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Knowledge Management · Developer Tools

admica/filescopemcp
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.
See repository
Setup steps are in the repository README.
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
set_file_summary
Manually set or override a file's LLM summary
set_file_importance
Manually set a file's importance score (0-10)
exclude_and_remove
Drop files/patterns from tracking (destructive)
Details on this page are taken from the project's README. Open README
Clients mentioned in this server's README:

1Panel-dev/MaxKB
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bytedance/UI-TARS-desktop
TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).

supermemoryai/supermemory
State-of-the-art memory and context engine for AI.

topoteretes/cognee
Cognee - The Free Open-Source AI Memory Platform for Agents.

makenotion/notion-mcp-server
For the best experience, use Remote Notion MCP, our official hosted MCP server. This repository is a separate, self-hosted MCP server implementation that is no longer actively maintained or supported. Please use Remote Notion MCP instead.

cyberagiinc/devdocs
[!WARNING] DevDocs Status: Not publicly maintained. Enhanced internal version at CyberAGI — public release coming soon. If you have any questions please reach out to info@cyberagi.ai.