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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables simulating deterministic tool failures and evaluating agent workflows against effect invariants, with action replay for reproducible fault analysis.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A unified Model Context Protocol server with pluggable tools and independent endpoints, allowing clients to selectively add specific tools like calculator, echo, and time utilities with fault isolation and secure authentication.
    402 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    A minimal MCP server providing synthetic embedded components and NTC fault codes, designed for hands-on workshop exercises with GitHub Copilot Chat Agent mode.
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for LobsterVault, enabling AI agents to securely store, retrieve, manage, and share encrypted secrets with KMS envelope encryption, including environment variable injection.
    11
    4 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets an AI agent request API keys and passwords from a human through an end-to-end encrypted one-time link and pass them to exactly one command or file, without the value ever entering the agent's context. Can also send secrets as self-destructing links.
    3
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that lets an AI assistant inspect and modify Keycloak realm, client, and protocol-mapper configuration across multiple Keycloak hosts.
    7
    78 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Local-first encrypted key-value vault for securely storing and retrieving secrets like API keys using AES-GCM 256-bit encryption and a PIN.
    9
    14 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Tells your coding agent which tests to run after a change, and whether a failing test is its fault. Tools: select_tests (only the tests the change can affect, with reasons), triage_failure (new regression, pre-existing, flaky or unknown) and explain. Needs a self-hosted siftwise server; fails open to the full suite. Tested with Claude Code, Copilot, Cursor, Codex and Gemini.
    3
    114 PyPI
    5
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Pull a Figma frame once, then let Claude Code, Codex or any MCP agent read it offline with no rate limits. Six read-only tools serve the normalized node tree, design tokens and locally built SVG icons from a vault you can commit, so teammates need no Figma token.
    6
    42 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.
    58
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives coding agents in-memory access to the language's specifications, diagnostic and fault catalogue, verified code recipes, and university curriculum, plus toolchain tools to check, evaluate, and test source when a local binary is installed.
    8
    Apache 2.0