Development Tools

Inject up-to-date library documentation and code examples directly into any Cursor or MCP prompt.

Run code safely in E2B cloud sandboxes with full execution environment support.

Extract design tokens, components, and inspect Figma frames via AI-powered MCP tools.

Read Git repository history, diffs, branches, commits, and file contents directly from local or remote repos via MCP.

Access GitHub issues, pull requests, and repository metadata through MCP.

GitHub's official MCP server for managing repos, issues, PRs, and CI workflows via natural language.

Official GitHub MCP server for reading repositories, issues, PRs, code search, and user data through GitHub APIs.

Read and write secrets, manage policies, and configure auth methods in HashiCorp Vault.

Expose any REST API as MCP tools by pointing at an OpenAPI / Swagger spec.

Generate and publish Allure test reports from any test framework output.

Sync and inspect Argo CD applications and rollout health via the Argo CD REST API.

Automation-oriented MCP server for executing repeatable agent workflows.

Automate Terraform plan and apply via pull requests with Atlantis GitOps workflows.

Fetch, convert, and search AWS documentation with related content recommendations.

The official MCP server for Azure DevOps to manage pipelines, repos, and work items.

Browse the software catalog, TechDocs, and scaffolder templates in your Backstage developer portal.

Build and test Bazel targets across monorepos with remote execution support.

Read Bitbucket repositories, pull requests, pipelines, and workspace data from your AI assistant.

Build, lint, and generate code from Protocol Buffer schemas using the Buf CLI.

Manage Buildkite pipelines and builds from your AI assistant.

Build, test, and manage Rust crates using Cargo via MCP tool calls.

Enable AI agents to inspect and fix build failures directly from CircleCI pipelines.

Execute code in isolated sandboxes — Python, JavaScript, bash — and return output results via MCP.

Monitor Codefresh GitOps pipelines, Argo workflows, and deployment status via MCP.

Create and manage CodeSandbox environments, fork templates, and run code previews from your AI assistant.

Manage cloud infrastructure as Kubernetes objects using Crossplane providers and compositions.

Connect MCP servers to Cursor IDE for AI-powered code context and tool use.

Run Cypress end-to-end tests, inspect test recordings, and control the Test Runner via MCP.

Build and run containerized CI/CD pipelines as code using the Dagger engine.

Run dbt commands, explore models, view documentation, and query lineage graphs from your AI assistant.

Create, start, and manage VS Code Dev Containers for reproducible development environments.

Manage Docker containers, images, volumes, and networks via AI-assisted commands.

Build, preview, and deploy Docusaurus documentation sites via the CLI and API.

Run Python code securely in E2B cloud sandboxes — execute snippets, install packages, and return outputs via MCP.

Run secure cloud sandboxes and code execution tasks through MCP.

Run containerized builds consistently across local and CI environments with Earthly.

A comprehensive reference server demonstrating broad MCP tool coverage.

Test and demo MCP server with all resource types — useful for developing and testing MCP clients.

Build, submit, and update Expo React Native apps using EAS CLI and Expo APIs.

Run repository-aware Git actions from an MCP client with explicit tool boundaries.

Trigger and inspect GitHub Actions workflows, runs, and logs via AI.

Interact with GitLab repositories, merge requests, issues, CI pipelines, and project data via MCP.

Run Gradle tasks, inspect build graphs, and manage Java/Kotlin project builds.

Introspect and query GraphQL APIs, browse schemas, and execute operations programmatically.

Create and manage feature flags and experiments on the GrowthBook platform.

Access GrowthBook feature flags and A/B test results via MCP for AI-assisted experimentation analysis.

Interact with gRPC services via reflection or protobuf definitions through a natural-language interface.

Access Harness platform data including pipelines, repositories, logs, and artifact registries.

Interact with Harness CI/CD pipelines, deployments, feature flags, and cost management via MCP.

Service discovery, health checking, and key/value storage via HashiCorp Consul.

Install, upgrade, and manage Kubernetes Helm charts and releases via the Helm SDK.

