter-add-widget-test,flutter-add-integration-test,dart-add-unit-test,dart-generate-test-mocks,dart-collect-coverage,dart-run-static-analysis. - Native & Performance:
dart-setup-ffi-assets,dart-use-ffigen,dart-build-cli-app,dart-resolve-package-conflicts. - Android CLI Platform: Fast emulator spin-up, screen capture, UI element dumping, APK installation, logcat stream inspection.
- Included Skills:
firebase-firestore,firebase-data-connect(PostgreSQL),firebase-auth-basics,firebase-app-hosting-basics(Next.js/Angular SSR),firebase-hosting-basics,firebase-crashlytics,firebase-remote-config-basics,firebase-security-rules-auditor,firebase-ai-logic-basics,xcode-project-setup.
google-antigravity-sdk: Programmatic construction of multi-agent workflows, subagents, and tools.gemini-interactions-api: Multi-turn conversational sessions with function calling and structured outputs.gemini-live-api-dev: Bidirectional audio/video streaming via WebSocket protocols.gemini-omni-flash-api: Video synthesis, scene transitions, and image-to-video editing.google_maps_platform: Maps JavaScript, Places API, Directions, Photorealistic 3D Maps, and Geocoding SDKs.
The Model Context Protocol (MCP) is an open standard that enables AI models to securely interact with local developer tools, live databases, and external cloud services.
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β AI AGENT / ANTIGRAVITY β
ββββββββββββββββ¬βββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββ
β β
βββββββββ΄βββββββββ ββββββββββ΄ββββββββββ
β Remote MCP β β Local / CLI β
β (HTTPS/SSE) β β (STDIO/NPX) β
βββββββββ¬βββββββββ ββββββββββ¬ββββββββββ
β β
ββββββββββββββΌβββββββββββββ ββββββββββββββΌβββββββββββββ
β Google β Composio β β Mobile β WhatsApp β
β Cloud Data β Remote β β MCP (npx) β Bridge MCP β
ββββββββββββββ΄βββββββββββββ ββββββββββββββ΄βββββββββββββ
google-developer-knowledge(https://developerknowledge.googleapis.com/mcp)- Official Google developer documentation knowledge base. Queries verified guides, SDK signatures, and code examples in real-time.
datacloud_alloydb_remote(https://alloydb.us-central1.rep.googleapis.com/mcp)- Direct AlloyDB PostgreSQL management, schema inspection, backup creation, and read/write SQL query execution.
datacloud_cloud-sql_remote(https://sqladmin.googleapis.com/mcp)- Cloud SQL instance administration (PostgreSQL, MySQL, SQL Server), user provisioning, automated backups, and precheck upgrades.
datacloud_spanner_remote(https://spanner.googleapis.com/mcp)- Cloud Spanner globally distributed relational database operations: execute SQL, update schema DDL, commit transactions.
datacloud_dataproc_remote(https://dataproc-us-central1.googleapis.com/mcp)- Dataproc serverless Spark batches, managed Hadoop/Spark clusters, job submission, and interactive sessions.
datacloud_knowledge_catalog_remote(https://dataplex.googleapis.com/mcp)- Dataplex Data Catalog entry lookup, asset context resolution, and metadata indexing.
mobile-mcp(npx -y @mobilenext/mobile-mcp@latest)- Full-stack mobile device testing and interaction: taps, swipes, text typing, screen recording, screenshot capture, and crash log extraction on iOS and Android.
remote-composio(https://connect.composio.dev/mcp)- Connects 100+ external SaaS integrations (Canva, GitHub, Slack, Gmail, Notion, Salesforce, Google Calendar) to AI agents with pre-built auth.
whatsapp(uv run whatsapp-mcp-server)- Real-time WhatsApp communication automation: chat listing, secure message sending, file/audio uploads, reactions, and media downloading via local bridge.
π See detailed server configs and usage in mcp-servers.md.
{
"mcpServers": {
"google-developer-knowledge": {
"authProviderType": "google_credentials",
"serverUrl": "https://developerknowledge.googleapis.com/mcp"
},
"datacloud_cloud-sql_remote": {
"authProviderType": "google_credentials",
"headers": {
"User-Agent": "datacloud.antigravity"
},
"serverUrl": "https://sqladmin.googleapis.com/mcp"
},
"datacloud_alloydb_remote": {
"authProviderType": "google_credentials",
"headers": {
"User-Agent": "datacloud.antigravity"
},
"serverUrl": "https://alloydb.us-central1.rep.googleapis.com/mcp"
},
"mobile-mcp": {
"command": "npx",
"args": ["-y", "@mobilenext/mobile-mcp@latest"]
},
"remote-composio": {
"serverUrl": "https://connect.composio.dev/mcp",
"headers": {
"x-consumer-api-key": "YOUR_COMPOSIO_API_KEY"
}
}
}
}Looking for zero-cost compute to host MCP servers, Docker containers, side projects, or Discord/Telegram/WhatsApp bots? Here are the best legitimate free tier servers available:
- Tier Type: Always Free (Does not expire after 30 days)
- Website: oracle.com/cloud/free
- Specifications:
- ARM Ampere A1 Compute: Up to 4 OCPUs and 24 GB RAM (can be configured as 1 large VM or up to 4 smaller VMs).
- AMD x86 Compute: 2 micro VMs (1/8 OCPU, 1 GB RAM each).
