Servers

Deploy, invoke, and manage AWS Lambda functions

Manage GCP resources, deploy services, and query BigQuery

Deploy and manage Vercel projects, domains, and serverless functions

Manage Azure resources, deploy apps, and monitor services

Run Postman collections, test APIs, and manage environments

Execute workflows, manage nodes, and automate with n8n

Trigger pipelines, view build status, and manage CircleCI config

Manage repos, pull requests, and pipelines on Bitbucket

Control VS Code editor: open files, run tasks, manage extensions

Trigger builds, view job status, and manage Jenkins pipelines

Run dbt models, test data quality, and manage transformations

Browser automation through structured accessibility snapshots for LLMs — navigate, click, fill, and extract.

Pulls current, version-specific docs and examples directly into coding agents — fixes stale documentation.

Read repos, manage PRs and issues, analyze workflows, and automate GitHub operations.

Database-focused MCP supporting BigQuery, Neo4j, Postgres, and Spanner — Google-scale data access.

Puppeteer-based browser automation — screenshots, navigation, form filling, and JS execution.

GitLab API access — manage repos, merge requests, pipelines, and issues.

AWS best-practice-aware MCP servers for cloud infrastructure and development workflows.

Gives coding agents access to Figma files and layout data for accurate code generation.

Cloudflare Workers, DNS, R2, KV, and D1 management from any agent environment.

AI-native browser automation using natural language selectors and visual understanding.

Supabase database and storage access — run queries, manage tables, and interact with auth.

Serverless Postgres management — create databases, run queries, branch, and scale.

Infrastructure as Code — plan, apply, and manage Terraform state and modules.

Cloud browser infrastructure for headless automation, stealth browsing, and session replay.

Error tracking and performance monitoring — query issues, stack traces, and alerts.

Analytics database queries — fast OLAP over billions of rows with SQL.

In-process analytical database — query CSV, Parquet, and JSON with zero setup.

Tailwind utility suggestions — class lookup, responsive helpers, and design token mapping.

K8s cluster management — pods, deployments, services, and kubectl operations.

Docker container management — build, run, inspect, and manage images and networks.

AI UI generation with v0 — generate React components from text descriptions.

AI memory and personalization layer — store, retrieve, and search agent memories.

Selenium WebDriver MCP server — cross-browser testing automation and web scraping.

Component documentation and testing — browse stories, capture snapshots, and run interactions.

ReadMe.com API documentation platform — manage docs, changelogs, and API references.

Framer design tool integration — read layouts, export assets, and generate motion code.

Linear issue tracking and project management for engineering teams.