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licenseA
qualityC
maintenanceA local MCP server that packages LLM evaluation gates as reusable CI/CD primitives, enabling AI agents to run datasets against models, score responses, and enforce quality thresholds.
10
MIT
72,476 servers. Updated
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Matching MCP tools:
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io.github.The-Context-Company
com.llm-bus
io.github.aditya201551
app.era
"Understanding the Concept of LLM Context" matching MCP servers:
- AlicenseAqualityCmaintenanceMCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.2MIT
- AlicenseAqualityAmaintenanceDeterministic dependency + CVE context for AI coding tools, over the Model Context Protocol. A ~0.85 MB pure-Rust MCP server.21MIT
- Alicense-qualityDmaintenanceA LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.Apache 2.0
- Flicense-qualityBmaintenanceEnables AI agents and external systems to programmatically trigger and monitor Jenkins jobs, retrieve build status and logs via MCP standards.
- FlicenseAqualityCmaintenanceAutomates the full setup and deployment of Ballerina + Apache ActiveMQ integrations inside a WSO2 Integrator workspace, from broker validation to a runnable BI-low-code-ready project.9
- AlicenseAqualityAmaintenanceEnables AI coding agents to retrieve the latest stable versions of packages and tools across multiple ecosystems, preventing outdated dependency versions in generated code.47Apache 2.0
- FlicenseAqualityAmaintenanceCombines GitHub releases from multiple repositories into a single product release note, with context sources for LLM synthesis.7
- AlicenseAqualityBmaintenanceDevelopers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. š¤ Stops AI32MIT
- AlicenseAqualityBmaintenanceAnalyzes, plans, and benchmarks LLM workload migration from x86 to Arm64, generating measurable speedups using free GitHub Arm runners.4MIT
- AlicenseAqualityCmaintenanceEnables headless batchmode control of Unity projects for compile, test, build, and screenshot tasks, avoiding the need for an interactive editor.7MIT
LocalStack MCP Serverofficial
AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.750125Apache 2.0- AlicenseAqualityDmaintenanceAn MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.1012MIT
- AlicenseAqualityCmaintenanceEnables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.391MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to manage Bitbucket Cloud repositories, pull requests, branches, commits, pipelines, issues, and webhooks through the Model Context Protocol.81,051MIT
- AlicenseAqualityBmaintenanceUniversal deployment tracker for AI assistants, enabling real-time monitoring and management of deployments across Vercel, Netlify, and Cloudflare Pages without context switching.5359Apache 2.0
- AlicenseAqualityDmaintenanceProvides Xcode build, test, and package management operations through the Model Context Protocol.438MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol server that provides integration with the Coolify API, enabling DevOps teams to manage Coolify deployments, applications, services, and servers through MCP tools.3220842MIT
- FlicenseAqualityDmaintenanceEnables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.62
- AlicenseBqualityCmaintenanceAgentic data quality MCP server ā runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.64Apache 2.0
