MCP Servers
300 servers ranked by real execution data. Every score is outcome-backed on a 0-10 scale across 5 dimensions.
Cloudflare MCP
Official MCP ServerTop RatedCloudflare Workers, DNS, R2, KV, and D1 management from any agent environment.
GitLab MCP
Official MCP ServerActiveTop RatedPopularGitLab API access — manage repos, merge requests, pipelines, and issues.
Neon MCP
Official MCP ServerActiveTop RatedServerless Postgres management — create databases, run queries, branch, and scale.
Sentry MCP
Official MCP ServerActiveTop RatedError tracking and performance monitoring — query issues, stack traces, and alerts.
Linear MCP
CommunityTop RatedLinear issue tracking and project management for engineering teams.
Figma Context MCP
CommunityActiveBest OutputPopularGives coding agents access to Figma files and layout data for accurate code generation.
Kubernetes MCP
CommunityK8s cluster management — pods, deployments, services, and kubectl operations.
Context7
Official MCP ServerActivePopularPulls current, version-specific docs and examples directly into coding agents — fixes stale documentation.
Puppeteer MCP
Official MCP ServerActivePopularPuppeteer-based browser automation — screenshots, navigation, form filling, and JS execution.
GitHub MCP Server
Official MCP ServerActiveMost ReliablePopularRead repos, manage PRs and issues, analyze workflows, and automate GitHub operations.
Docker MCP
CommunityMost ReliableDocker container management — build, run, inspect, and manage images and networks.
GenAI Toolbox
Official MCP ServerActivePopularDatabase-focused MCP supporting BigQuery, Neo4j, Postgres, and Spanner — Google-scale data access.
dbt MCP
CommunityActiveRun dbt models, test data quality, and manage transformations
Browserbase MCP
Official MCP ServerCloud browser infrastructure for headless automation, stealth browsing, and session replay.
Mem0 MCP
Official MCP ServerAI memory and personalization layer — store, retrieve, and search agent memories.
AWS Lambda MCP
Official MCP ServerActiveDeploy, invoke, and manage AWS Lambda functions
ClickHouse MCP
Official MCP ServerActiveAnalytics database queries — fast OLAP over billions of rows with SQL.
Google Cloud MCP
Official MCP ServerActiveManage GCP resources, deploy services, and query BigQuery
Playwright MCP
Official MCP ServerActivePopularBrowser automation through structured accessibility snapshots for LLMs — navigate, click, fill, and extract.
n8n MCP
CommunityActiveMost ReliableExecute workflows, manage nodes, and automate with n8n
Postman MCP
Official MCP ServerRun Postman collections, test APIs, and manage environments
Azure MCP
Official MCP ServerActiveManage Azure resources, deploy apps, and monitor services
DuckDB MCP
CommunityBest BudgetIn-process analytical database — query CSV, Parquet, and JSON with zero setup.
AWS MCP
Official MCP ServerActivePopularAWS best-practice-aware MCP servers for cloud infrastructure and development workflows.
Jenkins MCP
CommunityBest BudgetTrigger builds, view job status, and manage Jenkins pipelines
CircleCI MCP
Official MCP ServerTrigger pipelines, view build status, and manage CircleCI config
Bitbucket MCP
Official MCP ServerManage repos, pull requests, and pipelines on Bitbucket
Selenium MCP
CommunitySelenium WebDriver MCP server — cross-browser testing automation and web scraping.
ReadMe MCP
CommunityReadMe.com API documentation platform — manage docs, changelogs, and API references.
Framer MCP
CommunityFramer design tool integration — read layouts, export assets, and generate motion code.