A
licenseA
qualityA
maintenanceAn MCP server giving coding agents context-window-aware code search and safe, atomic multi-file edits — built to cut token usage on large codebases without sacrificing correctness.
Last updated
3
65
5
MIT
61,455 servers. Last updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
com.stagenth
ai.smithery
io.github.bendtherules
ai.primateintelligence
"Understanding File Usage" matching MCP servers:
- AlicenseAqualityBmaintenanceAn MCP server that helps AI agents comprehend a codebase by providing tools for navigating, searching, and understanding code structure and history.Last updated10MIT
- AlicenseAqualityCmaintenanceEnables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.Last updated492MIT
- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.Last updated53MIT
- AlicenseAqualityCmaintenanceAnalyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabling prop usage tracking, component analysis, and TypeScript support.Last updated453MIT
- AlicenseAqualityAmaintenanceAn MCP server providing 63 semantic analysis tools for Java, built directly on Eclipse JDT for compiler-accurate code understanding.Last updated7534MIT
- AlicenseAqualityAmaintenanceEnables AI assistants to maintain persistent understanding of code projects across chat sessions via a SQLite brain that caches structural maps, summaries, and decisions. Provides tools for querying project structure, searching code, and recording insights to reduce token usage and avoid re-analysis.Last updated166MIT
- AlicenseAqualityCmaintenanceProvides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.Last updated6Apache 2.0
- FlicenseAqualityDmaintenanceReduces Claude's context window costs by automatically summarizing inactive files to their public interfaces using AST parsing, keeping only the full contents of the currently active file.Last updated6
- AlicenseAqualityBmaintenanceAn extensible MCP server that provides intelligent Python code analysis, navigation, and understanding capabilities for AI assistants like Claude.Last updated25MIT
- FlicenseAqualityDmaintenanceMCP server that exposes llm-tldr code analysis tools (tree, structure, context, search, impact, etc.) to MCP clients like Claude Code for project understanding and debugging.Last updated18
- AlicenseAqualityBmaintenanceAnalyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.Last updated83MIT
- AlicenseAqualityCmaintenanceGives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.Last updated2327MIT
- AlicenseAqualityBmaintenanceEnables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.Last updated62618MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to analyze GDScript code structure, extract symbols, functions, and dependencies without reading entire files. Supports efficient navigation and understanding of Godot game engine codebases through tree-sitter parsing.Last updated81MIT
- AlicenseAqualityDmaintenanceProvides deep git file-level forensics tools to analyze detailed file histories, changes, and patterns within git repositories, focusing on individual file analysis rather than repository-wide operations.Last updated41Apache 2.0
- FlicenseAqualityDmaintenanceThe server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.Last updated427
- AlicenseBqualityAmaintenanceLocal-first codebase intelligence engine providing AI coding agents with a typed MCP toolset for understanding and navigating code repositories.Last updated10050Apache 2.0
- AlicenseBqualityFmaintenanceLocal-first codebase context engine that parses code into a ranked dependency graph and serves it to AI tools via MCP for deep structural understanding.Last updated551MIT