"Google Fit" matching MCP servers:

A read-only MCP server that recommends React components from a measured, curated snapshot by answering component-fit questions with terse verdicts and harness facts.

Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".

An MCP server that gives AI assistants deep understanding of your local Git repositories, providing instant repo overviews, change summaries, blame analysis, changelogs, branch health checks, and history search.

Enables coding agents to perform semantic Python AST diffing across git boundaries, detect breaking changes, and generate concise PR triage summaries for reviewers via the Model Context Protocol.

A local-first MCP server that provides read-only access to Git repository history, exposing commit metadata and optionally content patches via configurable policies, with optional AI-powered analysis while never modifying Git state.

Enables development assistants to inspect and work with Cocos Creator projects through a local MCP server.

Enables analysis of multi-file git workspaces to synthesize dependency diffs and refactor sequences.

Enables AI coding agents to search indexed local Git repositories for compatible existing projects and modules, evaluate their technical and structural fit, and copy reusable source bytes into a new target instead of regenerating them. It exposes six scoped MCP tools that return plans and safe file operations, so the agent only implements the remaining delta.

Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.

Provides AI coding agents with Git repository history analysis, including churn hotspot detection, semantic file coupling, and recent context summaries through MCP tools.

A scaffolding toolkit to generate clean architecture MCP servers with tool scaffolding and function inspection.

A Model Context Protocol server for interacting with Git repositories, extending mcp_server_git with custom tools to list repository directories and view file contents for easier codebase navigation.

MCP server that reads GitHub repository structures and important files, enabling exploration and analysis of codebases.

Search and retrieve Google Apps Script libraries with AI-generated summaries and usage examples directly from MCP clients.

Exposes nit's code review agent as tools for Claude, enabling local path and GitHub PR/commit/URL review over Streamable HTTP.

Provides AI assistants with progressive code intelligence to explore repository structure, find symbols, and assess the impact of changes using ast-grep.

Enables MCP clients to run Python static analysis and receive evidence-backed findings with causation traces, reproducible witnesses, and suggested verified patches.

Enables querying git commit history to analyze when and why code changes happened, providing authorship context and diffs for specific modules.

Allows Claude Code to request an independent code review from Google Antigravity (Gemini, Claude, or GPT-OSS) via the Antigravity CLI, providing a second opinion on plans or diffs.

Enables scanning Python repos for dead code and automatically drafting a branch + PR for the safe subset (unused single-name imports) after running the repo's full test suite. All other findings are reported without modification, and a human always merges.

Semantic git queries via MCP. Beyond git log — answer who/what/why about any line, file, or branch with blame, co-change, PR linkage.

CodebaseAgent-MCP is an MCP server that uses a lightweight RAG pipeline to delegate repository analysis to a dedicated OpenAI-compatible LLM, reducing token consumption by having the primary assistant receive only the relevant findings instead of repeatedly scanning the entire codebase.

Enables Claude to explore and analyze remote Git repositories, providing structured file contents and token estimates.

A local Git intelligence MCP server that provides deep repository analytics including hotspots, churn, knowledge maps, and risk scoring, all computed from commit history without data leaving your machine.

AI reads your codebase like a book - one page at a time. Pharaoh gives it the index and a map of how every chapter connects.

An advanced, AI-powered Model Context Protocol (MCP) server that acts as a comprehensive Growth Auditor, SEO Optimizer, and Code Fixer.

MCP server that migrates SAP Module Pool programs to RAP applications interactively, using AI and SAP ADT REST APIs with human approval at each step.

Integrates Google Gemini 3.1 with Claude Code to provide web search, large codebase analysis, multimodal image understanding, and creative brainstorming, leveraging Gemini's 1M token context and Google Search grounding.

MCP server that makes git rebase safe for agents by refusing unsafe operations, presenting conflicts as two intents, and verifying the branch's change against its base.

Enables Codex to scaffold small framework-free websites and critique them with sourced, severity-annotated findings that teach better design and development choices.