Skip to main content
Glama
117,240 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,153 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"MCP servers from GitHub user smriti-AA" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed, and track model updates via structured diffs using the Artificial Analysis public API.
    7
    27 PyPI
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying independent LLM metrics (price, speed, benchmarks, providers) from Artificial Analysis through MCP, with caching and tier-aware access.
    4
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to query live artificialanalysis.ai data — leaderboards, model digests, benchmarks, pricing, cost-per-task, speed, provider endpoints, and image/video/speech/music arenas — through token-efficient table tools that need no API key. It works from the site's public RSC payloads by default, with an optional JSON-API backend (and automatic fallback) for capability and coding/agentic indexes.
    12
    1
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to your American Airlines AAdvantage account — mile balance, Loyalty Points progress, transaction history, upcoming trips, travel credits, and partner offers.
    13
    43 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude, Cursor, VS Code and Windsurf to store and query an auditable temporal event memory, extracting subject-verb-object events and retrieving them via hybrid semantic plus chronological search. It exposes tools for remembering, recalling, building timelines, and superseding outdated facts, with optional routing to a self-hosted PostgreSQL/Supabase database.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Central user-state database MCP server with durable profile facts and live virtual sensors (stress, room intensity) with configurable smoothing, readable by any agent or smart-home service.
    5
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. This is especially useful for developing desktop applications that require complex user interactions to test.
    1
    54
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for external computer-use that launches, observes, and interacts with any X11 application via AT-SPI2 accessibility tree and xdotool input injection.
    2
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that exposes any REST API to LLMs through runtime discovery, providing tools to browse endpoints, fetch schemas, and apply business rules without hardcoding or schema duplication.
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Exposes user, membership, and role administration tools via MCP, acting as a thin passthrough to a coordinator API with RBAC enforced by the coordinator using caller bearer tokens.
    8
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Integrates Telegram user account with MCP, exposing operations like reading and sending messages, managing chats, and more via stdio or SSE transport.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to directly control a personal Telegram account via MTProto, providing access to chats, messages, search, and account management features.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server demonstrating Streamable HTTP with Tools, Resources, and Prompts for user registration, login, and profile management via a REST API.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables end-to-end testing of voice-enabled web applications by simulating a synthetic user with a virtual microphone, virtual speakers, a real browser, and a viewable display, allowing audio injection, speech capture/transcription, and browser automation.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A read-only MCP server that exposes GitHub user profiles, repository info, and search via tools for AI assistants like Claude.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to access user profile data from the Sapphire Wellness App, including health alerts, personalised recommendations, and partner service subscriptions.
    -
  • F
    license
    A
    quality
    D
    maintenance
    Generates daily GitHub work summaries by analyzing commits across all repositories a user owns or contributes to. It provides tools to fetch today's commit activity and deduplicate repository-specific updates for easy reporting.
    3
    -