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MCP servers tagged pytest
64 live MCP servers tagged "pytest", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with pytest.
Jumpstarter
Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.
Aegis Agent
No description published.
Proofagent Harness
Open-source test harness for AI agents. Stress-test production agents with adversarial multi-turn scenarios in CI
API Test MCP
A YAML-first API testing framework built for AI-assisted API workflows.
AI Agents Orchestrator
🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via…
kao273183/mk-qa-master
master`.
Tools Py
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code an…
Vitest MCP Assert
Vitest integration for mcp-assert: run MCP server assertion YAML files as Vitest tests
IntentForge
Intent-preserving deterministic CAD pipeline for editable, validated CadQuery models.
FailGate
The acceptance layer for bug fixes: a failing test sealed for every bug, then used to grade every PR that claims to fix it — human or AI agent.
Evenkeel
A FastAPI backend template that keeps its claims checkable — layer contracts, adapter conformance and the OpenAPI document are CI jobs, not README promises. The example is a walle…
Invaris Agentsec
Adversarial security testing for AI agents — prompt injection, tool misuse, memory poisoning, and MCP scanning, with CI-ready regression testing and reports.
Faultbench
Fake, stateful worlds with fault injection for testing tool-using AI agents — over MCP, asserted from pytest.
Test Framework
A pytest plugin for testing MCP (Model Context Protocol) servers
Momus MCP
Local-first MCP server and CLI that audits test suites for false-green tests: tautological assertions, mock-contract drift, and mock hygiene. Read-only and deterministic, across T…
Qikly
Generates a test suite from acceptance criteria, then converges code against it with an agent that never sees those criteria.
Mylonite
Open-source AI-layer security testing — probes your AI agent for weaknesses and writes a validated regression test for each one it finds, gating CI.
Medops Rag
可审计、多租户的企业知识库问答 Agent：多模态文档解析、SQLite FTS5 混合检索、LangGraph 受控编排、MCP、来源引用、拒答与 Vue 3 控制台。
Greythr Clone App API
A modern HR management system inspired by GreytHR, built to streamline employee records, payroll, and attendance. Designed for scalability and ease of use with a clean, intuitive…
Atomic Forge
The reliable, test-driven repair engine you can drop under any coding agent. Issue -> failing test -> repair -> PR. Library, CLI, GitHub Action.
Stockwatch Qa
Playwright + Python framework validating real-time stock data in a custom trading dashboard. UI automation via Playwright, API validation via finnhub-python, and AI-assisted test…
Migration Test Framework
Migration test framework
AI Test Failure Analyzer
8-phase evidence pipeline for Playwright, pytest, Jest, Cypress, Newman, k6, and JUnit failures. Scans git history, application logs, and config to produce confidence-scored root-…
Weather MCP Server
Production-grade AI Weather MCP Server — combines real-time weather data with LLM reasoning to deliver intelligent, grounded insights (clothing suggestions, travel advice, activit…
Knowledge Server
Production-oriented MCP-style FastAPI backend with typed tools, API key auth, scopes, audit logs, PostgreSQL search, Redis, metrics and CI.
Test Framework
A pytest plugin for testing MCP (Model Context Protocol) servers
A2a MCP Incident Commander
Autonomous Multi-Agent SRE & DevSecOps Incident Response Platform built with LangGraph, A2A Protocol, FastMCP, FastAPI, and Streamlit.
Enterprise Agentic Rag
Production-grade Corrective & Self-Reflective Agentic RAG Backend powered by FastAPI, LangGraph, PostgreSQL (pgvector), Hybrid Search (RRF), Celery, Redis, and FastMCP.
Tap
Host-driven end-to-end testing for Android, in Kotlin or Python: one server per machine, a separate on-device driver, JUnit 5 and pytest clients, and an MCP server for coding agen…
Marketing Analytics MCP Server
Read-only MCP server for deterministic SQLite campaign analytics, KPI calculation, and guarded SQL exploration.
HR Intelligence Platform
8-agent HR platform — LangGraph, MCP/FastMCP (28 tools), 1,909 tests, GCP Cloud Run
Pytest MCP Server
A Model Context Protocol (MCP) server designed to help track pytest failures and resolve errors faster using the 9 principles of debugging.
DataPulseSSE
DataPulseSSE is a lightweight FastAPI-based MCP server that uses Server‑Sent Events to stream asynchronous responses per client session. It includes simple Bearer auth (optional J…
Playwright Babyrefil
A production-ready, professional E2E test automation framework built with Playwright and Pytest.
Universal Decision Agent For Customer Support
A modular agentic workflow for automated customer support, built with LangGraph, LangChain, and multi-server MCP tools (KB, Account, Memory). Supports full ticket lifecycles, data…
QUOTEZ
MCP server exposing MetaTrader 5 market data to LLM agents as typed, read-only tools. No order placement code exists in it
TimmyTest
Zero-token test runner & AST test-gap analyzer for AI coding agents (Claude Code, Codex, Cursor, Copilot). Runs tests locally with 0 AI tokens, detects missing test modules, gener…
Pytest AI Agent
Auto-generate PyTest cases for FastAPI routes using Claude AI and MCP
Job Application Manager MCP
Developed a Python MCP server enabling AI clients to manage job applications through validated tools, persistent storage, automated integration tests and containerized deployment.
Aria Agentic AI Orchestrator Workflow Engine
Multi-utility AI chatbot combining LangGraph, Gemini 2.5, agentic RAG, intelligent tool routing, persistent threads, MCP integration, and LangSmith observability for production-re…
AI Test Explorer
🤖 Generación automática de tests de Playwright con exploración real de páginas + auto-healing
AI Fluency Capstone
CodePulse — MCP-powered DevOps audit agent that checks secret isolation, runs test suites, inspects scraper politeness, and writes Markdown audit reports.
Edgeverdict
A code review gate that verifies changes by executing tests, not by judging diffs. LLM proposes; a deterministic gate decides.
Personal AI Dashboard
🚀 Build a personal productivity dashboard with FastAPI and React to visualize focus, learning, and AI usage in a sleek, user-friendly interface.
Pytest Resilience Agent
pytest plugin that runs your LLM app under controlled chaos (timeouts, brownouts, rate limits, MCP errors, composed failures) and asserts it still meets its contract
Erp Lite MCP
A Model Context Protocol (MCP) server exposing ERP-style data (sales orders, inventory, purchase requisitions) to AI agents — with a real human-in-the-loop approval gate on write…
AI Project Explorer
An MCP-powered AI project explorer that exposes GitHub repositories as tools for AI assistants like Claude, Cursor, and ChatGPT.
Charity
Sample MCP server used to expose charity information in a flexible manner.
AI Incident Monitoring Rca Agent
Autonomous Level-1 SRE Incident Triage Agent built with LangGraph, FastMCP, and FastAPI. Evaluated on 30 golden incidents with 100% verified RCA and 0.0823 ECE.
Enterprise Code Security Agent
Autonomous Multi-Agent Code Review & Security Pipeline built with LangGraph, FastMCP, AST Scanners, and Human-in-the-Loop Governance.