A
license-
qualityD
maintenanceA test MCP server that exercises all MCP protocol features, including prompts, tools, resources, and sampling, for client builders.
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"Tools for optimizing prompts" matching MCP servers:
- Alicense-qualityDmaintenanceCode linting and style checking tools for AI agents, exposed as an MCP server. Supports style checks, naming conventions, complexity analysis, dead code detection, and import analysis.Last updated75MIT
- Alicense-qualityAmaintenanceA Model Context Protocol (MCP) server that provides testing and debugging tools for Stripe integrations, including test clock management, customer and product management, and subscription testing.Last updated79MIT
- Alicense-qualityDmaintenanceWebhook management and testing tools for AI agents. Provides tools for sending, validating, generating, and debugging webhooks.Last updated100MIT
- Alicense-qualityDmaintenanceProvides AI agents with web accessibility analysis tools via MCP, enabling checks for alt text, heading hierarchy, color contrast, ARIA validation, and form accessibility.Last updated61MIT
- AlicenseAqualityAmaintenanceA remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, $0.025 USDC), and compare_models (Claude vs GPT-4o head-to-head, $1.25 USDC). Remote HTTP server at /api/mcp.Last updated21092MIT
- AlicenseAqualityCmaintenanceFree MCP tools for context engineering audits of AI agents, offering on-demand analysis of system prompts, tool definitions, and context packing.Last updated375MIT
- AlicenseAqualityCmaintenanceExposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, resources, and prompts for AI agents like Claude Code and Aider, enabling seamless integration with AI development workflows.Last updated8MIT
- AlicenseAqualityCmaintenanceAn MCP server that grades prompts against a validated rubric, tracks real outcomes, and provides guidance grounded in research on what predicts good results.Last updated4MIT
- AlicenseAqualityDmaintenanceEnables LLM agents to programmatically inspect, debug, and test other MCP servers by wrapping the MCP Inspector CLI. Supports listing and calling tools, reading resources, and testing prompts on both local and remote MCP servers.Last updated619MIT
- AlicenseAqualityBmaintenanceAn MCP server for n8n that gives AI agents tools for generating workflows, linting, diagnosing failed executions, and driving live n8n instances.Last updated12122MIT
- AlicenseAqualityFmaintenanceA specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.Last updated144MIT
- AlicenseAqualityCmaintenanceValidates and tests llguidance grammars (Lark format), providing grammar validation, batch test execution, and syntax documentation.Last updated3MIT
- AlicenseAqualityBmaintenanceMCP server for Beaker lab automation, enabling system provisioning, job management, distro discovery, and failure diagnosis through 25 tools.Last updated271MIT
- AlicenseAqualityCmaintenanceProvides echo tools for testing MCP protocol functionality with message echoing, delayed responses, and JSON data analysis capabilities.Last updated31MIT
- AlicenseAqualityAmaintenanceZero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over any engine class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert).Last updated10523MIT
- AlicenseAqualityCmaintenanceEnables prompt optimization loops and regression test suites for Claude Code, with a companion web UI for real-time visualization of scores and prompt revisions.Last updated19MIT
- FlicenseAqualityDmaintenanceAn MCP server that provides tools for Godot Engine development, enabling users to run unit tests, check for syntax errors, and manage project scenes or exports.Last updated52
- FlicenseAqualityCmaintenanceEnables AI agents to query component governance rules, validate component props, and generate development prompts for questionnaire editors.Last updated4
- AlicenseAqualityBmaintenanceScaffolds new MCP servers for the OpenSIN-Code ecosystem with templates for Python, Node, Go; provides tools to add tools, test, validate, register, publish, and audit servers.Last updated8MIT
