47 MCP servers for dev tools
Developer tools MCP servers extend your AI with capabilities for building, testing, debugging, and monitoring software. From Git operations and Docker management to CI/CD pipelines and error tracking, these servers integrate directly with the tools you already use in your development workflow.
The dev tools category is the largest in the directory, covering everything from code quality tools like ESLint and SonarQube, to monitoring platforms like Datadog and Grafana, to design tools like Figma and Blender. There are servers for game development (Godot, Unity), mobile development (Xcode, iOS Simulator), and API testing (Postman, OpenAPI).
These servers are most useful when your AI needs to interact with your development environment beyond just reading and writing code. Run tests, check CI status, inspect error reports in Sentry, generate charts from data, or manage Docker containers without leaving your conversation.
by Anthropic
Tools to read, search, and manipulate Git repositories. Browse commits, diffs, branches, and file history through natural language.
npx -y @modelcontextprotocol/server-gitby Anthropic
Reference test server that exercises all MCP protocol features. Includes prompts, resources, tools, and sampling for testing clients.
npx -y @modelcontextprotocol/server-everythingby Anthropic
Retrieve and analyze error reports from Sentry. Search issues, view stack traces, and monitor application health.
npx -y @modelcontextprotocol/server-sentryby Upstash
Fetch up-to-date documentation for any library or framework. Get accurate API references and code examples on demand.
npx -y @upstash/context7-mcpby ahujasid
Control Blender 3D through AI. Create meshes, set up materials, animate objects, and render scenes with natural language.
pip install blender-mcpby GLips
Extract design data from Figma files. Read components, styles, layouts, and design tokens for AI-powered design-to-code workflows.
npx -y figma-developer-mcpby LaurieWired
Reverse engineering with Ghidra through AI. Analyze binaries, decompile functions, and explore program structures.
pip install ghidramcpby Shopify
Official Shopify developer tools for building storefronts and apps. Access Liquid docs, Storefront API, and theme development resources.
npx -y @shopify/dev-mcpby anaisbetts
Install and manage other MCP servers. A meta-tool that bootstraps MCP server setup directly from AI conversations.
npx -y @anthropic/mcp-installerby Sentry
Official Sentry MCP server. Search issues, view error details, manage releases, and monitor application performance.
npx -y @sentry/mcp-serverby ckreiling
Manage Docker containers, images, volumes, and networks. Build, run, and inspect containers through AI.
npx -y docker-mcpby Tiberriver256
Manage Azure DevOps projects, repos, work items, and pipelines. Full integration with Azure Boards and Repos.
npx -y mcp-server-azure-devopsby adhikasp
Ingest entire Git repositories for AI context. Clone, parse, and feed repo contents into AI conversations efficiently.
pip install mcp-git-ingestby Grafana
Interact with Grafana for dashboards, alerting, and data visualization. Query Prometheus, Loki, and other data sources.
npx -y mcp-server-grafanaby ShenghaiWang
Build, test, and manage Xcode projects through AI. Run xcodebuild commands, inspect schemes, and debug iOS/macOS apps.
npx -y xcodebuild-mcpby Coding-Solo
Control the Godot game engine through AI. Create scenes, add nodes, write GDScript, and manage game projects.
npx -y godot-mcpby AntV
Generate charts and data visualizations from datasets. Create bar, line, pie, scatter plots and export as images or SVG.
npx -y mcp-server-chartby ReAPI
Convert any OpenAPI spec into MCP tools automatically. Turn REST APIs into AI-callable functions with zero code.
npx -y mcp-openapiby IvanMurzak
Interact with Unity game engine projects. Create GameObjects, modify scenes, write C# scripts, and control the editor.
npx -y unity-mcpby Kapeli
Search Dash documentation browser. Look up API docs for 200+ languages and frameworks from your local Dash docsets.
npx -y dash-mcp-serverby BrowserStack
BrowserStack cross-browser testing integration. Run tests on real devices, check screenshots, and manage test sessions.
npx -y @browserstack/mcp-serverby HumanSignal
Interact with Label Studio for data annotation. Manage projects, create tasks, export annotations, and review labeled data.
pip install label-studio-mcp-serverby nicepkg
Access Postman collections and APIs. Run requests, test endpoints, and manage API workspaces.