- Block Volume Storage: 200 GB total NVMe storage.
- Outbound Data Transfer: 10 TB/month free egress.
- Autonomous Databases: 2 Free Autonomous Transaction Processing / Data Warehouse instances (20 GB each).
Tip
Pro-Tip to avoid Idle Reclamation: Oracle may reclaim Always Free VMs if CPU utilization is under 10% over 7 days. Ensure your instances run real workloads, container services, or keep a verified credit card on file (Upgraded to PAYG with $0 spent).
- Tier Type: Always Free + $300 Credit for 90 Days
- Website: cloud.google.com/free
- Specifications:
- Compute Engine: 1
e2-microVM instance (0.25 vCPU, 1 GB RAM) per month in US regions (us-central1,us-west1,us-east1). - Persistent Disk: 30 GB standard storage.
- BigQuery: 10 GB storage and 1 TB query processing per month.
- Cloud Run: 2,000,000 requests per month + 360,000 GB-seconds memory.
- Cloud Functions: 2,000,000 invocations per month.
- Compute Engine: 1
- Tier Type: 12 Months Free + Always Free Services
- Website: aws.amazon.com/free
- Specifications:
- EC2: 750 hours/month of
t2.microort3.microfor 12 months. - RDS: 750 hours/month of single-AZ
db.t2.micro/db.t3.micro/db.t4g.microdatabase (MySQL, PostgreSQL). - AWS Lambda (Always Free): 1,000,000 free requests per month.
- DynamoDB (Always Free): 25 GB NoSQL database storage.
- CloudFront (Always Free): 1 TB data transfer out per month.
- EC2: 750 hours/month of
| Platform | Free Tier Offering | Best Suited For | Link |
|---|---|---|---|
| Fly.io | Generous allowances for small micro VMs & edge routing | Dockerized MCP servers, Discord bots | fly.io |
| Render | 750 free instance hours/month for web services | Web backends, REST APIs, static sites | render.com |
| Koyeb | Free nano instance with global edge routing | Microservices, webhook handlers | koyeb.com |
| Vercel | 100GB bandwidth, serverless edge functions | Next.js, frontend web apps | vercel.com |
| Cloudflare | Unlimited DDoS protection, Pages, 100k Workers/day | Static hosting, ultra-fast edge compute | cloudflare.com |
π See the complete setup guide in free-vps-cloud-guide.md.
If you are a student (high school, college, or university), the GitHub Student Developer Pack provides over $200,000+ in free software tools, cloud credits, and subscriptions.
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β GITHUB STUDENT DEVELOPER PACK β
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β π Cloud Compute: DigitalOcean ($200 Credit / 1 Year) β
β βοΈ Enterprise Cloud: Microsoft Azure ($100 Credit + Free Services) β
β π Custom Domains: Namecheap (1 Free .ME Domain + Free SSL) β
β Name.com (1 Free Domain Registration) β
β π» Professional IDEs: JetBrains All Products Pack (100% Free) β
β π GitHub Premium: GitHub Pro (Free while enrolled) β
β π Security & SSH: 1Password (1 Year Free) + Termius Pro SSH β
β π Tech Learning: Frontend Masters (6 Mo) + DataCamp (3 Mo) β
β π³ Payments: Stripe ($1,000 fee-free transaction processing) β
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
-
DigitalOcean ($200 in Platform Credits for 1 Year)
- Launch high-performance Droplets, Managed Databases, or Kubernetes clusters for learning and project hosting.
-
Microsoft Azure ($100 Credit + 25+ Free Services)
- No credit card required. Includes access to Azure App Services, Azure Functions, and free developer VMs.
-
JetBrains Professional IDE Suite (100% Free Annual Subscription)
- Complete access to IntelliJ IDEA Ultimate, WebStorm, PyCharm Professional, CLion, DataGrip, Rider, GoLand, and PhpStorm.
-
Free Custom Domains & SSL Certificates
-
Namecheap: 1 free
.medomain for 1 year + WhoisGuard privacy + SSL certificate. -
Name.com: 1 free top-level domain (
.live,.tech, etc.) with free DNS management.
-
Namecheap: 1 free
-
Developer & Productivity Perks
- GitHub Pro: Unlimited private repo collaborators, advanced code reviews, 180 Codespaces core-hours/month.
- 1Password: 1 year free password manager subscription.
- Termius: Free SSH client Pro for desktop and mobile devices.
- Frontend Masters: 6 months free access to premium web development courses.
- Visit education.github.com/pack.
- Sign in with your GitHub account.
- Add and verify your school-issued email address (
.eduor official institutional domain). - Upload a proof of enrollment (Student ID card with valid expiry date, official tuition receipt, or transcript).
- Approval Tip: Ensure 2FA is enabled on your GitHub profile and that your billing name matches your student ID.
π See the complete step-by-step redemption guide in github-student-pack.md.
Contributions are warmly welcomed! If you have discovered an indispensable agent skill, built an open-source MCP server, or found a new free cloud tier:
- Fork this repository.
- Create your feature branch (
git checkout -b feature/awesome-new-skill). - Commit your changes (
git commit -m 'Add new awesome MCP server'). - Push to the branch (
git push origin feature/awesome-new-skill). - Open a Pull Request.
Please review CONTRIBUTING.md for quality guidelines.
This compilation is licensed under the MIT License. Individual skills and MCP servers remain under their respective upstream open-source licenses.