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"Researching suitable MCP servers for specific tasks" matching MCP servers:

  • overseer-nvim-mcp

    impossiblecode
    A
    license
    A
    quality
    A
    maintenance
    MCP server for overseer.nvim — gives any MCP-capable coding agent running inside Neovim (Claude Code, Codex, Gemini CLI, opencode) the same visibility and control over tasks the user has: list, run, tail, restart, stop. Agent-started dev servers land in the user's own task list instead of becoming invisible orphaned processes.
    8
    7
    265
    MIT

  • 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

  • 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
    12
    ISC

  • Hello MCP Server

    mfang0126
    A
    license
    A
    quality
    D
    maintenance
    A simple MCP server that provides a basic greeting tool and serves as a starter template for AWS Lambda deployment. Demonstrates how to build and deploy MCP servers with both local development and cloud deployment capabilities.
    1
    14
    MIT

  • MCP Server Boilerplate

    SekiroKenjii
    A
    license
    A
    quality
    C
    maintenance
    A production-grade TypeScript starter for building Model Context Protocol servers, supporting stdio and Streamable HTTP transports with modular tools, resources, and prompts.
    1
    8
    MIT

  • arcpro-mcp

    qiobn
    A
    license
    A
    quality
    C
    maintenance
    Enables natural language control of live ArcGIS Pro sessions through the Model Context Protocol, allowing inspection of projects, layers, and attributes, and execution of geoprocessing tasks.
    25
    1
    MIT

  • dokploy-mcp-server

    sapientsai
    A
    license
    A
    quality
    B
    maintenance
    A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.
    22
    515
    2
    MIT

  • 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

  • Datai MCP Server

    Datai-Network
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to retrieve real-time data on wallet DeFi positions, token balances, and NFT holdings across multiple blockchains. It supports hundreds of protocols and provides specialized tools for chain-specific or protocol-specific portfolio analysis.
    8
    7
    3
    MIT

  • MCP-IQWiki

    BrainDAO
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that allows AI assistants and applications to access IQ.wiki data, enabling retrieval of specific wikis, user-created wikis, user-edited wikis, and detailed wiki activities.
    5
    16
    1
    MIT

  • Kimi MCP Server

    x51xxx
    A
    license
    A
    quality
    C
    maintenance
    Bridges MCP clients to Moonshot AI's Kimi Code CLI, enabling file analysis, brainstorming, batch tasks, code reviews, and session management within editors like Claude Desktop and Cursor.
    14
    43
    1
    MIT

  • Sage MCP

    sagemcp
    A
    license
    B
    quality
    F
    maintenance
    A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/API key authentication for 23+ services, enabling integration with Claude Desktop and other clients via a web interface and CLI.
    13
    44
    MIT

  • RTaskmaster MCP

    RagnarPitla
    A
    license
    B
    quality
    D
    maintenance
    A task management MCP server for AI-driven development, enabling creation, tracking, and organization of tasks with subtasks, priorities, and dependencies via natural language commands.
    13
    3
    MIT

  • obsidian-mcp-complete

    jagoff
    A
    license
    B
    quality
    C
    maintenance
    Local-first MCP server for Obsidian vaults with 66 tools for reading, writing, searching, and managing notes, tasks, graphs, and more. Works without Obsidian running and requires no plugins.
    66
    MIT

  • QGIS MCP

    nkarasiak
    A
    license
    B
    quality
    A
    maintenance
    An MCP server that enables AI assistants to directly control QGIS for tasks like layer management, feature editing, and map rendering. It provides a suite of 50 tools to execute processing algorithms and manage GIS projects through natural language commands.
    100
    220
    GPL 2.0