Best File AI Skills & MCP Servers

An MCP app for inspecting audio files in audio workflows. Playback, metadata, statistics

MCP server that scans your codebase for TODOs, FIXMEs, code complexity, file stats, and tech debt signals. Zero config.

AI Governance Era v6.1: loungeservice-grade project initialization. Creates 8-folder structure with complete AI governance (AI_RULES.md, AI_ROLE_MATRIX.yaml, NAMING_EXCEPTIONS.md, DEVELOPMENT.md, project.md) and bridge files (.cursorrules, .windsurfrules)

Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.

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

Self-learning vector memory for AI agents — single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP tools, hybrid (BM25 + dense) retrieval, GNN attention. 1

Install SKILL.md files, MCP servers, and AGENTS.md guidance for any coding agent. Ships both a Node API and a CLI.

MCP server for terminal operations and file editing

codesession — Track AI agent costs, tokens, files & commits. Session tracker for Claude Code, OpenClaw, Codex, GPT, Cursor, Windsurf, Cline & any AI agent. Budget enforcement, auto-pricing, MCP server, web dashboard. Also known as codesession-cli, code se

Universal AI Development Platform with working MCP integration, multi-provider support, voice (TTS/STT/realtime), and professional CLI. 58+ external MCP servers discoverable, multimodal file processing, RAG pipelines. Build, test, and deploy AI applicatio

KERN MCP server — compile, review, and analyze .kern files via MCP

An MCP server providing tools to read PDF files.

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

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

An MCP server providing tools to read PDF files.

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

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

Knowledge graph builder — construct a graph of code entities (files, functions, types) and their relationships.

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

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

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