Best File AI Skills & MCP Servers

MCP server for RuntimeScope — 46 tools for Claude Code runtime analysis

MCP server for remote filesystem operations on cloud storage (GCS, S3, etc.)

A Model Context Protocol (MCP) server for searching and retrieving Lottie animations from LottieFiles.

MCP server that formats files using .editorconfig rules

MCP server for SuperDoc. Lets AI agents open, read, edit, and save `.docx` files through the [Model Context Protocol](https://modelcontextprotocol.io).

Local MCP server for .upg files. Read and write product knowledge graphs offline.

MCP Server for Google AI Studio / Gemini API integration with file processing support

An MCP server providing tools to read PDF files.

Shared authentication library for F5 Distributed Cloud MCP servers - XDG-compliant profile management

Terminal Commander: local MCP-operated terminal/file signal channel with native Linux, Windows, and macOS packages.

A Model Context Protocol (MCP) server for powerful CSV file operations - read, write, query, transform, analyze CSV data with formulas and charts.

MCP server for file system operations

Intelligent file reading — multiple modes to minimize token usage.

File and repo structure outline — list exported symbols and directory trees without reading full content.

Shared utilities for Paparats MCP - path validation, gitignore filtering, language-aware exclude patterns

MCP server for iOS leak hunting and performance investigation. 42 tools across .memgraph, .trace, and .mxdiagnostic files. v1.18 adds analyzeMetricKitPayload (42nd tool, post-mortem production-diagnostics from MetricKit JSON payloads — crash clusters, han

MCP server for Google search via warm Chrome profile. No API key.

File-backed MCP server for coordinating multiple AI coding agents (Claude Code, Cursor, Cline, etc.) on the same machine.

Google Workspace MCP Server - Model Context Protocol server providing secure access to Google Drive, Docs, Sheets, Slides, Calendar, and Gmail through MCP clients e.g. Claude Desktop

MeMesh — Local memory for Claude Code and MCP coding agents. One SQLite file, zero cloud required.

Powerful MCP server with Tree-sitter WASM parsers for 100% AST accuracy. Zero native dependencies. Production-ready with persistent caching, structured logging, file watching, fuzzy search, rate limiting, file locking, and ReDoS protection. Supports TypeS

Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 30 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).

MCP server that gives Claude Code persistent memory of your codebase, backed by Gemini's 2M-token context. Includes eager `ask`/`code` for cached repo Q&A and `ask_agentic` for agentic file access on repos that exceed the model's input-token limit.

MCP server for browser automation using Playwright with profile management, page registry, and multi-browser support