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"Understanding the Concept of LLM Context" matching MCP servers:

  • LLM Bus

    danieldoderlein
    A
    license
    B
    quality
    C
    maintenance
    MCP server that provides a live coordination layer for AI agents, including attributable handoffs, a shared event ledger, atomic work-claiming, and advisory file leases to prevent collisions.
    27
    7
    AGPL 3.0

  • context-saver

    msuther898
    A
    license
    -
    quality
    D
    maintenance
    MCP proxy that reduces context usage through semantic tool routing, enabling on-demand discovery and routing of relevant tools.
    MIT

  • context-doctor

    KushalP1
    A
    license
    -
    quality
    C
    maintenance
    Provides MCP tools to profile and optimize LLM conversation context, identifying token waste and applying deterministic fixes to reduce context window usage.
    MIT

  • MCP of MCPs

    eliavamar
    A
    license
    -
    quality
    D
    maintenance
    A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.
    16
    10
    Apache 2.0

  • local-llm-mcp

    naka-koma
    A
    license
    A
    quality
    B
    maintenance
    A thin MCP server that delegates lightweight tasks from Claude Code or any MCP-compatible client to local or cloud LLMs via LiteLLM, supporting models like Ollama and cloud APIs as subagents.
    1
    MIT

  • context-firewall

    Alepha188838884
    A
    license
    A
    quality
    A
    maintenance
    Aggregator MCP proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery, and compresses large tool outputs (HTML→Markdown, JSON summarization) with full-output retrieval via read_more and a per-session token-savings report.
    4
    370
    1
    MIT

  • llm-cli-gateway

    verivus-oss
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) gateway for running Claude Code, Codex, Gemini, Grok, and Mistral (Vibe) CLIs from one MCP endpoint, with durable async jobs, session continuity, cache-aware prompting, observability, and personal-appliance setup tooling. Why developers try it: one local MCP endpoint for cross-LLM validation, multi-agent coding workflows.
    63
    160
    12
    MIT

  • Cross-LLM MCP Server

    JamesANZ
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides unified access to multiple LLM APIs including ChatGPT, Claude, and DeepSeek, allowing users to call different LLMs from MCP-compatible clients and combine their responses.
    7
    31
    16
    MIT

  • Symphony of One MCP

    ai-wes
    A
    license
    A
    quality
    F
    maintenance
    A multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.
    12
    14
    4
    MIT

  • ypollak2/llm-router

    ypollak2
    A
    license
    A
    quality
    A
    maintenance
    Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.
    60
    67
    MIT

  • LLM Bridge MCP

    sjquant
    A
    license
    B
    quality
    C
    maintenance
    Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek) through a standardized interface, making it easy to switch between models or use multiple models in the same application.
    1
    6
    MIT