749 developer tools MCP servers, most popular first. Every listing shows its security level and install command.
| Name | Popularity | Security |
|---|---|---|
| mcp-git-ingest Read and analyze GitHub repositories. | 314 ★ | Low risk |
| mcp-claude-code Implements Claude Code-like capabilities for code understanding, modification and project analysis. | 305 ★ | Low risk |
| FileScopeMCP Identifies important files in a codebase from dependency relationships, with diagrams and importance scores. | 302 ★ | Low risk |
| capsule Run untrusted Python/JavaScript code in WebAssembly sandboxes. | 298 ★ | Review before installing |
| rust-docs-mcp-server Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization. | 298 ★ | Low risk |
| contracts-wizard Generate secure smart contracts in multiple languages from OpenZeppelin Wizard templates. | 295 ★ | Low risk |
| kolibri Accessible KoliBri web component samples, specs, docs and scenarios. | 287 ★ | Low risk |
| MaxMSP-MCP-Server Coding agent for Max (Max/MSP/Jitter), the visual programming language for music and multimedia. | 281 ★ | Low risk |
| vexor Semantic file and code search by description, with local indexes, AST-aware chunking, optional reranking and A | 244 ★ | Low risk |
| Figma-Flutter-MCP Gives coding agents Figma data to write Flutter code, including asset exports, widgets and full-screen impleme | 242 ★ | Low risk |
| mindmap-mcp-server Generate interactive mind maps. | 240 ★ | Low risk |
| mcp-server-commands Run arbitrary commands and scripts. | 235 ★ | Review before installing |
| gograph AST-aware repository graph for Go codebases: struct embeds, public API surfaces, SQL queries and error mapping | 229 ★ | Low risk |
| opik-mcp Use natural language to explore LLM observability, traces, and monitoring data captured by Opik. | 223 ★ | Low risk |
| BifrostMCP Connect to the VS Code IDE and use semantic tools like find usages. | 223 ★ | Low risk |
| RepoMapper Dynamic map of chat-related repository files with their function prototypes and related files, ranked by relev | 217 ★ | Low risk |
| claude-mermaid Render Mermaid diagrams with live reload, themes and SVG, PNG or PDF export. | 217 ★ | Low risk |
| mcp-text-editor Line-oriented text file editor with partial file access to minimize token usage. | 202 ★ | Low risk |
| mcp-shell-server Secure shell command execution. | 201 ★ | Review before installing |
| openapi-mcp Access any API through its existing OpenAPI documentation. | 198 ★ | Review before installing |
| trace-mcp Framework-aware code intelligence via a cross-language dependency graph: routes, ORM relations, DI trees, impa | 193 ★ | Low risk |
| claude-prompts-mcp Reusable prompt templates with multi-step chains, quality gates and reasoning frameworks, exportable as native | 189 ★ | Low risk |
| openclaw-mcp Delegate tasks to OpenClaw AI assistant agents with sync and async tools. | 187 ★ | Review before installing |
| dash-mcp-server Search documentation sets in Dash, the macOS API documentation browser. | 186 ★ | Low risk |
| code-assistant Coding agent with basic tools for listing, reading, editing and writing files, running commands and web search | 183 ★ | Review before installing |
| mcp-rubber-duck Bridge to multiple OpenAI-compatible LLMs for rubber duck debugging: explain a problem to several AI ducks and | 180 ★ | Review before installing |
| mcp-server-apache-airflow Connect to Apache Airflow. | 179 ★ | Low risk |
| cli-mcp-server Command-line execution with customizable security policies. | 177 ★ | Review before installing |
| mcp-server-langfuse Access and manage LLM application prompts created with Langfuse Prompt Management. | 176 ★ | Low risk |
| ai-distiller Extracts essential code structure from large codebases into an AI-digestible format so agents write code that | 172 ★ | Low risk |
| hub-mcp Interact with Docker Hub: repositories, search and Docker Hardened Images. | 169 ★ | Low risk |
| mcp-server-atlassian-bitbucket Atlassian Bitbucket Cloud: work with repositories, pull requests, workspaces and code. | 163 ★ | Low risk |
| agent-lsp Stateful layer over real language servers: persistent sessions keep indexes warm, and speculative execution si | 163 ★ | Low risk |
| node-code-sandbox-mcp Run JavaScript snippets in isolated Docker sandboxes with on-the-fly npm dependency installation and clean tea | 158 ★ | Review before installing |
