---
title: MCP servers for engineering
description: "107 remote MCP servers for engineering: GitHub, GitLab, Sentry, Vercel, Supabase, Datadog and more, for Claude Code, Cursor and Codex."
canonical: https://mcp1.com/servers/category/engineering
---

# MCP servers for engineering

> Give a coding agent the systems around the code. These servers reach repositories and pull requests, CI pipelines, deploys, databases, feature flags, error tracking and observability, so Claude Code, Cursor or Codex can open the failing build, read the stack trace and check the dashboard without anyone pasting context.

107 servers. The whole catalog: https://mcp1.com/servers

- [GitHub](https://mcp1.com/servers/github): Repositories, issues, pull requests, code search and Actions. Token.
- [Sentry](https://mcp1.com/servers/sentry): Search errors, triage issues and analyze performance. One-click authentication.
- [Vercel](https://mcp1.com/servers/vercel): Projects, deployments, runtime logs and the Vercel docs. One-click authentication.
- [Linear](https://mcp1.com/servers/linear): Find, create and update issues, projects and comments. One-click authentication.
- [Appwrite](https://mcp1.com/servers/appwrite): Manage Appwrite projects, databases, auth, storage and sites. One-click authentication.
- [Atlassian](https://mcp1.com/servers/atlassian): Jira, Confluence and Compass through Atlassian’s Rovo MCP server. One-click authentication.
- [GitLab](https://mcp1.com/servers/gitlab): Projects, issues, merge requests and pipelines on GitLab.com. One-click authentication.
- [GitLab Self-Managed](https://mcp1.com/servers/gitlab-self-managed): Projects, issues, merge requests and pipelines on your own GitLab. One-click authentication.
- [Netlify](https://mcp1.com/servers/netlify): Create, deploy and manage Netlify projects. One-click authentication.
- [Cloudflare](https://mcp1.com/servers/cloudflare): The whole Cloudflare API: Workers, DNS, R2, zones and more. One-click authentication.
- [Supabase](https://mcp1.com/servers/supabase): Manage Postgres projects, run SQL, migrations and edge functions. One-click authentication.
- [Neon](https://mcp1.com/servers/neon): Serverless Postgres: projects, branches, queries and migrations. One-click authentication.
- [Prisma Postgres](https://mcp1.com/servers/prisma): Create and manage Prisma Postgres databases and backups. One-click authentication.
- [Render](https://mcp1.com/servers/render): Deploy and monitor Render services, databases and logs. Token.
- [Railway](https://mcp1.com/servers/railway): Manage Railway projects, services and deployments. One-click authentication.
- [Buildkite](https://mcp1.com/servers/buildkite): Pipelines, builds, jobs and test results on Buildkite. One-click authentication.
- [Postman](https://mcp1.com/servers/postman): Workspaces, collections, API specs, environments and mocks. One-click authentication.
- [Jam](https://mcp1.com/servers/jam): Bug reports with console logs, network requests and video. One-click authentication.
- [Expo](https://mcp1.com/servers/expo): EAS builds, workflows, crashes and the Expo docs. One-click authentication.
- [Upstash](https://mcp1.com/servers/upstash): Upstash Redis, QStash, Vector and Workflow resources. One-click authentication.
- [Datadog](https://mcp1.com/servers/datadog): Logs, metrics, traces, monitors and incidents in Datadog. One-click authentication.
- [Honeycomb](https://mcp1.com/servers/honeycomb): Query telemetry and manage boards, triggers and SLOs. One-click authentication.
- [Axiom](https://mcp1.com/servers/axiom): Query Axiom datasets with APL, plus dashboards and monitors. One-click authentication.
- [New Relic](https://mcp1.com/servers/newrelic): Query observability data and analyze alerts and deploys. One-click authentication.
- [Grafana Cloud](https://mcp1.com/servers/grafana): Dashboards, metrics, logs, traces and incidents in Grafana Cloud. One-click authentication.
- [PagerDuty](https://mcp1.com/servers/pagerduty): Incidents, services, schedules and who is on call. Token.
- [LaunchDarkly](https://mcp1.com/servers/launchdarkly): Feature flags, targeting, AI configs and observability. One-click authentication.
- [Hugging Face](https://mcp1.com/servers/huggingface): Search models, datasets, Spaces and papers on the Hub. Public, key optional.
- [Heroku](https://mcp1.com/servers/heroku): Manage Heroku apps, dynos, add-ons, logs and Postgres. One-click authentication.
- [DigitalOcean](https://mcp1.com/servers/digitalocean): Apps, Droplets, Kubernetes, databases and Spaces in one server. One-click authentication.
- [Northflank](https://mcp1.com/servers/northflank): Deploy services and jobs, manage databases and inspect resources. Token.
- [PlanetScale](https://mcp1.com/servers/planetscale): Databases, branches, schema, queries and Insights on PlanetScale. One-click authentication.
- [CockroachDB Cloud](https://mcp1.com/servers/cockroachdb): List clusters, explore schemas and run SQL on CockroachDB Cloud. One-click authentication.
