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"Startups in AI, Large Language Models, and AI Agents" matching MCP servers:

  • qa-ai-agents

    abchahal
    F
    license
    -
    quality
    B
    maintenance
    Enables automated QA testing by running a pipeline of AI agents that generate test scenarios, architect test layers, write Playwright tests, and review code, all grounded in feature requirements and API contracts.

  • ai-cortex

    ai-creed
    A
    license
    -
    quality
    B
    maintenance
    Provides durable project context for coding agents, including project maps, session history, and explicit memories, all stored locally.
    74
    6
    MIT

  • AI-Collab-Memory

    sodam-ai
    A
    license
    A
    quality
    -
    maintenance
    An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.
    7
    3

  • blend-ai

    HoldMyBeer-gg
    A
    license
    B
    quality
    B
    maintenance
    An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language commands.
    100
    126
    AGPL 3.0

  • ai-rotom

    nonz250
    A
    license
    -
    quality
    A
    maintenance
    MCP server for Pokémon battle advising: provides type matchups, damage calculation, party analysis, and move/ability data for AI agents like Claude Code and Codex.
    17
    MIT

  • puppet-ai

    transoff
    A
    license
    -
    quality
    D
    maintenance
    Full computer control for AI agents on macOS — see, click, type, scroll via MCP. Works with any app, all processing on-device with PII protection.
    MIT

  • ai-browser

    void-builder-1
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to fully control a terminal browser via MCP, navigating pages, filling forms, logging in, and managing cookies with deterministic numbered links and forms. Also provides an interactive human CLI.
    MIT

  • TaskFlow AI

    Agions
    A
    license
    -
    quality
    A
    maintenance
    TaskFlow AI is a premium MCP Server designed for AI editors, offering 40+ built-in tools covering file system, HTTP requests, databases, Git operations, and more.
    41
    15
    MIT

  • ai-trader

    whchien
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language.
    995
    GPL 3.0

  • strudel-ai

    bowmana
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to create and edit Strudel music code, render offline WAV audio, and obtain structured hearing reports with waveform, spectrogram, BPM, and onset analysis.
    AGPL 3.0

  • AI Text Detection with

    houtini-ai
    A
    license
    -
    quality
    C
    maintenance
    ai-detect is a free AI text detector that runs entirely on your own hardware. It scores writing sentence by sentence using desklib/ai-text-detector-v1.01, a 304-million-parameter DeBERTa-v3-large model that ranks first on the RAID detection benchmark. No API key, no per-word pricing and no upload: after a one-off 1.7 GB model download it just works offline. by Houtini
    MIT

  • Elite Dangerous Local AI Tie

    GWLlosa
    A
    license
    -
    quality
    D
    maintenance
    This MCP server provides real-time integration between Elite Dangerous and Claude Desktop, enabling AI-powered analysis of your gameplay data and dynamic generation of EDCoPilot custom content.
    1
    MIT

  • Mimic AI

    miapre
    A
    license
    A
    quality
    A
    maintenance
    Transforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.
    26
    95
    13
    MIT

  • Godot AI

    hi-godot
    A
    license
    A
    quality
    A
    maintenance
    Connects MCP clients directly to a live Godot editor, enabling AI assistants to build scenes, edit nodes, and control the editor through over 120 operations.
    45
    1,663
    MIT

  • ai-bridge

    SoulChildTc
    A
    license
    A
    quality
    C
    maintenance
    Enables terminal AI coding assistants to interact with web AI chat services through browser automation, supporting multiple platforms like Doubao and ChatGPT.
    3
    10
    MIT