A
licenseA
qualityC
maintenanceMCP server that provides tools for evaluating LLM agent reliability, including adversarial task generation, automated LLM-as-judge assessment, and confidence statistics.
3
1
MIT
72,644 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
ai.parallel
run.mcpize.pubmed-search
ai.parallel
io.github.pipeworx-io
"General search for 'task'" matching MCP servers:
- AlicenseAqualityAmaintenanceMCP server for managing test cases, cycles, and results in Zephyr Scale on self-hosted Jira. Enables AI agents to create, search, update, and delete test artifacts through natural language.41263MIT
- AlicenseAqualityCmaintenanceMCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.2MIT
- AlicenseAqualityAmaintenanceEnables AI agents to inspect Shadow Monitor capture files locally, with tools to load bundles, find errors, search network requests, and replay user actions.11261MIT
- 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).545MIT
- FlicenseBqualityDmaintenanceEnables checking npm packages for known security vulnerabilities using the OSV API before installation. Supports both single package checks and bulk vulnerability scanning for multiple packages at once.2
- AlicenseBqualityDmaintenanceEnables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.121MIT
- FlicenseCqualityDmaintenanceEnterprise-grade code intelligence platform providing AI-powered code analysis, semantic search, security scanning, and automated refactoring capabilities. Integrates with local AI models for zero-cost operations while delivering comprehensive development workflow automation.28
- AlicenseCqualityDmaintenanceA simple server implementing the Model Context Protocol (MCP) that echoes messages back, designed for testing MCP clients.12MIT
- FlicenseCqualityDmaintenanceA testing server that demonstrates Model Context Protocol features, providing access to user data, todos, and system information through resources, tools for user management and calculations, and prompt templates for various analyses.4
- AlicenseCqualityDmaintenanceEnables AI assistants to interact with Inflectra Spira for project, test, and requirements management, including artifact search, CRUD operations, and workspace configuration.10MIT
- AlicenseDqualityCmaintenanceEnables AI-powered interaction with ZenTao 11.3 legacy systems, supporting task, bug, requirement, and test case management via MCP protocol.48133MIT
- Alicense-qualityBmaintenanceMCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.Apache 2.0
- Alicense-qualityDmaintenanceA lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.1Apache 2.0
- Alicense-qualityDmaintenanceDetects and reports when AI coding agents modify files outside their declared task scope, comparing declared globs and categories with actual changes.MIT
Arm MCP Serverofficial
Alicense-qualityAmaintenanceProvides AI assistants with tools for Arm architecture development, migration, and optimization, including knowledge base search, code migration analysis, container inspection, assembly performance analysis, and workload performance testing.90Apache 2.0- Alicense-qualityBmaintenanceRetrieves captured bug context and evidence for coding agents, enabling progressive disclosure of sessions, manifests, and window correlations to diagnose and fix issues.MIT
- Alicense-qualityDmaintenanceA multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.1Apache 2.0
- Alicense-quality-maintenanceBridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.
- Alicense-qualityAmaintenanceMinimal MCP server for testing client support for resources/subscribe and notifications/resources/updated, simulating an asynchronous status update.39MIT