| postman-mcp-server Interact with the Postman API. | 158 ★ | Review before installing |
| website-downloader Download entire websites using wget, preserving their structure and converting links to work locally. | 157 ★ | Low risk |
| leetcode-mcp-server Access LeetCode problems, solutions, submissions and public data, with optional login for user features such a | 154 ★ | Review before installing |
| mockd Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE and SOAP APIs with chaos engineering, stateful CRUD, spec impor | 150 ★ | Low risk |
| mcp-observatory Regression testing for MCP servers: discovers configured servers, checks capabilities, invokes tools, detects | 142 ★ | Low risk |
| owlex AI council: query CLI agents (Claude Code, Codex, Gemini and OpenCode) in parallel with deliberation rounds. | 140 ★ | Low risk |
| eval-view Regression testing for AI agents: save golden baselines, detect behavioral drift and block regressions in CI. | 139 ★ | Low risk |
| augments-mcp-server Up-to-date framework documentation for React, Next.js, Laravel, FastAPI, Tailwind CSS and more. | 127 ★ | Low risk |
| codex-control-plane-mcp Control plane for long-running Codex Desktop tasks: submit asynchronously, poll state, approve Plan Mode, reco | 125 ★ | Review before installing |
| GoSQLX SQL validation, formatting, parsing, linting, security scanning and metadata extraction across multiple SQL di | 120 ★ | Low risk |
| sourcerer-mcp Semantic code search and navigation that reduces token waste. | 119 ★ | Low risk |
| llm-router Subscription-aware LLM router for Claude Code: routes tasks to providers like OpenAI, Gemini, Groq and Ollama | 118 ★ | Low risk |
| lldb-mcp LLDB integration for binary and core file analysis, debugging and disassembly. | 114 ★ | Low risk |
| jetbrains-debugger-mcp-plugin JetBrains IDE plugin giving coding agents programmatic control of the debugger. | 111 ★ | Low risk |
| CodeMCP Code intelligence via SCIP indexing for Go, TypeScript, Python, Rust and Java: semantic search, impact analysi | 110 ★ | Low risk |
| mcp-shell Run shell commands securely, auditably and on demand in isolated environments such as Docker. | 108 ★ | Review before installing |
| mcp-gopls Go code analysis via gopls, the Go language server. | 104 ★ | Low risk |
| hyperiux-components Browse and search Hyperiux Vault React/Next.js animation and interaction effects, with dependencies, changelog | 94 ★ | Low risk |
| repo-graph Structural codebase graph: scans entities, relationships and feature flows across languages so LLMs navigate b | 94 ★ | Low risk |
| gitlab-mr-mcp Interact with issues and merge requests in your GitLab projects. | 94 ★ | Low risk |
| mcp-server-circleci Fix CircleCI build failures. | 93 ★ | Low risk |
| a11ymcp Test URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core, including color contrast, ARIA validation a | 93 ★ | Low risk |
| mcp_server_ros_2 ROS 2 integration for AI-driven robotics applications and services. | 93 ★ | Low risk |
| PhpCodeArcheology PHP static analysis: code quality metrics, problem detection, refactoring priorities, dependency graphs, git h | 92 ★ | Low risk |
| jvm-mcp-server JVM-based MCP server implementation. | 91 ★ | Low risk |
| mindpilot-mcp Visualize code, architecture and other concepts as Mermaid diagrams in a locally hosted web app. | 90 ★ | Low risk |
| mcp-openapi Discover and explain OpenAPI specifications and generate code or mock data from them. | 90 ★ | Low risk |
| pyATS_MCP Structured, model-driven interaction with network devices via Cisco pyATS. | 89 ★ | Low risk |
| code-to-tree Convert source code into an AST, regardless of language. | 88 ★ | Low risk |
| multi-ai-advisor-mcp Query multiple Ollama models and combine their responses for diverse perspectives on a single question. | 88 ★ | Low risk |
| unitree-go2-mcp-server Control the Unitree Go2 robot with natural language commands interpreted by an LLM. | 86 ★ | Low risk |
| gin-mcp Zero-configuration Go library that exposes existing Gin web framework APIs as MCP tools. | 85 ★ | Low risk |
| xcodebuild Build iOS Xcode workspaces or projects and feed errors back to the LLM. | 85 ★ | Low risk |
| mcp-server-multiverse Middleware that runs multiple isolated instances of the same MCP servers side by side with unique namespaces a | 82 ★ | Low risk |
