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"Understanding and Analyzing Console Logs" matching MCP servers:

  • Octocode MCP

    bgauryy
    A
    license
    A
    quality
    B
    maintenance
    AI-powered code assistant that provides advanced search and discovery capabilities across GitHub and NPM ecosystems, helping users understand code patterns, implementations, and connections between repositories.
    Last updated
    13
    526
    889
    TypeScript
    MIT

  • vk-ads-mcp

    Qusto
    A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, retrieving statistics, and generating optimization recommendations.
    Last updated
    8
    1
    MIT

  • linkrescue-mcp

    carsonroell-debug
    A
    license
    A
    quality
    C
    maintenance
    MCP server for broken link detection, monitoring, and AI-powered fix suggestions. Scans URLs or sitemaps, estimates SEO and revenue impact, and returns actionable remediation steps. Built with FastMCP 3.x.
    Last updated
    4
    MIT
  • freeplay-mcp by freeplayai

    freeplay-mcpofficial

    freeplayai
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to interact with Freeplay, an ops platform for AI engineering teams, to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run experiments before deploying.
    Last updated
    9
    2
    Apache 2.0

  • Society Abstract MCP

    wearesociety
    A
    license
    A
    quality
    D
    maintenance
    Provides comprehensive wallet, token, and smart contract utilities for the Abstract Testnet and Mainnet, including balance checks, transfers, and ERC-20 deployments. It enables users to manage Abstract Global Wallets and generate EOA accounts through natural language commands.
    Last updated
    5
    5
    MIT

  • OpenAIRE MCP Server

    cessda
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer citation index, discovering citation relationships and retrieving metadata for publications, datasets, and software.
    Last updated
    2
    1
    Apache 2.0

  • Youth Policy Navigator

    todayoneul
    F
    license
    A
    quality
    C
    maintenance
    MCP server that searches and matches youth policies and subsidies, checks eligibility conditions against user profiles, and returns detailed reasons (eligible/ineligible/needs_more_info) to drive an agentic question-answer loop.
    Last updated
    6

  • mcp-server-peecai

    thein-art
    A
    license
    A
    quality
    B
    maintenance
    Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.
    Last updated
    17
    82
    2
    MIT

  • marktplaats-mcp

    jasp-nerd
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to search and monitor Dutch and Belgian classifieds (Marktplaats and 2dehands) for listings, seller profiles, and categories.
    Last updated
    5
    1
    MIT

  • Splitwise MCP Server

    AzeemWaqarRao
    F
    license
    A
    quality
    C
    maintenance
    A server that wraps the Splitwise API so Claude can read and manage expenses, including listing, creating, updating, and deleting expenses with support for equal and custom splits.
    Last updated
    5
  • Sendmux Email Inbox API + Sending by Sendmux

    Sendmux Email Inbox API +official

    Sendmux
    A
    license
    A
    quality
    A
    maintenance
    Sendmux is an email inbox API and email API for AI agents. Use this MCP server to let authorised agents work with Sendmux mailboxes, inbound email, clean JSON parsing, webhooks, outbound sending, provider routing, logs, billing, and team controls.
    Last updated
    30
    86
    MIT
  • Kastell by kastelldev

    Kastellofficial

    kastelldev
    A
    license
    A
    quality
    B
    maintenance
    Server security auditing (413 checks, 29 categories), production hardening, and fleet management. Supports Hetzner, DigitalOcean, Vultr, and Linode.
    Last updated
    17
    128
    56
    Apache 2.0

  • topos-mcp

    Krv-Labs
    A
    license
    A
    quality
    A
    maintenance
    Topos scores code quality by analyzing the geometric and topological structure of program graphs, surfacing structural debt that conventional linters can't compute. Gives coding agents a medal-scored (SLOP → GOLD) feedback loop for writing cleaner, more composable code.
    Last updated
    17
    19
    BSD 3-Clause

  • ani-mcp

    gavxm
    A
    license
    A
    quality
    A
    maintenance
    A smart AniList integration for the Model Context Protocol that provides AI assistants with tools for searching media, managing watchlists, and analyzing user anime or manga tastes. It goes beyond basic API calls by offering personalized recommendations, taste comparisons, and natural language profile summaries.
    Last updated
    2
    55
    276
    3
    MIT