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

Build a new feature

Context impact

Choose a reviewed context to see the applicable MCP context impact.

Choose the context that applies

Choose one route; these are alternatives, not a required MCP stack.

Use when the feature depends on current framework or package documentation.

Workflow: Implement the smallest sufficient change

Optional methodology

Skill · Optional

Best match

writing-plans

Creates an implementation plan for complex, not-yet-planned work.

Recommended when substantial multi-step work without an adequate plan.

228K installs · View skill ↗

Skill · Optional

grill-me

Clarifies genuinely uncertain requirements and decisions.

Also useful when requirements are genuinely unclear.

964K installs · View skill ↗

Skill · Optional

prototype

Validates unresolved interaction or state decisions with a bounded prototype.

Also useful when a throwaway prototype materially reduces uncertainty.

652K installs · View skill ↗

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