MCP Servers

★ 4,966repo activity 8mo ago

21st-dev/Magic-MCP

Various

It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic

Alternative to Oraios Serena

Best for: Developers using AI-assisted editors who want to accelerate frontend prototyping and iteration

★ 0repo activity 2mo ago58/100

2ools/mcp-server

Various

Remote MCP server for 2ools — build, version, review and export websites, web apps and games from the AI chat you already use. 43 tools, one free and authless.

Best for: Developers who want to build and manage web projects directly from an existing AI chat.

★ 1repo activity 3mo ago56/100

930m310n/geomelon-mcp

Various

MCP server for the Geomelon geographic API — stdio and remote HTTP transports

Best for: Developers experimenting with MCP servers for geographic data access

a-25/ios-mcp-code-quality-server

Various

This server enables AI assistants to run Xcode tests, perform linter analysis, and provide detailed feedback on iOS projects through structured, actionable reports.

★ 7repo activity 1y ago

Best for: iOS developers who want AI-assisted code quality checks and test automation

abhiphile/fermat-mcp

Various

🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

★ 16repo activity 1y ago

Best for: Developers and researchers who want to give AI agents direct access to symbolic math, numerical computing, and plotting.

★ 88repo activity 11mo ago

abrinsmead/mindpilot-mcp

Various

See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.

Alternative to Vectorize Io Hindsight

Best for: Developers building or maintaining AI agents who need to understand and debug their reasoning process

adancurusul/embedded-debugger-mcp

Various

A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more

★ 99repo activity 1y ago

open-sourceMITRust

Best for: Developers integrating LLMs into embedded debugging workflows

★ 308repo activity 1y ago

adhikasp/mcp-git-ingest

Various

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

Best for: Developers building MCP-enabled AI agents that need to understand GitHub codebases

★ 1repo activity 22d ago62/100

adityatiwari101104/contribos

Various

Get trusted, get merged, come back: an open-source guide and MCP server for contributors in the AI era.

Best for: Open-source contributors and AI-assisted developers seeking a lightweight guide and MCP server for improving contribution success.

★ 292repo activity 5mo ago

admica/FileScopeMCP

Various

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codeba

Alternative to Oraios Serena, Repowise Dev Repowise

Best for: Developers working with supported languages who want to give AI tools a structured understanding of their codebase

adrianczuczka/mason

Various

Mason builds context for LLMs — smart file sampling, concept maps, and change impact analysis. MCP server + CLI.

Alternative to Upstash Context7, Oraios Serena, Vectorize Io Hindsight +1 more

★ 6repo activity 5mo ago

Best for: Developers who want to feed structured codebase context into LLM code assistants

MMCPSearchlowCatalogue

adw0rd/awesome-mcp-tools-mcp

Various

CLI + MCP stdio bridge for the awesome-mcp.tools catalog of 2,000+ MCP servers. Search from terminal or wire into Claude/Cursor/Codex/Cline/Windsurf.

★ 0repo activity 4mo ago

Best for: Developers who frequently need to discover MCP servers from the terminal or within AI coding assistants.

★ 0repo activity 22d ago60/100

AETumiApp/aetumi-mcp

Various

AETumi MCP — install premium, production-ready Three.js/WebGL 3D web components into Claude Code, Cursor & Codex. Premium 3D web you own, from AETumi (aetumi.app).

Best for: Developers using AI coding assistants who want ready-made 3D web components.

AgentBase1/mcp-server

Various

AgentBase MCP server — search and retrieve agent instruction files via MCP tools

★ 0repo activity 7mo ago

Best for: Developers building MCP‑based agent systems that need to search and retrieve agent instruction files.

★ 5repo activity 1mo ago66/100

agent-easy-use/mobile-easy-use

Various

Runtime access for AI coding agents to observe and control Android and iOS apps. Built on Frida, with MCP and Skills.

Alternative to Mobile Next Mobile Mcp

Best for: AI coding agents needing runtime mobile app control

agent-hanju/char-index-mcp

Various

A Model Context Protocol server for character-level index-based string manipulation

★ 2repo activity 6mo ago

Best for: Developers building MCP-based tools that require exact character-level text processing in AI agent workflows

open-sourceApache-2.0TypeScript

agenticempire/axint

Various

Apple-native execution layer for AI coding agents: compile, validate, repair, and prove Swift surfaces.

★ 8repo activity 4mo ago

Best for: Developers building AI coding agents that target Apple platforms and need Swift compilation and repair.

open-sourceApache-2.0Python

ahmedxuhri/bigindexer

Various

BGI tries to group code based on what the code actually does (its behavior), not just which file imports what.

Alternative to Oraios Serena, Repowise Dev Repowise

★ 2repo activity 4mo ago

Best for: Developers exploring or refactoring Python codebases who want behavioral clustering

★ 60repo activity 1mo ago74/100

aicanvas-me/aicanvas

Various

Open-core registry of animated React components, blocks, design systems, and templates. Real, editable code: install with one shadcn CLI command or let your AI agent pull it over M

Best for: Developers building React apps who want ready-made animated components with easy installation.

aidemd-mcp/server

Various

MCP server that teaches any AI agent the AIDE spec methodology — progressive disclosure specs alongside code

★ 2repo activity 5mo ago

Best for: Developers building AI-assisted coding workflows that follow the AIDE progressive disclosure spec methodology

★ 5repo activity 1mo ago66/100

AishwaryShrivastav/vibe-testing

Various

Code-aware browser testing agent — 13 MCP tools for AI editors (Claude Code, Cursor, Windsurf). Reads your codebase, opens Playwright, tests everything, reports with screenshots.

Alternative to Executeautomation Playwright Mcp Server, Browsermcp Mcp, Seleniumbase Seleniumbase

Best for: Developers using AI editors who want automated browser testing with visual evidence.

★ 1repo activity 1mo ago62/100

aiulms/codelattice

Various

面向 AI 编程的本地代码图谱分析工具

Alternative to Oraios Serena, Upstash Context7

open-sourceMITRust

Best for: Early adopters seeking a local, Rust-based code graph tool for AI coding context

★ 15repo activity 4mo ago

ajipurn/fida

Various

a local-first secret leak prevention layer for AI coding agents

open-sourceMITRust

Best for: Developers using local or remote AI coding agents who need a lightweight, self-hosted secret guard.

★ 9repo activity 1mo ago68/100

AkashGoenka/coldstart

Various

Self-maintaining and persistent codebase memory for AI coding agents — a deterministic AST index plus agent-written notes that flag themselves stale when the code changes. Works wi

Alternative to Oraios Serena