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    maintenance
    Provides verified local trade and service business data (e.g., radon mitigation, foundation repair) to AI agents via tools like search_providers and list_niches.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides Web3 founders with tools for project scoring, portfolio matching, fund matching, hackathon discovery, jurisdiction analysis, Twitter audit, and smart contract security review. Works with MCP-compatible assistants without transmitting file contents.
    8
    100 npm
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A notes app that becomes your second brain. Open source, private, encrypted when you want it, and every file stays yours. Mac, Windows, Linux and self host!
    17
    1
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Let an AI agent read, write and scan the memory of running processes on Windows, Linux and macOS, Cheat Engine style: value scans, refinement and pointer chains.
    14
    21,339 PyPI
    226
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.
    8
    2
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to manage remote servers via SSH with 43 specialized tools for command execution, file editing, directory operations, and background tasks across Linux, macOS, and Windows.
    46
    47 PyPI
    8
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    The network-change verifier for AI agents: validate a BGP or routing change in a real containerlab lab before it reaches production, and get a pass, fail or inconclusive verdict with evidence. Runs on FRR, Nokia SR Linux, SONiC and Arista cEOS.
    8
    392 PyPI
    5
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    A small native HTTP client whose MCP server (plunger mcp) lets an AI agent send requests safely: undefined variables are refused, secrets are filled in by name and masked in results, and every request is recorded in a history you can see in the window. MIT licensed, for Windows, with a Linux build of the CLI and MCP server.
    17
    252 PyPI
    11
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI clients to produce probabilistic forecasts with prediction intervals for numeric time series such as sales, demand, traffic, and sensor readings, using a panel of zero-shot foundation models or an accuracy-weighted ensemble. Supports up to 64 series per call, optional covariates, horizons up to 512 steps, and usage or credit checks, all without training or feature engineering.
    4
    55 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients such as Claude Code, Codex, Cursor and Gemini CLI to control a Mac, Windows or Linux desktop by clicking, typing and reading real applications that have no API, using the accessibility tree rather than pixel guessing. It also lets agents replay saved tasks as skills without spending tokens and can type stored passwords into fields without exposing their values.
    1
    120 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to execute security testing tools on a Kali Linux machine over SSH, including reconnaissance, web app scanning, and static/dynamic analysis.
    11
    7 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Gives your AI assistant your career history: it saves and scores job postings, tailors a resume to each one from things you actually did, renders the PDF, and tracks your applications. Runs on your own computer with Maestro Career Studio, which installs with two commands on macOS, Linux and Windows.
    94
    3
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Cloud Linux desktops for AI agents. Create a computer, see its screen through screenshots, and drive it with click, type, drag and keys, or hand off a whole task with run_agent. Also hosted with OAuth at https://app.mandala.computer/mcp.
    125
    709 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Connects MCP-compatible AI clients to an explicitly authorized Windows, macOS, or Linux computer for controlled Machine, Browser, and Desktop execution, including files, shell commands, native apps, and local browser sessions. Also offers a separate hosted Cloud Browser for browser tasks that should run outside the user's own workstation.
    10 npm
    Apache 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    An MCP server that enables automated dataset creation and custom object detection model training through natural language interactions. It integrates foundation models like GroundedSAM for auto-labeling and supports training specialized YOLOv8 models using local or Unsplash images.
    4
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Gives an AI agent its own fleet of disposable Linux microVMs on hardware you control, with tools to spawn, execute commands in, fork from identical disk states, list, and destroy them. Enables safe parallel exploration and cleanup all within an isolated VM boundary.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Persistent Linux environments for AI agents, with interactive terminals, input-wait event feedback, background tasks, file transfers, and HTTPS previews. Connect through a local stdio MCP server. Requires an agend account; bring your own agent and model.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Servagent is an MCP server that enables a remote AI to take full control of a Linux server: command execution, file management, service administration, and more.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI-powered code analysis and repository scanning through six MCP tools, including house categorization, friction detection, recursive pattern finding, and equilibrium evaluation, with conversation memory and 24/7 cron operation on Cloudflare's free tier.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Turns your own VPS into an agent's remote computer, exposing shell and code execution, persistent workspace files, Bash PTYs, a Chromium browser, notes, scheduled tasks, and a streamed Linux desktop over MCP. Clients such as Claude Code or Codex can also use an authenticated REST API, CLI, and web console to drive the same shared workspace.
    14 npm
    23
    MIT
  • A
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    Not graded
    quality
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    maintenance
    Enables spawning ephemeral Linux sandbox containers using Docker and executing commands through an interactive TTY interface. Supports collaborative terminal sessions where both AI clients and humans can simultaneously interact with the same container.
    27
    MIT
  • A
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    quality
    D
    maintenance
    An MCP server that enables AI assistants to generate, score, and analyze DNA sequences using the evo2 genomic foundation model. It supports multiple execution modes including local GPU, SLURM clusters, and the Nvidia NIM cloud API for tasks like variant effect prediction and sequence embedding.
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables a computer-use agent to see and drive one isolated, sandboxed Linux desktop by exposing Anthropic's computer toolset actions alongside launching apps and listing windows, with screenshots scaled to a 1280-pixel longest side. It runs as a stdio MCP server scoped to a single screen and authenticated by an agent token.
    11 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides a configurable web server foundation for ioBroker home automation systems to implement Model Context Protocol functionality. Features HTTP/HTTPS support, authentication, and basic REST API endpoints for adapter integration.
    905 npm
    6
    MIT