AI programming sector sees active M&A. Cursor, after acquiring talent recruitment and CRM teams, now buys AI code review firm Graphite at a price well above its $290M valuation, aiming to build an end-to-end AI development loop from code generation to review to boost efficiency.....
Apple's vision reasoning paper submitted to ICLR 2025 claimed to surpass GPT-5, but was exposed by researchers who replicated the study, revealing serious issues: the official code lacked an image input module, and after fixing it, the accuracy dropped sharply;抽查 found that 30% of the annotated data had errors. The author team hastily closed issue reports on GitHub before finally admitting flaws in the data generation process. This incident exposed flaws in the paper review mechanism and raised concerns in the academic community about the reproducibility of AI research. (140 characters)
Alibaba launches AI coding tool Qoder CLI, enhancing dev efficiency with code generation & comprehension, reducing memory usage & response time.....
CodeRabbit, an AI-powered code review startup, rapidly gained traction by addressing bugs in AI-generated code, founded by Harjot Gill after observing bottlenecks in code reviews.....
cubic is an AI code review platform that helps teams detect vulnerabilities, merge PRs quickly, and improve development efficiency.
An intelligent coding suite that combines multi - agent systems, AI code review, and orchestration.
AI code review platform that enables 5 times faster code review speed through natural voice communication.
Palmier is an autonomous AI software engineering assistant that can handle multiple tasks simultaneously, including writing features, fixing errors, and accelerating development.
Openai
$2.8
Input tokens/M
$11.2
Output tokens/M
1k
Context Length
Xai
$1.4
$3.5
2k
-
Anthropic
$105
$525
200
$21
Google
$0.7
Alibaba
$4
$16
Baidu
128
$6
$24
256
Moonshot
Bytedance
$0.8
$2
$10.5
Tencent
$1
32
alenphilip
This is an AI model specifically designed for Python code review. It is fine-tuned based on Qwen2.5 - 7B - Instruct and can identify security vulnerabilities, performance issues, and provide suggestions for code quality improvement.
all-hands
A review model fine-tuned based on Qwen2.5-Coder-32B-Instruct for evaluating code solution quality, helping achieve SOTA results on the SWE-Bench benchmark
ewhk9887
A fine-tuned model optimized for Korean code review and programming education, based on the Qwen2.5 architecture
microsoft
CodeReviewer is a pre-trained model using code changes and code review data, designed to support code review tasks.
Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.
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.
The AI Development Assistant MCP Server is an AI - based code development toolkit that provides functions such as code architecture generation, UI screenshot analysis, and code review, specifically designed for Cursor.
This project builds a bridge between Claude Code and Google Gemini AI, enabling direct calls to Gemini in the Claude Code environment for Q&A, code review, and creative brainstorming, providing a convenient AI collaboration tool.
The MAGI MCP Server is a server implementation of a code review system based on the Model Context Protocol (MCP), providing standardized interfaces for code submission and review processes, and supporting multi - agent reviews and majority decision - making mechanisms.
An AI mentor server based on the Model Context Protocol, providing second - opinion services such as code review, design evaluation, writing feedback, and creative brainstorming through Deepseek - Reasoning
Yellhorn MCP is a model context protocol server that provides full codebase context support for code assistants by integrating the capabilities of Gemini and OpenAI, enabling development task planning, code review, and isolated environment creation.
This project is an MCP server integrated with the Gerrit code review system, providing functions such as fetching change details and comparing patch set differences to assist AI assistants in code review.
An intelligent Pull Request analysis assistant that integrates GitHub and Notion to achieve automated code review document generation.
The Chain of Draft Server is an AI-driven development tool that helps developers optimize design, code, and decision-making through systematic iterative improvement.
aica is an open - source, customizable, cross - platform AI code analysis tool that supports functions such as code review, automatic knowledge retrieval, and commit information generation, and can be integrated with GitHub Actions.
A locally prioritized and agent-agnostic model context protocol server based on the Auggie SDK, providing codebase semantic search, file retrieval, intelligent planning, code review, and cross-session memory functions. It supports integration with multiple MCP clients.
MCP as a Judge is a behavioral MCP server that acts as a validation layer between AI coding assistants and LLMs. By enforcing evidence - based research, code quality reviews, and human decision - making intervention, it ensures the generation of safer and higher - quality code.
The Bitbucket MCP Server is a service that provides tools to interact with the Bitbucket API. It supports Bitbucket Cloud and Server and includes functions such as PR lifecycle management, branch management, file operations, and code reviews.
apktool-mcp-server is an MCP server based on Apktool, integrating large language models (such as Claude), providing real-time reverse engineering support, including vulnerability analysis, manifest parsing, and code review.
AI development assistant toolkit that provides code architecture, screenshot analysis, code review, and file reading functions
SecureAnnex MCP Server is a tool for analyzing the security of browser extensions, providing functions for querying, analyzing, and evaluating the security of extensions, including vulnerability detection, signature check, code review, etc.
A Ruby-based AI pair programming MCP server that provides AI-assisted programming functions such as code review, brainstorming, performance analysis, and security check through OpenRouter.
AI code review and issue repair agent for analyzing codebases, detecting security vulnerabilities, reviewing code quality, and providing repair suggestions based on Sentry error logs.
An Azure code review server project based on TypeScript
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