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422 MCP servers and agent skills in the Developer Tools category, ranked by quality score.

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248 results (<1ms) · data updated 2026-08-14

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DeusData/codebase-memory-mcp A MCP Server Active

DeusData/codebase-memory-mcp

Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp`

★ 38.8k C Updated today Score 90 Developer Tools

GLips/Figma-Context-MCP A MCP Server Active

GLips/Figma-Context-MCP

Provide coding agents direct access to Figma data to help them one-shot design implementation.

★ 15.6k TypeScript Updated 6d ago Score 90 Developer Tools

mobile-next/mobile-mcp A MCP Server Active

mobile-next/mobile-mcp

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

★ 5.9k TypeScript Updated 4d ago Score 88 Developer Tools

callstackincubator/agent-device A MCP Server Active

callstackincubator/agent-device

Discovery router for the agent-device CLI. Exposes status, install guidance, version-matched help, prompts, and resources for iOS, Android, tvOS, macOS, and Linux automation workflows.

★ 4.1k TypeScript Updated today Score 86 Developer Tools

BetterDB-inc/monitor A MCP Server Active

BetterDB-inc/monitor

Valkey-first observability with Redis compatibility. Query real-time metrics, analyze slow commands, detect hot keys, and investigate performance issues directly from AI coding assistants.

★ 1.2k TypeScript Updated today Score 81 Developer Tools

bgauryy/octocode-mcp A MCP Server Active

bgauryy/octocode-mcp

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

★ 908 TypeScript Updated yesterday Score 80 Developer Tools

get-tmonier/argot B MCP Server Official Active

get-tmonier/argot

Guardrail that checks agent-written code against a repo's own git-history-learned patterns — flags foreign dependencies, reinvented functions, misplaced code, broken layering, and gamed tests. Exposes `voice_context` (the repo's familiar imports/idioms for a file, so agents write in-voice before generating), `check` (score a generated hunk against the repo's patterns), and `explain`. 100% local, n

★ 85 Rust Updated today Score 79 Developer Tools

21st-dev/Magic-MCP B MCP Server Active

21st-dev/magic-mcp

Create crafted UI components inspired by the best 21st.dev design engineers.

★ 5.7k JavaScript Updated 13d ago Score 78 Developer Tools

Jpisnice/shadcn-ui-mcp-server B MCP Server Maintained

Jpisnice/shadcn-ui-mcp-server

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

★ 2.9k TypeScript Updated 2mo ago Score 78 Developer Tools

ios-simulator-mcp B MCP Server Active

joshuayoes/ios-simulator-mcp

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

★ 2.1k JavaScript Updated today Score 78 Developer Tools

ooples/token-optimizer-mcp B MCP Server Active

ooples/token-optimizer-mcp

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.

★ 482 JavaScript Updated yesterday Score 77 Developer Tools

eyaltoledano/claude-task-master B MCP Server Stale

eyaltoledano/claude-task-master

AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.

★ 28k JavaScript Updated 3mo ago Score 73 Developer Tools

mcp-jetbrains B MCP Server Official Stale

JetBrains/mcp-jetbrains

Official JetBrains MCP server — work with IntelliJ, PyCharm, WebStorm and other JetBrains IDEs.

★ 966 JavaScript Updated 7mo ago Score 73 Developer Tools

ConfigCat/mcp-server B MCP Server Official Active

configcat/mcp-server

MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.

★ 17 TypeScript Updated yesterday Score 73 Developer Tools

idosal/git-mcp B MCP Server Stale

idosal/git-mcp

[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation

★ 8.3k TypeScript Updated 3mo ago Score 72 Developer Tools

vercel/next-devtools-mcp B MCP Server Official Maintained

vercel/next-devtools-mcp

Official Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides. Requires Next.js 16+ dev server for full runtime features.

★ 806 TypeScript Updated 1mo ago Score 72 Developer Tools

dannote/figma-use B MCP Server Maintained

dannote/figma-use

Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.

★ 592 TypeScript Updated 1mo ago Score 71 Developer Tools

OpenZeppelin/contracts-wizard B MCP Server Active

OpenZeppelin/contracts-wizard/packages/mcp

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

★ 293 TypeScript Updated today Score 70 Developer Tools

nikolai-vysotskyi/trace-mcp B MCP Server Active

nikolai-vysotskyi/trace-mcp

Framework-aware code intelligence that indexes source code into a cross-language dependency graph. Understands framework semantics — routes, ORM relations, component rendering, DI trees — for navigation, impact analysis, call graphs, refactoring, security scanning, and cross-session memory.

★ 99 TypeScript Updated today Score 70 Developer Tools

public-ui/kolibri B MCP Server Active

public-ui/kolibri

Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local `kolibri-mcp` CLI.

★ 275 TypeScript Updated today Score 69 Developer Tools

zaizaizhao/mcp-swagger-server B MCP Server Active

zaizaizhao/mcp-swagger-server

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

★ 74 TypeScript Updated 2d ago Score 69 Developer Tools

Hypersequent/qasphere-mcp B MCP Server Official Active

Hypersequent/qasphere-mcp

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

★ 23 TypeScript Updated 23d ago Score 69 Developer Tools

veelenga/claude-mermaid B MCP Server Active

veelenga/claude-mermaid

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.

