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"How to document a codebase using Markdown" matching MCP servers:

  • runmeter

    Aptica-Solutions
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.
    6
    MIT

  • redis-mcp

    YawLabs
    A
    license
    A
    quality
    A
    maintenance
    Enables exploring and diagnosing a Redis instance from MCP clients with read-only safety, using SCAN instead of KEYS for safe key enumeration.
    7
    313
    1
    MIT

  • lograft

    nano-step
    A
    license
    A
    quality
    A
    maintenance
    MCP server that transforms raw log query results into structured incident reports (Markdown, JSON, HTML) with correlation to git commits and tickets.
    5
    16
    1
    MIT

  • dbt-mcp

    qraza
    F
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes a dbt project's run state as tools, enabling AI assistants to answer questions like 'is the warehouse healthy?' or 'what broke and why?' via plain English, using read-only access to dbt artifacts and warehouse data.
    4

  • Nanostores MCP

    Valyay
    A
    license
    A
    quality
    D
    maintenance
    The MCP server for Nanostores that scans your codebase with AST analysis to find stores, subscribers, and dependency chains, and can ingest live events to spot noisy, error-prone, or unused stores.
    12
    69
    1
    MIT

  • VMware-Monitor

    vmware-skills
    A
    license
    A
    quality
    A
    maintenance
    Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    27
    11
    MIT

  • competlab-mcp-server

    competlab
    A
    license
    A
    quality
    B
    maintenance
    Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.
    33
    2
    MIT

  • claude-usage-mcp

    NG-Bullseye
    F
    license
    A
    quality
    C
    maintenance
    Reports your Claude subscription usage (5-hour and weekly limits) with a forecast and velocity recommendation, using Claude Code's existing OAuth session without requiring an API key.
    2
    3

  • mssql-health-mcp

    dmcteknoloji
    A
    license
    A
    quality
    B
    maintenance
    Provides read-only SQL Server health and diagnostic tools using DMVs, enabling users to query server health, active queries with blocking, and missing indexes through natural language.
    3
    MIT

  • Vulnerability Registry MCP

    orcohen5
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that exposes a legacy vulnerability database as tools for LLM clients, enabling security analysts to query vulnerabilities using natural language through six specialized tools for vendor lookup, vulnerability search, and risk analysis.
    6
    MIT

  • clarity-mcp-multi

    Oak1997
    A
    license
    A
    quality
    C
    maintenance
    Enables managing multiple Microsoft Clarity projects by routing requests per client name using a token map, proxying the official Clarity MCP server with tools to list and switch clients.
    5
    11
    MIT

  • InstrumentsMCP

    nemanjavlahovic
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to profile iOS/macOS apps using Xcode Instruments, automate simulator interactions, and get structured performance data for optimization.
    37
    8
    18
    MIT

  • GlitchTip MCP Server

    hffmnnj
    A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to query, analyze, and resolve errors within the GlitchTip error tracking platform by providing access to issue details and stacktraces. It allows users to list unresolved issues and mark them as fixed using natural language commands.
    3
    2
    MIT

  • mcp-commands

    PuemMTH
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.
    5

  • Apache Health MCP

    justinmclean
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for querying and analyzing Apache Incubator podling health reports. It provides tools to list, search, and compare podling metrics across different time windows from Apache's health report Markdown files.
    9
    MIT