Find My MCP · Decision results

Best matches for "Build and test an application"

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.

New task

Core stack

Evidence-backed matches; empty slots stay empty.

Playwright MCP

MCP100 Selected

Let AI clients inspect and automate web browsers with Playwright.

Why it matched
Adds browser inspection and automated interaction for testing application behavior.
Keep in mind
Does not replace source control, unit tests, or application-specific test design.
Finder compatibility
Claude Code
State
Publisher documented
Connection
Local stdioThe MCP publisher provides client-specific setup instructions.
Evidence date
36.1k stars6.4M 30-day package downloadsUpdated Jul 9, 2026
Browser AutomationBest fit: Specialized workflowsFirst-party MCP · Microsoft

Industries: Media & Marketing · Retail & E-commerce · Software & Technology

Start comparisonCore evidence reviewed

Evidence reviewed Aug 14, 2026

GitHub MCP

MCP100 Selected

Work with repositories, issues, pull requests, and GitHub workflows.

Why it matched
Connects repository, issue, pull-request, and delivery workflows.
Keep in mind
Repository access can include write actions and should start with limited permissions.
Finder compatibility
Claude Code
State
Publisher documented
Connection
Streamable HTTPThe MCP publisher provides client-specific setup instructions.
Evidence date
32.2k starsNo public package download dataUpdated Aug 14, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · GitHub

Industries: Education & Research · Software & Technology

Start comparisonCore evidence reviewed

Evidence reviewed Aug 14, 2026

Context7 MCP

MCP100 Selected

Retrieve current library and framework documentation for coding agents.

Why it matched
Retrieves current framework and library documentation while coding.
Keep in mind
Documentation context does not inspect or execute the application.
Finder compatibility
Claude Code
State
MCP100 logic checked
Connection
Streamable HTTPThe publisher connection details were combined with this client's official MCP transport configuration; installation was not executed by MCP100.
Evidence date
60.7k stars3.9M 30-day package downloadsUpdated Aug 11, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · Upstash

Industries: Education & Research · Software & Technology

Start comparisonCore evidence reviewed

Evidence reviewed Aug 14, 2026

Optional additions

Complementary MCPs with a distinct supporting role.

Candidate only—not a recommendation. Review the stated evidence gap before considering this Watchlist MCP.

CodeGraph MCP

Watchlist candidate

Build and query a semantic graph of a software codebase.

Why it matched
Builds structural codebase context for implementation and change analysis.
Keep in mind
Indexing adds setup work and does not replace runtime verification.
Finder compatibility
Claude Code
State
MCP100 logic checked
Connection
Local stdioThe publisher connection details were combined with this client's official MCP transport configuration; installation was not executed by MCP100.
Evidence date
61 stars5.5k 30-day package downloadsUpdated Aug 10, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · CodeGraph AI

Industries: Software & Technology

Start comparisonDecision caution

Evidence reviewed Aug 14, 2026