Skill · Optional
Best matchzoom-out
Maps higher-level modules and architecture in an unfamiliar codebase.
Recommended when architecture orientation in an unfamiliar codebase is needed.
229K installs · View skill ↗
Find My MCP · Decision results
Find My MCP
Match order reflects deterministic task and capability evidence, not a new editorial Ranking. Selected remains an editorial recommendation; Watchlist remains a candidate, not a recommendation.
What are you trying to do?
Recommended workflow
Understand an existing codebase
Context impact
sourcegraph · Not measured
Combined impact not available
MCP
sourcegraph
Search repository structure, files, symbols, and history-backed code context.
Workflow: Locate the relevant repository area → Trace the smallest set of source paths needed to answer the question → State the evidence-backed codebase model and open uncertainties
Optional methodology
Recommended MCPs
Only routes available under the current Client and Environment filters.
sourcegraph
Search and navigate authorized code across Sourcegraph repositories.
Search repository structure, files, symbols, and history-backed code context.
MCP100 SelectedCore recommendation
Explore alternatives
Compare other MCPs that may fit the same task or offer a different trade-off.
Candidate only—not a recommendation. Review the stated evidence gap before considering this Watchlist MCP.
Playwright MCP
Let AI clients inspect and automate web browsers with Playwright.
Adds browser inspection and automated interaction for testing application behavior.
MCP100 SelectedCore recommendation★ 37.5k
GitHub MCP
Work with repositories, issues, pull requests, and GitHub workflows.
Connects repository, issue, pull-request, and delivery workflows.
MCP100 SelectedCore recommendation★ 33.2k
Context7 MCP
Retrieve current library and framework documentation for coding agents.
Retrieves current framework and library documentation while coding.
MCP100 SelectedCore recommendation★ 62.4k
CodeGraph MCP
Build and query a semantic graph of a software codebase.
Builds structural codebase context for implementation and change analysis.
WatchlistCore recommendation★ 61