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  • mcp-see

    simen
    F
    license
    A
    quality
    -
    maintenance
    Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI, Claude), performing tasks like image description, object detection with bounding boxes, region-specific analysis, and precise color extraction without consuming context window with raw pixels.
    4

  • time-mcp

    yokingma
    A
    license
    B
    quality
    D
    maintenance
    Giving LLMs Time Awareness Capabilities. Empower your LLMs with time awareness capabilities. Access current time, convert between timezones, and get timestamps effortlessly. Enhance your applications with precise time-related functionalities.
    6
    1,795
    69
    MIT

  • Cursor Agent MCP Server

    Darkstar326
    A
    license
    C
    quality
    C
    maintenance
    Wraps the cursor-agent CLI to provide cost-effective tools for repository analysis, code search, planning, and editing. Offloads heavy thinking tasks from the host AI to reduce token usage while maintaining precise, scoped workspace operations.
    7
    5
    MIT

  • Langgraph Deep Search MCP

    RyotaOzawa0
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensive research through multi-iteration deep searches and quick results. It provides high-quality analysis with automated citations and grounding metadata for thorough investigations.
    2
    MIT

  • OmniMCP

    OpenAdaptAI
    A
    license
    -
    quality
    C
    maintenance
    A server that provides rich UI context and interaction capabilities to AI models, enabling deep understanding of user interfaces through visual analysis and precise interaction via Model Context Protocol.
    72
    MIT

  • Search MCP Server

    krtw00
    A
    license
    -
    quality
    -
    maintenance
    A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.
    14

  • CodeMap MCP

    bbajt
    F
    license
    -
    quality
    B
    maintenance
    CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact, instead of brute-force reading thousands of lines of source code. One tool call. Precise answer. No context flood.
    17

  • grok-mcp

    PKWadsy
    A
    license
    A
    quality
    D
    maintenance
    MCP server that wraps the xAI Grok API, allowing Claude and other AI agents to delegate thinking, planning, and real-time search tasks to Grok. It provides a single tool with options for different use cases including web search, Twitter/X search, and multi-agent reasoning.
    2
    37
    MIT

  • unstuck-mcp

    SamuelH98
    F
    license
    A
    quality
    C
    maintenance
    Prevents coding agents from repeatedly attempting the same failed fix by tracking attempts and blocking further fixes until the agent uses its own web search tool.
    4

  • claude-skills-mcp

    K-Dense-AI
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server that provides intelligent search capabilities for discovering relevant Claude Agent Skills using vector embeddings and semantic similarity. This server implements the same progressive disclosure architecture that Anthropic describes in their Agent Skills enginee
    3
    396
    Apache 2.0

  • smart-router

    chris-asmussen
    A
    license
    A
    quality
    B
    maintenance
    A single MCP server that fronts many downstream MCP servers and Skills, exposing only four tools (search, call_tool, use_skill, admin) so that an agent's context window only ever sees search results on demand.
    5
    10
    MIT

  • agent-bus

    rishabhjava
    A
    license
    A
    quality
    B
    maintenance
    Enables multiple coding agents (Claude Code, Codex, Cursor) to discover each other's sessions, search transcripts, ask questions, and handoff tasks through a shared MCP server.
    5
    14
    MIT

  • Xploit47

    aloc999
    A
    license
    A
    quality
    B
    maintenance
    AI-powered penetration testing reasoning engine (MCP server) for attack path planning, step scoring, and tool recommendations using Beam Search and Monte Carlo Tree Search.
    1
    1
    MIT