npx -y postman-mcp-serverby ambar
Control iOS Simulator on macOS. Launch simulators, install apps, take screenshots, and manage simulated devices.
npx -y simctl-mcpby CircleCI
Interact with CircleCI pipelines, jobs, and workflows. Trigger builds, check status, and debug CI failures.
npx -y mcp-server-circleciby MikeRecognex
Index and search large codebases with semantic understanding. Find relevant code across repos using natural language queries.
npx -y mcp-codebase-indexby Pydantic
Retrieve and analyze OpenTelemetry traces from Pydantic Logfire. Track exceptions, run SQL queries on telemetry data.
pip install logfire-mcpby winor30
Interact with Datadog API for monitoring. Query metrics, manage dashboards, view incidents, and analyze logs.
npx -y @winor30/mcp-server-datadogby MindscapeHQ
Access Raygun error tracking and crash reporting. Search errors, inspect stack traces, and monitor application health.
npx -y mcp-server-raygunby nicepkg
Run ESLint analysis on code. Detect issues, apply fixes, and enforce coding standards through AI-powered linting.
npx -y eslint-mcpby OctoMind
AI-powered end-to-end testing with Octomind. Auto-generate, run, and maintain browser tests for web applications.
npx -y octomind-mcpby QAInsights
Run Apache JMeter load tests through AI. Create test plans, execute performance tests, and analyze results.
npx -y jmeter-mcp-serverby Rootly
Manage incidents with Rootly. Create and update incidents, run workflows, and coordinate incident response through AI.
pip install rootly-mcp-serverby IlyaGulya
Interact with Gradle build systems. Run tasks, inspect dependencies, and manage Java/Kotlin project builds.
npx -y gradle-mcp-serverby VictoriaMetrics
Query VictoriaMetrics time-series databases. Run PromQL/MetricsQL queries, explore metrics, and analyze monitoring data.
pip install mcp-victoriametricsby Daghis
Manage JetBrains TeamCity builds and configurations. Trigger builds, inspect agents, and monitor CI pipelines.
npx -y teamcity-mcpby QAInsights
Run Grafana k6 load tests and performance benchmarks. Create test scripts, execute runs, and analyze metrics.
npx -y k6-mcp-serverby CodeLogic
Visualize code dependencies and impact analysis with CodeLogic. Map how code changes ripple through your application stack.
npx -y codelogic-mcp-serverby ArchAI-Labs
Pull code quality metrics from SonarQube. Check code smells, vulnerabilities, coverage, and technical debt.
pip install fastmcp-sonarqube-metricsby automateyournetwork
Cisco pyATS integration for structured, model-driven interaction with network devices. Run tests, parse device output, and automate network operations through AI.
npx -y @automateyournetwork/pyats-mcpby maxim-saplin
Sandboxed Python interpreter for safely executing code from AI agents. Based on HuggingFace Smolagents LocalPythonExecutor with restricted builtins and import controls.
npx -y @maxim-saplin/mcp-safe-local-python-executorby sonirico
Run shell commands securely from AI assistants with audit logging and environment isolation. Supports Docker-based sandboxing for safe on-demand command execution.
npx -y @sonirico/mcp-shellby tumf
Secure shell command execution server with allowlist-based access controls. Restricts which commands AI agents can run while providing structured output.
npx -y @tumf/mcp-shell-serverby OpenZeppelin
Generate secure smart contracts in multiple languages using OpenZeppelin Wizard templates. Lets AI agents scaffold audited Solidity, Cairo, and Stylus contracts.
npx -y @openzeppelin/contracts-wizard-mcpby TamarEngel
Integrates Jira and GitHub to automate end-to-end developer workflows. Handles issue tracking, branch creation, commits, pull requests, and merges from inside the IDE.
npx -y @tamarengel/jira-github-mcpby traceloop
Connect to any OpenTelemetry backend including Datadog, Grafana, Dynatrace, and Traceloop. Query traces, metrics, and logs from your observability stack through AI.
npx -y @traceloop/opentelemetry-mcp-serverby last9
Bring real-time production context into your local environment. Surface logs, metrics, and traces from Last9 to help AI assistants diagnose and auto-fix issues faster.
npx -y @last9/last9-mcp-server