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"Understanding Gemini Thinking or Personality Traits" matching MCP servers:

  • Where's Waldo Rick

    bretbouchard
    F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides agentic vision capabilities for visual regression testing by capturing and comparing screenshots using Gemini Flash. It enables users to detect UI changes and conduct conversational investigations to distinguish between intended and unintended visual modifications.

  • SeedWeaver

    FixtureForge
    A
    license
    A
    quality
    B
    maintenance
    Generates realistic, referentially-coherent test data (SQL INSERTs, JSON, or CSV) from your database schema, resolving foreign keys and respecting constraints. Paste CREATE TABLE DDL or a JSON schema and get ready-to-run seed data with valid relationships.
    2
    56
    MIT

  • timeweaver-mcp

    FixtureForge
    A
    license
    A
    quality
    C
    maintenance
    Generates synthetic time-series test data with configurable trend, seasonality, noise, anomalies, and multiple correlated streams, outputting JSON, CSV, or SQL.
    2
    57
    MIT

  • testmo-mcp

    PeterAbah1819
    A
    license
    A
    quality
    C
    maintenance
    MCP server that integrates with Testmo to let AI assistants read projects, runs, results, and test cases, and create or update runs, results, and cases via natural language.
    15
    68
    MIT

  • peeko

    rocktane
    A
    license
    A
    quality
    C
    maintenance
    Peeko is a read-only MCP server that provides Claude with screenshots of iOS Simulators, Android emulators, or physical Android devices.
    6
    MIT

  • Ndlovu Code Reviewer

    shaunie2fly
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.
    1
    43
    2
    MIT

  • rei-checker

    fc0web
    A
    license
    A
    quality
    B
    maintenance
    Provides MCP tools to verify logical expressions and retrieve decision statistics, with verdicts VALID, INVALID, or UNDECIDED.
    2
    AGPL 3.0

  • mk-qa-master

    kao273183
    A
    license
    A
    quality
    A
    maintenance
    mcp-test-runner is an MCP server that lets your AI client (Claude / Cursor / Codex / Gemini) drive your entire QA loop end-to-end: * Run tests across pytest / Jest / Cypress / Go / Maestro — single MCP surface, one env var to switch * Analyze a URL (Web DOM probe) or a live mobile screen (Maestro hierarchy) to extract testable modules + candidate cases * Generate runna
    22
    38
    MIT

  • mcp-trustlayer

    neelbarm
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that lets an agent verify its own extracted data against a policy, returning per-field dispositions (post, review, or escaped) to catch confidently wrong answers.
    2
    MIT

  • Android DevTools MCP

    xleepy
    A
    license
    A
    quality
    C
    maintenance
    Enables an agent to inspect and interact with Android emulators or physical devices via ADB, capturing UI snapshots, tapping nodes, typing text, and reading app logs.
    10
    MIT

  • Review MCP Server

    je4550
    F
    license
    A
    quality
    D
    maintenance
    Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.
    4