- [Bitrise](https://mcp1.com/servers/bitrise): Mobile CI/CD: apps, builds, workflows, artifacts and releases. Token.
- [Checkly](https://mcp1.com/servers/checkly): Synthetic checks, monitors, alerts and test results on Checkly. Token.
- [incident.io](https://mcp1.com/servers/incidentio): Incidents, alerts, on-call schedules and follow-ups. One-click authentication.
- [Rootly](https://mcp1.com/servers/rootly): Incidents, alerts, on-call shifts and past resolutions on Rootly. One-click authentication.
- [Better Stack](https://mcp1.com/servers/betterstack): Uptime monitors, incidents, on-call, logs and status pages. One-click authentication.
- [Pydantic Logfire](https://mcp1.com/servers/logfire): Query OpenTelemetry traces, logs and metrics in Logfire. One-click authentication.
- [Algolia](https://mcp1.com/servers/algolia): Read-only search analytics, indices and settings on Algolia. One-click authentication.
- [Clerk](https://mcp1.com/servers/clerk): Clerk SDK snippets plus your apps, users and organizations. One-click authentication.
- [WorkOS](https://mcp1.com/servers/workos): Manage your WorkOS workspace: users, orgs, SSO and directories. One-click authentication.
- [Cloudinary](https://mcp1.com/servers/cloudinary): Upload, search, tag and transform images and video on Cloudinary. One-click authentication.
- [Mux](https://mcp1.com/servers/mux): Video assets, live streams and playback data on Mux. One-click authentication.
- [Pulumi](https://mcp1.com/servers/pulumi): Search stacks and resources in Pulumi Cloud and hand off to Neo. One-click authentication.
- [Kong Konnect](https://mcp1.com/servers/kong): Gateways, services, routes, plugins and Dev Portals on Konnect. Token.
- [Port](https://mcp1.com/servers/port): Query your Port catalog, scorecards and run self-service actions. One-click authentication.
- [Mapbox](https://mcp1.com/servers/mapbox): Geocoding, directions, isochrones and static maps from Mapbox. One-click authentication.
- [Knock](https://mcp1.com/servers/knock): Notification workflows, templates, channels and messages on Knock. One-click authentication.
- [Courier](https://mcp1.com/servers/courier): Send notifications and manage templates, lists and profiles. Token.
- [ngrok](https://mcp1.com/servers/ngrok): Manage ngrok endpoints, domains, traffic policies and credentials. Token.
- [Replicate](https://mcp1.com/servers/replicate): Search, run and compare AI models on Replicate. One-click authentication.
- [Firecrawl](https://mcp1.com/servers/firecrawl): Scrape, crawl, map and search the web as clean markdown. One-click authentication.
- [Weights & Biases](https://mcp1.com/servers/wandb): Query W&B runs, metrics, Weave traces and reports. Token.
- [W&B Dedicated](https://mcp1.com/servers/wandb-dedicated): Runs, metrics, Weave traces and reports on your own W&B instance. Token.
- [Vapi](https://mcp1.com/servers/vapi): Build and manage voice agents, calls, phone numbers and tools. Token.
- [ElevenLabs](https://mcp1.com/servers/elevenlabs): Build, test and deploy voice agents, and turn text into speech. One-click authentication.
- [DevCycle](https://mcp1.com/servers/devcycle): Create, target and clean up feature flags on DevCycle. One-click authentication.
- [GrowthBook](https://mcp1.com/servers/growthbook): Feature flags, experiments and metrics on GrowthBook Cloud. One-click authentication.
- [Shortcut](https://mcp1.com/servers/shortcut): Find, create and update stories, epics and docs in Shortcut. One-click authentication.
- [Devin](https://mcp1.com/servers/devin): Start and steer Devin sessions and ask about your repos. Token.
- [MongoDB Atlas](https://mcp1.com/servers/mongodb-atlas): Clusters, databases, collections and queries in MongoDB Atlas. One-click authentication.
- [CircleCI](https://mcp1.com/servers/circleci): Pipelines, workflows, jobs, build logs and test results in CircleCI. One-click authentication.
- [Harness](https://mcp1.com/servers/harness): Pipelines, executions, services and environments across the Harness platform. One-click authentication.
- [Replit](https://mcp1.com/servers/replit): Build, update and publish Replit apps from a prompt. One-click authentication.
- [Lovable](https://mcp1.com/servers/lovable): Lovable projects, the project agent, code, databases and analytics. One-click authentication.
- [v0](https://mcp1.com/servers/v0): v0 chats, generated files, previews and deployments. One-click authentication.
- [Swagger](https://mcp1.com/servers/swagger): API definitions, domains and governance checks in Swagger Studio. One-click authentication.
- [Fly.io](https://mcp1.com/servers/fly): Apps, Machines, volumes, secrets and Sprites on Fly.io. One-click authentication.
- [AWS](https://mcp1.com/servers/aws-mcp): Call AWS APIs across services, plus AWS docs and regional availability. One-click authentication.
