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"Automated error detection in transformation processes" matching MCP servers:

  • error-broker

    amsultan2010
    A
    license
    -
    quality
    B
    maintenance
    Classifies agent errors and provides clear recovery actions (retry, escalate) with configurable categories and strategies, plus MCP tools for direct agent use.
    8
    MIT
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    296
    MIT
  • Amazon All-in-One Scrape MCP by pangolinfo

    Amazon All-in-One Scrape MCPofficial

    pangolinfo
    A
    license
    A
    quality
    A
    maintenance
    Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.
    19
    6
    MIT

  • brand-voice-mcp

    zoharbabin
    A
    license
    -
    quality
    A
    maintenance
    Enforces brand writing guidelines in Claude Code by analyzing Markdown files for violations and offering on-demand readability analysis and automated term fixes through MCP tools.
    61
    MIT

  • peru-gob-mcp

    AnderMC66
    F
    license
    -
    quality
    C
    maintenance
    MCP server for Peruvian government data, enabling search and anomaly detection in public procurement (OSCE) and legislative tracking (Congress), plus semantic search over both domains.

  • overseer-nvim-mcp

    impossiblecode
    A
    license
    A
    quality
    A
    maintenance
    MCP server for overseer.nvim — gives any MCP-capable coding agent running inside Neovim (Claude Code, Codex, Gemini CLI, opencode) the same visibility and control over tasks the user has: list, run, tail, restart, stop. Agent-started dev servers land in the user's own task list instead of becoming invisible orphaned processes.
    8
    7
    602
    MIT

  • rlg-mcp

    sebastienrousseau
    A
    license
    -
    quality
    A
    maintenance
    MCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.
    3
    4
    Apache 2.0

  • signalint

    TranQui004
    A
    license
    A
    quality
    A
    maintenance
    Signalint is an MCP server that provides JavaScript and TypeScript diagnostics by running Oxlint, TypeScript, and optionally Biome, with caching, clustering of repeated issues, and detection of oscillating diagnostics.
    2
    5
    604
    1
    MIT

  • skim-mcp

    JessieJanie
    A
    license
    A
    quality
    B
    maintenance
    Pay-per-use clean web reader for AI agents. URL in, markdown plus metadata out, in milliseconds. Settled per-call in USDC over x402 — no signup, no API keys.
    2
    1
    91
    2
    MIT

  • bash-vet-mcp

    temurkhan13
    A
    license
    A
    quality
    B
    maintenance
    MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -rf nested deep in chains, package-manager glob removal (apt remove 'nvidia'), dd/mkfs filesystem destruction, chmod 777 / chown -R privilege blast, network-exfil via curl | bash, chained shutdown/reboot, git destructive ops. 30 detection rules across 8 families. Sub-second, local, free, MCP-native.
    3
    MIT

  • whats-loaded-mcp

    stcmain
    A
    license
    A
    quality
    A
    maintenance
    Shows what is consuming your agent context window before a session starts: always-loaded skill descriptions ranked by token cost, skills installed more than once under different names, CLAUDE.md/AGENTS.md sizes including what their @import lines pull in, and MCP servers configured across clients. Read-only: no child processes, no network.
    5
    170
    MIT

  • pr-genius

    zsxh1990
    A
    license
    A
    quality
    A
    maintenance
    Evidence-backed PR contribution advisor MCP server. Analyzes PR contribution strategy using 550+ real case studies across 33 repos. Provides risk assessment, anti-pattern detection, and maintainer policy guidance.
    8
    2
    MIT

  • MCP Email Server

    Wh1isper
    A
    license
    A
    quality
    A
    maintenance
    Provides IMAP and SMTP capabilities, enabling developers to manage email services with seamless integration and automated workflows.
    14
    307
    BSD 3-Clause