| auto-mobile Android automation tool suite for developer workflows and testing. | 80 ★ | Low risk |
| vscode-tailwindshades Tailwind CSS palettes (50–950) from any color for Tailwind v4, v3, v2 and v1, computed in OKLCH, plus the clos | 78 ★ | Review before installing |
| altium-designer-mcp Build and maintain Altium Designer component libraries: read and write .PcbLib footprints and .SchLib symbols, | 78 ★ | Low risk |
| asc-mcp Manage App Store Connect apps, builds, TestFlight, subscriptions, reviews and more via its API. | 78 ★ | Low risk |
| mcp-server-atlassian-jira Atlassian Jira Cloud: work with projects, issues, comments and related development information. | 77 ★ | Low risk |
| mcp-swagger-server Converts OpenAPI/Swagger specifications to MCP format so AI assistants can call REST APIs. | 77 ★ | Low risk |
| mcp-openapi-schema-explorer Token-efficient access to OpenAPI/Swagger specs via MCP Resources. | 76 ★ | Low risk |
| jmeter-mcp-server Performance testing with JMeter. | 74 ★ | Low risk |
| memcord Organize and search chat history with AI-generated summaries and secure memory. | 74 ★ | Low risk |
| nvim-mcp Interact with Neovim. | 73 ★ | Low risk |
| mdma Exposes the MDMA spec (interactive Markdown applications with mounted components), authoring prompts, package | 71 ★ | Low risk |
| mcp-design-system-extractor Extract component information from Storybook design systems: HTML, styles, props, dependencies, theme tokens a | 70 ★ | Low risk |
| forgejo-mcp Manage your repositories on a Forgejo or Gitea server. | 70 ★ | Review before installing |
| aicanvas Search and fetch animated, shadcn-compatible React components, design systems and templates, with install comm | 68 ★ | Low risk |
| android-mcp-server Android device control via ADB: screenshots, UI tree inspection, touch automation, logcat and compound actions | 68 ★ | Low risk |
| kin Graph-native code repository that shows what a code change might affect before you make it. | 68 ★ | Low risk |
| hop SSH connection manager with a TUI dashboard for discovering, searching and running commands on remote hosts. | 65 ★ | Review before installing |
| codebase-context Shows agents which patterns a codebase actually uses, which files a change will affect and when there is too l | 65 ★ | Low risk |
| roslyn-codelens-mcp Roslyn-based .NET code intelligence: type hierarchies, call graphs, DI registrations, diagnostics, code fixes | 65 ★ | Low risk |
| nvim-mcp Control Neovim instances via msgpack-RPC: read and edit buffers, run commands, send keys, query LSP diagnostic | 65 ★ | Low risk |
| globalping-mcp-server Run ping, traceroute, mtr, HTTP and DNS measurements from locations around the world via Globalping. | 64 ★ | Review before installing |
| mcp-codebase-index Structural codebase indexer for querying functions, classes, imports, dependency graphs and change impact. | 63 ★ | Low risk |
| mcp-server-atlassian-confluence Atlassian Confluence Cloud: work with spaces, pages and content, with automatic ADF-to-Markdown conversion. | 62 ★ | Review before installing |
| spreadsheet-mcp Token-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula | 62 ★ | Low risk |
| mcp-js JavaScript sandbox that uses V8 isolation to run AI-generated code locally, with heap snapshotting for persist | 61 ★ | Review before installing |
| icon-composer-mcp Apple Icon Composer: create .icon bundles with Liquid Glass effects (iOS 26+), tune glass effects, set dark mo | 61 ★ | Low risk |
| kranz Local service orchestrator with a stdio MCP server for inspecting and controlling development services, logs, | 61 ★ | Low risk |
| just-mcp Justfile integration: run CLI or script commands with parameters and environment variable support. | 61 ★ | Low risk |
| arch-mcp Search the Arch Wiki and AUR, get package info, check for updates, install packages and analyze PKGBUILDs, fro | 60 ★ | Review before installing |
| agy-bridge Delegate tasks to the Antigravity CLI (Gemini): file analysis, repo archaeology, web lookups and second-opinio | 59 ★ | Low risk |
| react-analyzer-mcp Analyze React code locally and generate docs or llm.txt for a whole project at once. | 58 ★ | Low risk |
| srclight Code indexing with SQLite FTS5, tree-sitter and embeddings for symbol search, call graphs, git intelligence an | 57 ★ | Low risk |