vibetter MCP Server
neerajbhargav/vibetter
[](https://agentrank-ai.com/tool/neerajbhargav--vibetter/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) MCP server for Claude Code, Cursor, Windsurf and Claude Desktop. Turns AI-generated code into source-grounded blueprints: git-diff reasoning, file:line citations, codebase-aware debugging, dependency graph. Python + FastMCP 3.0. Works with Anthropic, OpenAI, Gemini or local Ollama.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
neerajbhargav/vibetter is a Python MCP server licensed under MIT. MCP server for Claude Code, Cursor, Windsurf and Claude Desktop. Turns AI-generated code into source-grounded blueprints: git-diff reasoning, file:line citations, codebase-aware debugging, dependency graph. Python + FastMCP 3.0. Works with Anthropic, OpenAI, Gemini or local Ollama.
Ranked #22457 out of 24846 indexed tools.
Ecosystem
Score Breakdown
1 stars → early stage
Last commit 1mo ago → moderate activity
No issues filed → no history to score
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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