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116,590 servers. Updated
20 Best Documentation MCP Servers: compared and ranked, November 2026Ranked from 2,545 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Automate month-end close, run business rules, manage substitution variables, refresh databases, export data slices, and monitor job status through natural language. Built by Fred Mamadjanov, Oracle ACE and EPM Solution Architect.
    17
    MIT
  • A
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    B
    quality
    B
    maintenance
    Lets AI agents read, review, and edit PCB designs in Autodesk Fusion Electronics, covering schematic capture, placement, impedance-controlled routing, pours and stitching, design checks, and JLCPCB manufacturing outputs. Every change is verified by reading the design back from Fusion and rolled back if it does not match, with each tool call acting as a single undo step until the user saves.
    77
    4
    MIT
  • A
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    C
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    Enables MCP-compatible coding agents to inspect and automate Autodesk Fusion designs through a local add-in, with whole-task approval, recovery checkpoints, undoable transactions, and geometry validation.
    Apache 2.0
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    Enables OCI Enterprise AI models to invoke published Oracle Fusion AI Agent Studio workflows as MCP tools, handling Fusion tokens, asynchronous workflow invocation, bounded polling, and returning answers with evidence of the MCP call. Also provides a browser demo page with a direct Fusion test route alongside the full EAI-to-Fusion MCP path.
    MIT
  • F
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    quality
    A
    maintenance
    Enables AI assistants to discover and invoke generated CRUD actions as MCP tools and read-only data as MCP resources, so they can interact with REST APIs through a standard protocol.
    -
  • A
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    C
    maintenance
    A hosted Model Context Protocol server that lets AI agents triage review queues, investigate authors, tune policies and wordlists, respond to incidents, configure projects and webhooks, and report on moderation activity through a Moderation API account.
    MIT
  • F
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    B
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    Enables PDF conversion to DOC, merging multiple PDFs, reading document properties, and bundled storage file operations for complete upload-process-download workflows through MCP.
    -
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    D
    maintenance
    Provides full Discord API access via the Model Context Protocol, allowing users to manage servers, messages, channels, and webhooks through MCP clients. It is specifically designed for deployment on Cloudflare Workers to facilitate remote bot control.
    6
    Apache 2.0
  • A
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    quality
    D
    maintenance
    Enables remote control of Lovense toys through Claude using natural language commands. Supports vibration patterns, presets, and intensity control from any device via Cloudflare Workers.
    6
    Apache 2.0
  • F
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    quality
    C
    maintenance
    Enables AI assistants to create and manage dynamic QR codes, short links, and QR review funnels, and to read scan, click, and review statistics.
    -
  • F
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    C
    maintenance
    Provides a deterministic failure-decision API for MCP clients, returning one of six actions (RETRY_NOW, WAIT, REPAIR_REQUEST, VERIFY_FIRST, ESCALATE, ABORT) based on failure context to guide safe next steps.
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  • A
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    A
    quality
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    maintenance
    Enables users to manage their Zaim household account data through OAuth 1.0a authentication. It provides 14 tools to retrieve, create, update, and delete financial records and master data like categories and accounts.
    14
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A lightweight, local-first MCP server for executing HTTP requests and managing API collections and environments without cloud dependencies. It enables testing APIs, handling authentication, and importing OpenAPI specifications directly within MCP-compatible workflows.
    42
    103 npm
    13
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A universal MCP server that integrates any API with Claude Desktop by pointing it at a Swagger/OpenAPI spec, automatically generating tools for interaction.
    3
    44
    MIT
  • A
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    C
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    Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.
    24
    2
    ISC
  • A
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    quality
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    A Model Context Protocol server that enables Claude and other MCP-compatible AI assistants to securely access and manage PI Dashboard resources including categories and charts.
    18
    9 npm
    6
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.
    7
    5 npm
    7
    MIT
  • F
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    B
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    maintenance
    Facilitates secure and type-safe interactions with both v1 and v2 of the Glide API, allowing users to manage app data and perform CRUD operations on tables via a Model Context Protocol interface.
    6
    5
    -
  • A
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    D
    maintenance
    Enables WhatsApp Business messaging through Evolution API with support for creating instances, sending messages using dynamic templates, and managing contacts and groups. Includes 10+ predefined message templates for common business scenarios like order confirmations, appointment reminders, and promotional messages.
    25
    MIT
  • A
    license
    B
    quality
    C
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    Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling management of instances, messages, chats, groups, profiles, labels, webhooks, and integrations.
    64
    20 npm
    MIT
  • A
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    maintenance
    A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT APIs to facilitate spreadsheet code generation, AI chat integration, and comprehensive IoT device management. It allows users to perform CRUD operations on spreadsheets, integrate Azure AI models, and handle real-time MQTT messaging for IoT applications.
    11
    MIT