Install, upgrade, and manage macOS/Linux packages through the Homebrew package manager.

Access Insomnia API collections, run requests, and manage workspaces from your AI assistant via MCP.

Query Jenkins build status, trigger jobs, view logs, and manage pipeline configurations via MCP.

Run Jest test suites, watch test files, and parse coverage reports via MCP.

Work on your code with JetBrains IDEs using AI-powered MCP integration.

Manage artifacts, repositories, and build metadata across JFrog Artifactory.

Search, create, and update Jira issues, projects, and sprints directly from your AI assistant workflow.

Run k6 load tests, parse performance results, and generate HTML reports via MCP.

Customize Kubernetes manifests without templating using Kustomize's overlay system.

Git hooks manager for running tests, linters, and formatters on commit/push.

Run automated Lighthouse audits for performance, accessibility, SEO, and best practices.

Create, update, and query Linear issues, projects, teams, and cycles with full GraphQL API support via MCP.

Manage Linear issues, projects, and cycles directly from your AI assistant.

Official Linear MCP server — create, update, and search issues, projects, and cycles with type-safe Linear API access.

Track, version, and deploy database schema changes with Liquibase migrations.

Create and deploy beautiful developer documentation with Mintlify's docs platform.

Intercept and mock API requests in browser and Node.js environments with MSW.

Mock REST APIs locally with Mockoon — define routes, responses, and middleware.

Task runner and monorepo management tool for Node.js, Rust, and Deno projects.

Reproducible builds and declarative system configuration via the Nix package manager.

Search and retrieve package info, versions, and download stats from the NPM registry.

Build, test, and generate code in Nx monorepos with smart task execution and caching.

Trigger and monitor deployments across environments with Octopus Deploy's release management.

Parse OpenAPI/Swagger specs and generate type-safe client SDKs, mock servers, and API docs via MCP.

Visual regression testing with pixel-perfect screenshot comparisons via Percy.

Manage Python Poetry projects: add/remove deps, run scripts, and inspect lock files.

Access Postman collections, run API tests, manage environments, and query monitor results from your AI assistant.

Manage and run pre-commit hooks for code quality gates across any language.

Search, fetch metadata, and browse Python packages from the Python Package Index.

Manage API documentation, guides, and changelogs on ReadMe's developer hub.

Automate dependency updates across repositories with Renovate's intelligent update engine.

Create, edit, and run Replit projects — access files, run code, and manage deployments from your AI assistant.

Run Semgrep static analysis rules on code for security and code quality findings.

Scan dependencies and containers for vulnerabilities using Snyk's security platform.

Query SonarQube projects, issues, code smells, and quality gates via the Web API.

Manage encrypted secrets files with Mozilla SOPS for secure configuration handling.

Search and navigate large codebases with Sourcegraph's universal code search.

Manage Split feature flags, experiments, and rollout percentages via MCP for AI-assisted feature delivery.

Open and edit StackBlitz projects, run Node.js in the browser, and manage WebContainers via MCP.

Query Statsig feature gates, experiment results, and metrics from your AI assistant for data-driven product decisions.

Interact with Storybook stories, inspect component args, and snapshot UI via the Storybook API.

Import, validate, and execute REST APIs defined by OpenAPI / Swagger specifications.

Build and bundle cross-platform desktop apps using Tauri's Rust + WebView framework.

Speed up microservice development with live updates, local Kubernetes, and smart rebuilds via Tilt.

Get current time in any timezone, convert between timezones, and calculate time differences via MCP.

Run, manage, and cache linters, formatters, and code quality tools with Trunk.

Manage and run Turborepo pipelines in monorepos with caching and task orchestration.

Run Vitest tests with Vite-native speed and inspect test results over MCP.

Use MCP servers directly inside VS Code with Copilot and GitHub AI features.

Manage JavaScript packages, workspaces, and scripts with Yarn's fast package manager.

Integrate AI features into the Zed high-performance code editor via MCP protocol.