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  • mcp-lens

    helygp
    A
    license
    A
    quality
    B
    maintenance
    A reference implementation of the mcp-lens pattern for progressive disclosure in MCP servers. It exposes three stable meta-tools to search, inspect, and execute capabilities, keeping tool-definition costs constant as the catalog grows.
    3
    Apache 2.0

  • o3-search MCP

    yoshiko-pg
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.
    1
    75
    288
    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

  • Remote MCP Server on

    yripper
    F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.
    1
    10

  • 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

  • OH-MCPStack

    123123213weqw
    A
    license
    -
    quality
    B
    maintenance
    A system-level MCP protocol stack for OpenHarmony that provides unified tool discovery, caching, security, and statistics for agents, reducing context overhead and improving throughput via a user-space daemon (mcpd).
    MIT

  • perceive

    gauthierpiarrette
    A
    license
    -
    quality
    A
    maintenance
    Reachability-filtered browser perception and actions for AI agents. Filters snapshots to elements a user could actually reach (removes modal-occluded, closed-drawer, off-screen and inert elements), with ref-stable snapshots and state diffs.
    1
    Apache 2.0

  • Remote MCP Server on

    sargioboys51
    A
    license
    -
    quality
    C
    maintenance
    A deployable Model Context Protocol server that runs on Cloudflare Workers without requiring authentication, allowing users to create custom AI tools and connect them to clients like Claude Desktop and Cloudflare AI Playground.
    2,504
    MIT

  • Agent HTTP

    mberg
    A
    license
    -
    quality
    D
    maintenance
    Provides an HTTP API for Claude Code using a native MCP channel to enable stable message exchange without terminal screen-scraping. It allows users to programmatically send messages, retrieve conversation history, and stream real-time events via standard web protocols.
    13
    MIT

  • no-crd

    nogoo9
    A
    license
    -
    quality
    B
    maintenance
    Enables AI agents to dynamically spawn, route to, and manage ephemeral containerized sandboxes on Kubernetes without requiring Custom Resource Definitions or cluster-level operators.
    278
    2
    Apache 2.0

  • 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

  • FastAPI MCP SSE

    panz2018
    A
    license
    -
    quality
    D
    maintenance
    A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.
    51
    MIT

  • A2A MCP Server

    ericabouaf
    A
    license
    -
    quality
    D
    maintenance
    Enables LLMs to communicate with Agent-to-Agent (A2A) protocol compliant agents, providing tools for sending messages, managing tasks, and retrieving agent information.
    13
    MIT