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"A service for application performance monitoring and observability" matching MCP servers:

  • claude-debugs-for-you

    jasonjmcghee
    A
    license
    -
    quality
    C
    maintenance
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated
    7
    512
    MIT

  • lens

    tools-for-agents
    A
    license
    -
    quality
    B
    maintenance
    Provides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.
    Last updated
    MIT

  • Think Tool MCP Server

    PhillipRt
    A
    license
    A
    quality
    D
    maintenance
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    Last updated
    1
    38
    126
    MIT

  • CLI Agent MCP

    shiharuharu
    A
    license
    A
    quality
    F
    maintenance
    Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and OpenCode) through a single MCP interface with real-time task monitoring, enabling specialized code analysis, UI design, implementation, and prototyping workflows.
    Last updated
    11
    21
    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.
    Last updated
    63
    532
    10
    MIT

  • Qwen3-Coder MCP Server

    keithah
    F
    license
    B
    quality
    D
    maintenance
    Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.
    Last updated
    5

  • Jules MCP Server

    TheRealAshik
    A
    license
    B
    quality
    -
    maintenance
    Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.
    Last updated
    3
    17
    4

  • planchette

    shahriarshm
    A
    license
    -
    quality
    B
    maintenance
    Enables coding agents to control other application windows by providing primitives for clicking, typing, capturing screenshots, and window management. Supports macOS, Windows, and Linux.
    Last updated
    MIT

  • CURSOR25X

    tuncer-byte
    A
    license
    -
    quality
    D
    maintenance
    An interactive task loop MCP server for Cursor IDE that enables continuous web application development through a persistent terminal-based task processing system. It automates file management and project operations by processing user input in a continuous loop using integrated Cursor rules.
    Last updated
    22
    MIT

  • Polyagent MCP

    execveat
    A
    license
    -
    quality
    D
    maintenance
    Enables any MCP-compatible client to use existing Claude Code agents from .claude/agents/ directories. Spawns agents in separate CLI sessions for better context optimization and performance across Codex, Gemini CLI, and other AI coding assistants.
    Last updated
    3
    MIT

  • MCP AI POC

    drewtech
    A
    license
    -
    quality
    D
    maintenance
    Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.
    Last updated
    MIT