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118,118 servers. Updated
20 Best Observability MCP Servers: compared and ranked, November 2026Ranked from 695 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
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    quality
    C
    maintenance
    Enables voice assistants to find nearby service providers, connect users to live video representatives for natural conversation, and handle appointment booking. It also returns confirmed bookings so the assistant can add them to its calendar.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides voice recognition and text extraction capabilities with support for both stdio and MCP modes, processing audio files or base64 encoded data and returning structured results with language, emotion, and speaker information.
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables AI agents to interact with the ParrotScribe transcription service on macOS, providing tools to start/stop transcription, retrieve real-time and historical transcripts, and search across sessions.
    8
    6 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Lets AI assistants query available voices from an OpenAI-compatible TTS service and synthesize text into audio with a chosen voice, tone, and speed, returning a public audio URL instead of Base64 data.
    2
    11 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables automated audio restoration, transcription, and speaker diarization via MCP tools for queuing files, monitoring progress, and retrieving speaker-labeled transcripts.
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A Model Context Protocol server that provides voice-AI session management and usage tracking tools for SpekoAI. It enables creating, retrieving, and ending voice sessions while monitoring usage through MCP clients like Claude Desktop.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    MCP server for Chamade — a voice and chat gateway that lets your AI agent join meetings and DMs on Discord, Microsoft Teams, Google Meet, Telegram, SIP, Zoom, Nextcloud Talk, Slack, and WhatsApp.
    118 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server for Telegram that enables reading messages and transcribing voice, audio, and video notes via the Telegram API for use with Codex and Claude Code.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude to run a structured learning program by selecting topics, delivering lectures to a local site, reading and grading answers, tracking progress, and closing completed topics. It also serves a localhost website for viewing the curriculum and progress.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI agents to manage voices and generate speech, multi-character dubbing, and batch audio through a local TTS service, including health checks and job polling.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables ChatGPT on the web to generate and play spoken audio through an embedded player, exposing a speak tool that renders text with selectable styles and scenes via configurable text-to-speech providers. It routes each request across ElevenLabs, Cartesia, Azure Speech, and DashScope in a configured failover order, picking providers by language and scenario.
    39 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to place, monitor, and hang up phone calls through authenticated tools, retrieve transcripts, and exchange correlated task results with a waiting host. It supports simulated or live calling with persisted call lifecycle records, duration limits, and idempotent requests.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Alexa+ to coordinate a household through 14 MCP tools: it tracks family members, auto-assigns and completes chores by workload, adds calendar events while reporting clashes, rotates pickup duty, manages a grocery list, and returns a spoken morning briefing with reasoning for every decision.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables running Claude Code continuously from Telegram with two-way voice notes, persistent memory, live tool-call progress, scheduled reminders, calendar access, and automatic daemon recovery. It also supports inline-button questions, group/forum threading, model routing, and a Mini App board for monitoring sessions, subagents, and token usage.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to ring or text a user's actual iPhone, read a question or update aloud, and return the spoken answer back to the agent as text. Calls and messages land in a single titled thread per agent, with tools for polling results, waiting for replies, and labeling conversations.
    35
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables chat-driven audio analysis and enhancement using local Claude, including denoising, EQ, compression, and loudness normalization, with an A/B viewer for synchronized comparison.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables running Claude Code continuously from Telegram, with two-way voice notes, persistent memory across restarts, a self-healing daemon, and live progress showing every tool call as it happens. Also supports scheduled reminders, calendar access, inline-button prompts, message history search, and a Mini App board for monitoring sessions and token use.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an AI agent to read and send real iMessages—including text, voice notes, stickers, links, images, and reactions—through a managed cloud phone line without needing a Mac.
    9 npm
    AGPL 3.0