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Provide Kimi with unified file, search, research, code review, and testing tools.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "kimi-api-mcp" yet — see the docs or source repo.
Please read the src/auth.js file in the project, review the code, identify potential bugs, security risks, and maintainability issues, and provide improvement suggestions.
A structured code review report with issue list, risk explanations, and actionable fixes.
Analyze the core modules in the current repository, design test cases for user login and payment flows, and generate draft test code that fits the existing code structure.
Test scenarios, edge case notes, and draft test code ready for adaptation.
Help me search recent public information about LLM coding assistants, summarize major products, feature differences, and use cases, and output a concise comparison brief.
A research brief based on web results with product comparisons, key takeaways, and recommendations.
Run autonomous code changes in a sandbox and return reviewable Git diffs.
Search, validate, and cross-reference structured Markdown knowledge vaults for AI workflows.
Use utility tools for files, math, JSON, time, and system queries.
Production-ready MCP server for query normalization, retrieval, and RAG prompt building.
Manage project knowledge and requirements with fast full-text search and updates.
Describe images, extract text, and run custom vision prompts on local files.