Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants
FileScopeMCP watches your code, ranks every file by importance, maps all dependencies, and keeps AI-generated summaries fresh in the background. When your LLM asks "what does this file do?" — it gets a real answer without reading the source.
better-sqlite3, tree-sitter): - Linux: sudo apt install build-essential python3 - macOS: xcode-select --install - Windows: Visual Studio Build Tools with C++ workloadCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| status | Broker connection, queue depth, LLM progress, watcher state |
| find_important_files | Top files by importance score with dependency counts |
| get_file_summary | Everything about a file: summary, concepts, change impact, exports, deps, staleness |
| list_files | Full file tree (no args) or flat top-N by importance (with maxItems) |
| find_symbol | Resolve a symbol name to file + line range; supports prefix match via trailing * |
| find_callers | Find all symbols that call a named symbol (TS/JS call graph) |
| find_callees | Find all symbols that a named symbol calls (TS/JS call graph) |
| search | Search file metadata across symbols, summaries, purpose, and paths |
| list_changed_since | Files changed since a timestamp or git SHA |
| get_communities | Louvain-clustered file groups by import coupling |
| detect_cycles | Find circular dependency chains |
| get_cycles_for_file | Cycles involving a specific file |
| scan_all | Queue files for LLM summarization via the broker |
| set_base_directory | Point at a different project |
{
"mcpServers": {
"filescopemcp": {
"command": "npx",
"args": ["-y", "filescope-install"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
better-sqlite3, tree-sitter): - Linux: sudo apt install build-essential python3 - macOS: xcode-select --install - Windows: Visual Studio Build Tools with C++ workloadThe original Chromium automation reference server — simple, screenshot-driven browser control.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Repository for MCP server implementation
AI-powered fitness content creator tools: video editing, image generation, workout plans, analytics.
MCP server for Claude Code — parallel multi-model queries, smart routing, image/video gen across OpenAI (GPT-5, GPT Image), Gemini (Imagen 4, Veo)
Local audio transcription using whisper.cpp. Transcribe with OpenAI Whisper models.