★ 200 TypeScript Updated 3d ago Score 68 Developer Tools

freema/mcp-design-system-extractor B MCP Server Active

freema/mcp-design-system-extractor

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

★ 69 TypeScript Updated 17d ago Score 68 Developer Tools

jsdelivr/globalping-mcp-server B MCP Server Official Active

jsdelivr/globalping-mcp-server

The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.

★ 62 TypeScript Updated 13d ago Score 68 Developer Tools

MobileReality/mdma B MCP Server Active

MobileReality/mdma/packages/mcp

MCP server for MDMA (interactive Markdown applications with mounted components). Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants. Tools: `get-spec`, `get-prompt`, `build-system-prompt`, `validate-prompt`, `list-packages`, `list-docs`, `get-doc`. Install: `npx @mobile-reality/mdma-mcp`.

★ 61 TypeScript Updated 3d ago Score 68 Developer Tools

PatrickSys/codebase-context B MCP Server Active

PatrickSys/codebase-context

Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.

★ 58 TypeScript Updated 18d ago Score 68 Developer Tools

currents-dev/currents-mcp B MCP Server Official Active

currents-dev/currents-mcp

Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).

★ 19 TypeScript Updated yesterday Score 68 Developer Tools

emailens/mcp B MCP Server Official Active

emailens/mcp

Official MCP server for Emailens, the rendering linter for email. Lint HTML email for rendering issues across 15 clients (Gmail, Outlook, Apple Mail and more), score CSS compatibility 0-100 per client, simulate dark mode, and get framework-native fix snippets for React Email, MJML, and Maizzle. `npx -y @emailens/mcp`

★ 6 TypeScript Updated 15d ago Score 68 Developer Tools

drhalto/agentmako B MCP Server Active

drhalto/agentmako

Local-first codebase intelligence engine. Gives coding agents structured context packets, indexed code/schema facts, and diagnostics over MCP, backed by a local SQLite store — so agents stop rediscovering your repo with raw grep. Optional Postgres/Supabase awareness and a bundled Claude Code plugin.

★ 51 TypeScript Updated 18d ago Score 67 Developer Tools

Jungle-Grid/mcp-server B MCP Server Official Active

Jungle-Grid/mcp-server

MCP server for Jungle Grid, an agentic GPU execution layer that lets AI agents estimate, submit, monitor, and fetch logs for inference, training, fine-tuning, and batch workloads.

★ 4 TypeScript Updated 2d ago Score 67 Developer Tools

cjo4m06/mcp-shrimp-task-manager B MCP Server Stale

cjo4m06/mcp-shrimp-task-manager

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)

★ 2.1k JavaScript Updated 11mo ago Score 66 Developer Tools

CSCSoftware/AiDex B MCP Server Active

CSCSoftware/AiDex

Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go.

★ 42 TypeScript Updated 8d ago Score 66 Developer Tools

sarveshsea/memi B MCP Server Active

sarveshsea/memi

Design-system memory for coding agents with 46 MCP tools for UI audits, Tailwind token extraction, shadcn registry workflows, Figma context, design docs, and interface-quality diagnostics.

★ 39 TypeScript Updated 5d ago Score 66 Developer Tools

paulhkang94/markview B MCP Server Active

paulhkang94/markview

Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView directly from AI assistants via `npx mcp-server-markview`.

★ 37 HTML Updated today Score 66 Developer Tools

tosin2013/mcp-adr-analysis-server B MCP Server Active

tosin2013/mcp-adr-analysis-server

AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.

★ 33 TypeScript Updated today Score 65 Developer Tools

testdino-hq/testdino-mcp B MCP Server Official Active

testdino-hq/testdino-mcp

Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language.

★ 8 TypeScript Updated 3d ago Score 65 Developer Tools

TencentEdgeOne/edgeone-pages-mcp C MCP Server Maintained

TencentEdgeOne/edgeone-pages-mcp

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

★ 431 TypeScript Updated 1mo ago Score 64 Developer Tools

storybookjs/addon-mcp C MCP Server Active

storybookjs/addon-mcp

Help agents automatically write and test stories for your UI components.

★ 265 TypeScript Updated today Score 64 Developer Tools

paramount-engineering/roku-dev-studio C MCP Server Active

paramount-engineering/roku-dev-studio

All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript debugging, and real-time log monitoring.

★ 27 TypeScript Updated today Score 64 Developer Tools

mikusnuz/app-publish-mcp C MCP Server Active

mikusnuz/app-publish-mcp

Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports.

★ 26 TypeScript Updated 7d ago Score 64 Developer Tools

IgorGanapolsky/ThumbGate C MCP Server Active

IgorGanapolsky/ThumbGate

MCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: `npx thumbgate`.

★ 26 JavaScript Updated today Score 64 Developer Tools

raccioly/docguard C MCP Server Active

raccioly/docguard

Deterministic documentation-drift detection for AI agents. Validates a project's canonical docs against its actual code — no LLM guessing; every finding has a stable code and a suggested fix. Five read-only tools over stdio: guard, score, explain, verify-claims, diagnose. `npx -y docguard-cli mcp`

★ 25 JavaScript Updated today Score 64 Developer Tools

reflagcom/mcp C MCP Server Official Active

reflagcom/javascript/packages/cli#model-context-protocol

Flag features directly from chat in your IDE with [Reflag](https://reflag.com).

★ 25 TypeScript Updated 2d ago Score 64 Developer Tools