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.
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422 MCP servers and agent skills in the Developer Tools category, ranked by quality score.
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Developer Tools193Finance & Fintech126Knowledge & Memory93Security61Other Tools and Integrations61Communication57Search & Data Extraction56Workplace & Productivity45Aggregators37Browser Automation37Cloud Platforms36Marketing33Databases30Gaming28Coding Agents25Art & Culture24Monitoring23Multimedia Process19Travel & Transportation18Data Platforms15Social Media14Development and Testing12Sports12Architecture & Design12Results
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.
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.
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.
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.
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.
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.
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
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.
docker/hub-mcp B MCP Server Official Active
docker/hub-mcp
Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
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.
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/).
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.
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.
kadykov/mcp-openapi-schema-explorer B MCP Server Active
kadykov/mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
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.
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
snaggle-ai/openapi-mcp-server B MCP Server Maintained
snaggle-ai/openapi-mcp-server
Connect any HTTP/REST API server using an Open API spec (v3)
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.
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.
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.
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`.
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.
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).
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`
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.
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.
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.
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.
CircleCI/mcp-server-circleci B MCP Server Active
CircleCI-Public/mcp-server-circleci
Enable AI Agents to fix build failures from CircleCI.
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.
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.
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.
storybookjs/addon-mcp C MCP Server Active
storybookjs/addon-mcp
Help agents automatically write and test stories for your UI components.
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.
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.
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).
Wolfe-Jam/claude-faf-mcp C MCP Server Active
Wolfe-Jam/claude-faf-mcp
First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.
AI-by-design/primitiv C MCP Server Active
AI-by-design/primitiv
Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth over MCP so every agent gets the same authoritative design rules before it builds. Local-first — your code never leaves your machine.
homespunapps/homespun C MCP Server Official Active
homespunapps/homespun
Deploy and operate multi-user web apps from an agent: one call returns a live app on its own URL with magic-link sign-in, a shared realtime database, per-role permissions, email notifications and file uploads, and the agent keeps read and write access to the app's data afterwards to keep changing it. Remote `https://homespun.dev/mcp` or `npx -y @homespunapps/mcp`.
agenticempire/axint C MCP Server Active
agenticempire/axint
Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests.
graphpilot-oss/graphpilot C MCP Server Active
graphpilot-oss/graphpilot
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and exposes callers, callees, blast-radius impact, and symbol locations over MCP — with file:line@sha evidence anchors and branch-aware differential impact — so agents answer "who calls X?" / "what breaks if I change X?" without re-reading files. Local-only, zero telemetry, Apache-2.0. `npx @graphpilot-oss/graphpilot mcp`
etsd-tech/mcp-pointer C MCP Server Stale
etsd-tech/mcp-pointer
Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
InsForge/insforge-mcp C MCP Server Active
InsForge/insforge-mcp
AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.
jasonjmcghee/claude-debugs-for-you C MCP Server Stale
jasonjmcghee/claude-debugs-for-you
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
ycs77/apifable C MCP Server Active
ycs77/apifable
MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.
oddunits/pntr-cli C MCP Server Official Active
oddunits/pntr-cli
The official MCP server for PNTR free dev subdomains — register a `*.pntr.dev` subdomain, manage its DNS records, receive email on a disposable inbox, and capture inbound HTTP requests for webhook debugging. Free tier, no key needed to start. Local stdio via `npx @pntr/cli` or hosted endpoint (`https://api.pntr.dev/mcp`, OAuth).
WCAG-Compliance/wcagc-mcp C MCP Server Official Active
WCAG-Compliance/wcagc-mcp
Deterministic axe-core accessibility scanning (WCAG 2.1 AA, EN 301 549, PDF/UA) through a [wcagc](https://wcagc.com) account: scan any public URL or PDF, crawl a whole registered site, replay saved multi-step journeys, and read violation trends. Returns structured findings — rule, severity counts and the success criteria involved — so the assistant reasons over real results rather than guessing fr