- [Coralogix](https://mcp1.com/servers/coralogix): Logs, metrics, traces and alerts in Coralogix. One-click authentication.
- [Honeybadger](https://mcp1.com/servers/honeybadger): Errors, occurrences, Insights queries, dashboards and alarms in Honeybadger. One-click authentication.
- [Steadybit](https://mcp1.com/servers/steadybit): Chaos experiments, targets, executions and reliability advice in Steadybit. One-click authentication.
- [Unblocked](https://mcp1.com/servers/unblocked): Answers with citations from your code, docs, tickets and chat. One-click authentication.
- [Quicknode](https://mcp1.com/servers/quicknode): Quicknode endpoints, usage and security rules, plus onchain RPC calls. One-click authentication.
- [Alchemy](https://mcp1.com/servers/alchemy): Alchemy apps, onchain RPC, NFT, token price and portfolio data across 100+ networks. One-click authentication.
- [Mastercard Developers](https://mcp1.com/servers/mastercard-developers): Mastercard API services, specs and integration guides. Public.
- [DeepWiki](https://mcp1.com/servers/deepwiki): Ask questions about any public GitHub repository. Public.
- [Context7](https://mcp1.com/servers/context7): Up-to-date, version-specific library docs and code examples. Public, key optional.
- [Statsig](https://mcp1.com/servers/statsig): Feature gates, experiments, dynamic configs and metrics. One-click authentication.
- [Twilio Docs](https://mcp1.com/servers/twilio-docs): Twilio API specs plus Twilio, SendGrid and Segment docs. Public.
- [Prefect](https://mcp1.com/servers/prefect): Deployments, flow runs, logs, work pools and automations in Prefect Cloud. One-click authentication.
- [Dagster+](https://mcp1.com/servers/dagster): Runs, run logs, assets, deployments and alert policies in Dagster+. One-click authentication.
- [MDN](https://mcp1.com/servers/mdn): MDN Web Docs pages and browser compatibility data. Public.
- [Mintlify](https://mcp1.com/servers/mintlify): Edit Mintlify docs pages, navigation and settings, and open pull requests. One-click authentication.
- [Etherscan](https://mcp1.com/servers/etherscan): Balances, transactions, token transfers and contracts on Ethereum and other EVM chains. Public.
- [Figma](https://mcp1.com/servers/figma): Design context, screenshots and FigJam diagrams from Figma files. One-click authentication.
- [Mermaid Chart](https://mcp1.com/servers/mermaid): Validate, render and save Mermaid diagrams. One-click authentication.
- [PostHog](https://mcp1.com/servers/posthog): Product analytics, errors, feature flags and experiments. One-click authentication.
- [ClickHouse Cloud](https://mcp1.com/servers/clickhouse): Query ClickHouse Cloud services and check backups and ClickPipes. One-click authentication.
- [Tinybird](https://mcp1.com/servers/tinybird): Query Tinybird data sources, endpoints and pipes in plain language. Token.
- [Plotly Cloud](https://mcp1.com/servers/plotly-cloud): Build, publish and run Dash apps on Plotly Cloud, and search the Dash docs. One-click authentication.
- [DevRev](https://mcp1.com/servers/devrev): Issues, tickets, enhancements, customers and knowledge in DevRev. One-click authentication.
- [Sanity](https://mcp1.com/servers/sanity): Query, edit and publish Sanity content and schemas. One-click authentication.
- [Resend](https://mcp1.com/servers/resend): Send email and manage domains, contacts and broadcasts. One-click authentication.
- [Plaid](https://mcp1.com/servers/plaid): Diagnose Items and analyze Link conversion and API usage. One-click authentication.
- [RevenueCat](https://mcp1.com/servers/revenuecat): In-app products, entitlements, offerings and paywalls. One-click authentication.
- [Checkout.com](https://mcp1.com/servers/checkout-com): Checkout.com docs, API reference and payment lookups. One-click authentication.
- [Semgrep](https://mcp1.com/servers/semgrep): Scan code for security vulnerabilities with Semgrep rules. One-click authentication.
- [Socket](https://mcp1.com/servers/socket): Security scores and supply chain risk for open source packages. Public.
- [Stytch](https://mcp1.com/servers/stytch): Manage Stytch projects, redirect URLs and email templates. One-click authentication.
- [Sonatype Guide](https://mcp1.com/servers/sonatype): Vulnerabilities, safe versions and licenses for open source packages. Token.
- [GitMCP](https://mcp1.com/servers/gitmcp): Docs and code for any public GitHub project. Public.
- [AWS Knowledge](https://mcp1.com/servers/aws-knowledge): AWS documentation, API references and regional availability. Public.
- [Ref](https://mcp1.com/servers/ref): Token-efficient search across technical docs. One-click authentication.
- [LiveKit Docs](https://mcp1.com/servers/livekit): Search LiveKit docs, code examples, changelogs and pricing. Public.
- [OpenAI Docs](https://mcp1.com/servers/openai-docs): Search and read the OpenAI developer documentation. Public.