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"Guide to Deploying a Large Language Model Framework" matching MCP servers:

  • MCP Agentic Framework

    Piotr1215
    F
    license
    A
    quality
    C
    maintenance
    A communication framework that enables multiple AI agents to collaborate through asynchronous messaging, agent registration, and discovery. It facilitates complex task coordination and real-time discussion across distributed agent workflows using the Model Context Protocol.
    9
    11

  • Talk to Figma MCP

    kctw-dev
    A
    license
    B
    quality
    C
    maintenance
    Enables AI agents to directly control Figma Desktop via MCP, supporting UI creation, editing, prototyping, and variable management with over 60 tools.
    65
    1,109
    1
    MIT

  • accessibility-mcp

    nicolasgalvez
    A
    license
    A
    quality
    B
    maintenance
    Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives, keyboard guidance, and official source code examples for accessible widgets. It includes tools for listing patterns, retrieving specific specs, and performing semantic searches via Ollama.
    5
    28
    ISC

  • Production MCP Template

    RichFerry
    A
    license
    A
    quality
    D
    maintenance
    A production-grade, extensible Python template for building Model Context Protocol servers with support for Streamable HTTP and stdio transports. It provides a structured framework for implementing tools, resources, and prompts with built-in authentication, observability, and background task management.
    11
    MIT

  • MongoDB MCP Server

    Vijayakumar-DevOps
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. It enables AI assistants to query, manage, and operate on MongoDB data and Atlas resources through natural language.
    25
    206,191
    Apache 2.0
  • MongoDB MCP Server by mongodb-js

    MongoDB MCP Serverofficial

    mongodb-js
    A
    license
    B
    quality
    A
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with MongoDB Atlas resources through natural language, supporting database operations and Atlas management functions.
    28
    206,191
    1,097
    Apache 2.0

  • Google Cloud MCP Server

    krzko
    A
    license
    C
    quality
    D
    maintenance
    A Model Context Protocol server that connects to Google Cloud services, allowing users to query logs, interact with Spanner databases, and analyze Cloud Monitoring metrics through natural language interaction.
    40
    148
    82
    Apache 2.0

  • MCP Error Relay

    purelledhand
    A
    license
    A
    quality
    C
    maintenance
    Relays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.
    3
    7
    MIT

  • mcp-alphabanana

    tasopen
    A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    37
    8
    MIT

  • AT Protocol MCP Server

    cameronrye
    A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, through natural language. Supports public data access without authentication and full write operations with authentication.
    51
    51
    8
    MIT

  • PTY MCP Server

    almahdi
    A
    license
    A
    quality
    D
    maintenance
    A TypeScript-based server that enables programmatic management of pseudo-terminal sessions. It allows users to spawn, control, and interact with terminal processes in real-time through the Model Context Protocol.
    5
    19
    AGPL 3.0
  • MainWP MCP Server by mainwp

    MainWP MCP Serverofficial

    mainwp
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to manage WordPress networks through a MainWP Dashboard, including site management, updates, plugin/theme control, and bulk operations via natural language.
    2
    526
    18
    GPL 3.0
  • FoundRole MCP by foundrole

    FoundRole MCPofficial

    foundrole
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search live jobs, view full details, save and track applications in a Kanban board, set follow-up reminders, and subscribe to job alerts—no account needed for searching.
    20
    94
    MIT

  • mcp-whatsapp

    Sealjay
    A
    license
    A
    quality
    B
    maintenance
    Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp account as 41 MCP tools (messaging, groups, polls, media, privacy).
    42
    7
    MIT

  • rev-eng-cursor-regex-mcp

    blas0
    A
    license
    A
    quality
    C
    maintenance
    Enables fast literal and regex search over local workspaces using a sparse n-gram index for candidate pruning, with deterministic verification against file contents.
    8
    1
    MIT

  • festo-codesys-mcp

    efranceschetti
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that turns AI assistants into competent Festo/CODESYS PLC engineers by grounding them in curated, manufacturer-accurate knowledge and forcing every artifact through a machine-checked validation pipeline for CODESYS import.
    18
    45
    1
    MIT