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108,075 servers. Updated
20 Best PDF MCP Servers: compared and ranked, October 2026Ranked from 1,892 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    A
    maintenance
    Enables causal root cause analysis with 56 tools covering causal graph construction, 10 RCA model families plus 3 dedicated PyRCA algorithms (Salesforce PyRCA, BSD-3-Clause), multi-model consensus, and PDF/HTML/Excel/Markdown report generation. Works with Claude, Ollama, Groq, OpenAI, Gemini, LangChain, Cursor — 10 providers.
    56
    92 PyPI
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Official initMAX MCP server exposing the Zabbix API to AI assistants for monitoring and managing hosts, problems, templates, dashboards, and multiple Zabbix instances. Includes correlated monitoring views, graphs, anomaly detection, capacity forecasts, and PDF reports, with scoped tokens, read-only modes, OAuth 2.1, and an admin portal. Supports Streamable HTTP, SSE, and stdio.
    86
    241
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes knowledge retrieval to AI tools over MCP with dense, sparse, and hybrid search, RRF fusion, configurable reranking, and modular ingestion of PDF/Markdown documents including image captioning. It also provides query tracing and Ragas-based evaluation so pipelines can be swapped, debugged, and tested independently.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to operate and monitor Windows workspaces through native tools for filesystem operations, PowerShell execution, background tasks, Windows services, GPU telemetry, PDF generation, and a built-in web gateway/dashboard.
    26 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Exposes the entire Zabbix API as MCP tools so AI assistants and other MCP clients can query hosts, inspect problems, manage templates and dashboards, acknowledge events, and perform other Zabbix operations. It also adds pre-correlated summary views, graph rendering, anomaly detection and forecasting, PDF report generation, and a two-step write approval flow, with multi-server, token-scoped and read-only deployment options.
    AGPL 3.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables read-only monitoring and root-cause analysis of Azure Data Factory resources through MCP, allowing users to inspect factories, pipelines, and pipeline runs and diagnose failures via natural language.
    -