
Codelogic MCP Server
A server based on the MCP protocol, used to integrate Codelogic's software dependency data into AI programming assistants, providing code method and database impact analysis tools.
Python
10.1K
2.5 points

Bugsnag MCP
The Bugsnag MCP Server is a model context protocol service for interacting with Bugsnag, allowing LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag, providing error monitoring, code intelligence analysis, and issue management functions.
TypeScript
9.8K
2.5 points

MCP Servers For Coders
A powerful MCP server suite that enables AI assistants to interact with the local environment, execute code, and process web content
Python
9.1K
2 points

MCP Github Repo Creator
A GitHub repository creation tool based on the Model Context Protocol (MCP) that provides the functions of automatically analyzing local code repositories, generating metadata, and creating well-configured GitHub repositories, and supports integration with AI tools such as Copilot.
Python
10.7K
2 points
C
Codeanalysismcp
A Roslyn-based .NET C# code analysis MCP server that provides functions such as unreferenced code detection and solution structure analysis to help AI agents perform code quality checks.
C#
10.0K
2 points

MCP Code Analyzer
The MCP code analysis tool is an intelligent project code analysis and modification tool that integrates with Claude Desktop and provides functions such as code analysis, structure modification, and version management.
Python
11.5K
2.5 points

MCP Server For Find Reference
The MCP server provides text matching and syntax tree parsing functions, supports recursive search of files in directories, and is used for code analysis and reference finding.
JavaScript
10.2K
2 points

Gemini MCP
This project is an MCP server used to integrate Google's Gemini model with Claude Code to achieve collaboration between the two AI systems. It provides functions such as direct query, collaborative brainstorming, code analysis, text analysis, content summarization, and image prompt generation.
TypeScript
12.8K
2 points

Consulting Agents
An MCP server for multi - AI agent consultation that integrates different AI models such as OpenAI, Anthropic, and Google Gemini to provide multi - model perspective support for code analysis and problem - solving.
Python
9.1K
2.5 points

Client MCP Server
A tool that connects Claude with GitHub repositories through the MCP protocol, supporting functions such as code analysis and deployment workflow generation
Python
10.2K
2 points
S
Sharptoolsmcp
SharpTools is a C# code analysis and modification tool based on Roslyn, providing AI developers with in - depth code processing capabilities similar to an IDE, supporting dynamic project mapping, precise code modification, Git integration, and other functions.
C#
10.4K
2.5 points

Autodocument
An automated code documentation generation tool based on the OpenRouter API that automatically generates documentation, test plans, and code review reports by analyzing the directory structure and file content of the code library.
TypeScript
8.9K
2.5 points

Lsp MCP
LSP - MCP is a bridge server that connects the Language Server Protocol (LSP) and the Model Context Protocol (MCP), allowing large language models to query LSP functions such as code hover information and completion suggestions through a standard interface.
TypeScript
12.4K
2.5 points

Code Analysis
An MCP plugin that provides code analysis capabilities for AI assistants, supporting code structure, quality, documentation analysis, and natural language queries.
Java
10.4K
2.5 points

Rails MCP Server
The Rails MCP Server is a Model Context Protocol server implemented in Ruby, providing a standard interface for Rails projects to interact with large language models.
ruby
12.1K
3 points
R
Rust MCP
An MCP server that provides support for Rust language development, enabling LLM-assisted programming through rust-analyzer and including 19 tools such as code analysis, generation, and refactoring
Rust
10.9K
2 points

Bifrost Vscode Dev Tools MCP Server
Bifrost is a VSCode extension that provides MCP server functionality, exposing VSCode's development tools and language features for use by AI tools, supporting advanced functions such as code navigation, analysis, and manipulation.
TypeScript
9.4K
2.5 points

Scast
SCAST is a programming tool that converts code into UML diagrams and flowcharts, supports multiple languages, and helps understand code structure through static analysis and visualization.
JavaScript
10.6K
2.5 points

Isaacphi MCP Language Server
The MCP Language Server project aims to provide development assistance tools such as accurate symbol definition, reference lookup, and diagnostic information for large code projects by integrating the features of the Language Server Protocol (LSP), addressing the limitations of LLMs when handling complex code.
Go
10.9K
2 points

Unreal Analyzer MCP
Unreal Engine code analysis MCP server, providing powerful Unreal Engine code analysis capabilities for AI assistants
TypeScript
10.9K
2 points

MCP File Context Server
An MCP server that provides file system context for large language models, supporting file operations, code analysis, and intelligent search.
TypeScript
10.7K
2.5 points

MCP Dev Agent
The MCP Development Agent is an intelligent development assistant based on the Model Context Protocol (MCP), providing memory management, document search, Git/GitHub integration, and code analysis functions. It supports CLI and SSE server modes and uses local AI models to achieve intelligent-assisted development.
Python
8.9K
2.5 points

Bifrostmcp
Bifrost is a VSCode extension that provides MCP server functionality, exposing VSCode's development tools and language features for use by AI tools, and supporting code navigation, analysis, and operation.
TypeScript
9.7K
2 points

Hanzo
Hanzo MCP is an AI service platform based on the Model Context Protocol, providing capabilities for code analysis, modification, project management, and integration with multiple development tools.
Python
9.0K
2.5 points
C
Codex Bridge
Codex Bridge is a lightweight MCP server that connects AI programming assistants with OpenAI Codex through the official CLI, supporting multi - client interaction without API costs.
Python
0
2.5 points
R
Repomapper
RepoMap is a powerful code repository analysis and navigation tool that can be used as a command - line application or an MCP server. It intelligently analyzes the code structure and generates a prioritized code map through Tree - sitter code parsing and the PageRank algorithm.
Python
0
2.5 points

Github PR Reviewer (Notion)
An intelligent Pull Request analysis assistant that integrates GitHub and Notion to achieve automated code review document generation.
Python
10.1K
2.5 points

Codex MCP Server
The Codex MCP Tool is an open-source MCP server that connects the IDE or AI assistant to the Codex CLI, supporting non-interactive automation, secure sandbox editing, and large-scale code analysis. It provides progress streaming updates and a structured change mode.
TypeScript
15.8K
2.5 points
P
Paiml MCP Agent Toolkit
PMAT is a zero-configuration AI code context generation tool that provides functions such as code quality analysis, technical debt grading, mutation testing, repository health scoring, and semantic search. It supports over 17 programming languages and can be integrated with AI assistants such as Claude Code through the MCP protocol.
Rust
10.5K
3 points

Code Context Provider MCP
A code context analysis service based on WebAssembly, providing directory structure and code symbol extraction functions, supporting the analysis of JavaScript/TypeScript and Python languages, and seamlessly integrating with AI assistants.
JavaScript
9.2K
2.5 points
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Featured MCP Services

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
29.4K
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
26.8K
4.5 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
40.8K
5 points

Duckduckgo MCP Server
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The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
86.7K
4.3 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
40.4K
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
76.6K
4.5 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
26.0K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
115.0K
4.7 points