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  • A
    license
    Not graded
    quality
    B
    maintenance
    Validates .mcp.json and claude_desktop_config files to catch duplicate server names, missing binaries, invalid environment variables, and unreachable endpoints. Reports each problem along with how to fix it, so silently failing MCP servers can be diagnosed and repaired.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A production-oriented reliability, benchmarking, and evaluation system that layers multi-version protocol negotiation, adaptive streaming, connection pooling, and resilience onto an MCP agent runtime.
    3
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    2
    113 npm
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Uindow ships a local MCP server (npx -y @uindow/cli mcp, stdio) that lets Claude, Cursor, VS Code, or any MCP client drive a real signed Chromium/Electron browser with genuine OS-level input. Tools exposed: app_docs, app_start, app_stop, app_status, list, create, update, delete, start, stop, status, execute, logs.
    38
    147 npm
    8
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables debugging Flutter apps on Android by exposing the widget tree and source locations, supporting hot reload and pixel-level UI diffs, along with filtered Android logs, crash traces, and device interaction.
    26
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLM coding agents to inspect, control, and verify remote ROS2 robotics applications without a local ROS2 installation, supporting topics, services, actions, parameters, TF transforms, and automated test suites.
    16
    Apache 2.0
  • A
    license
    B
    quality
    A
    maintenance
    Finds problems in your MCP servers before your users do. Scans your Claude config, checks every server's capabilities, actually calls tools to make sure they work, and catches breaking changes between versions.
    13
    1,420 npm
    135
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables any MCP client to plan and run verifiable analysis of engine hot-fire and bench test data through tools that open runs, segment phases, check sensor health, redlines, valve response and oscillations, compare simulations, verify every reported number against an evidence ledger, and write HTML reports. All findings stay traceable and reproducible from deterministic tool calls rather than raw samples.
    5
    46 PyPI
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Checks a CONTRIBUTING document against a repository's actual contribution gates, reporting documented and missing gates, coverage percentage, verdict, and extra topics.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables developers to capture structural snapshots of McDonald's MCP query results with real values stripped, compare snapshots to detect breaking field, type, or tool changes, and replay the recorded read-only tools over local stdio MCP for offline adapter regression tests and CI checks.
    200
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides production-grade starter templates for MCP servers with permission boundaries, integration tests, and eval contracts, enabling rapid development of secure and testable MCP servers.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables planning an ordered dependency upgrade path from caller-supplied release facts, returning the intermediate versions, the breaking changes each step introduces, and a verdict for the whole path. It also reports how many major boundaries are crossed and whether the chain actually reaches the target version.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to check email HTML for delivery-breaking problems before sending, returning structured diagnostics with rule id, severity, line and column, along with a tool that lists every available rule. It runs with no filesystem, network or environment access, so agents can validate markup without gaining new permissions.
    182 npm
    6
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Lets a coding agent drive a live GTA San Andreas 1.0 US process to read and write game state, spawn vehicles and peds, set up scenarios, capture screenshots, poke memory, and invoke any SCM opcode. It also hot-reloads ASI plugins under development without restarting the game, turning minute-long test cycles into seconds.
    MIT