MCP Servers

Apple Developer Documentation

★ 1,300

Search Apple's official developer documentation for iOS, macOS, SwiftUI, WWDC videos, and more.

ast-grep MCP

★ 426

An experimental MCP server that uses the ast-grep CLI for code structural search, linting, and rewriting.

Ant Design Components

★ 244

Provides Ant Design component documentation to large language models (LLMs), allowing them to explore and understand the components.

RefactorMCP

★ 90

Automated refactoring tools for C# code transformation using Roslyn.

MATLAB MCP Server

★ 55

Integrates MATLAB with AI to execute code, generate scripts from natural language, and access documentation.

Minecraft Modding MCP

★ 39

mcmodding-mcp is a Model Context Protocol (MCP) server that gives AI assistants like Claude direct access to Minecraft modding documentation. Instead of relying on potentially outdated training data, your AI assistant can search real documentation, find code examples, and explain concepts accurately.

Awesome LLMs Txt

★ 24

Access documentation from the Awesome-llms-txt repository directly in your conversations.

Grumpy Senior Developer

★ 21

Provides sarcastic and cynical code reviews from the perspective of a grumpy senior developer.

Julia Documentation MCP Server

★ 17

An MCP server for accessing Julia documentation and source code.

ts-morph Refactoring Tools

★ 16

Refactor TypeScript and JavaScript codebases using ts-morph. Supports renaming symbols and files, moving symbols, and searching for references.

Crates MCP Server

★ 14

Query Rust crates from crates.io and docs.rs. Search for crates, get info, versions, dependencies, and documentation.

refactor-mcp

★ 6

Refactor code using regex-based search and replace.

SJ RedM MCP Server

★ 6

A versatile MCP server for RedM development, providing access to RDR3 discoveries, framework documentation, native functions, and database operations.

Solana Docs

★ 4

Access Solana documentation context through a simple notes system with resources, tools, and prompts.

TypeScript MCP Server

★ 3

TypeScript MCP server for AI-powered refactoring. Rename symbols, extract functions, move declarations, inline variables, find references, and fix diagnostics — strictly via the native tsserver

ndlovu-code-reviewer

★ 2

Manual code reviews are time-consuming and often miss the opportunity to combine static analysis with contextual, human-friendly feedback. This project was created to experiment with MCP tooling that gives AI assistants access to a purpose-built reviewer. Uses the Gemini cli application to process the reviews at this time and linting only for typescript/javascript apps at the moment. Will add API based calls to LLM's in the future and expand linting abilities. It's also cheaper than using coderabbit ;)

Aptos MCP Server

★ 1

Interact with Aptos documentation and create full-stack Aptos blockchain applications.

GitLab MR & Confluence Linker

Analyzes GitLab merge requests and links them to Confluence documentation.

Jetbrains Index Intelligence MCP Plugin

Allows AI-powered coding assistants to tap into your JetBrains IDE’s semantic code index and refactoring engine — giving them true code intelligence (symbol lookup, references, refactors, diagnostics, etc.) via MCP.

MCP Docs Server

Provides direct access to local documentation files through a context.md file in the project root.

MCP Stdio Server

An MCP server using stdio transport, offering file system access, a calculator, and a code review tool. Requires Node.js.

Rierino Documentation

GitBook documentation for Rierino - a low-code microservices and AI agent development platform.

webforJ MCP Server

The official Model Context Protocol server for webforJ - providing AI assistants with Java web development tools, project generation, and comprehensive documentation access. Works with Claude, VS Code, Cursor, and all MCP-enabled environments.

Legacy Java to Microservices Refactoring

A community gateway to migrate legacy Jakarta EE monoliths into Spring Boot using AST parsing.

mcbedrock-mcp

Gives your AI assistants access to Minecraft Bedrock Edition scripting and addon documentation.

Refactory

Hybrid decomp tool — AI decides WHERE to split your monolith, deterministic engine COPIES the code. Minimize tokens, maximize syntax validity.

Document Schema Specifications

A collection of document schemas for standardizing project documentation across various software projects.

TakeProfit MCP

Provides access to TakeProfit.com's Indie documentation and tooling — a Python-based scripting language for building custom cloud indicators and trading strategies on the TakeProfit platform.

BumpGuard

BumpGuard is an MCP server for pre-flight dependency-upgrade analysis: before you bump a dependency, it reports which of your usages break, with line numbers, severity, and fix hints. It also verifies AI-written code against installed APIs to catch hallucinations. Static analysis only — never executes third-party code. Python + .NET.

GenSpec MCP Server

Converts a USER-STORIES.md file into README, ROADMAP, and SYSTEM-ARCHITECTURE documents for the GenSpec workflow.