🧪测试自动化 MCP / Skill 推荐

MCP server for QMetry Test Management for Jira (QTM4J): test cases, cycles, executions, plans.

Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Zero-knowledge attestation for agent capability and trust score claims

Agent-native price and event oracle with cryptographic source attestation

Ed25519-signed MCP tool manifests + spawn attestation. Layer-2 supply-chain hardening.

MCP conformance test harness. JSON-RPC, OAuth 2.1 PKCE, schemas, smoke, annotations. CLI + lib.

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

Headless browser primitives for AI agents when sites need real JS rendering.

DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and compute tools on Base.

SAM.gov entity registration, exclusions, opportunities, contract awards. 15 tools.

MCP server for Pentest-Tools.com: run scans, manage findings and reports via your preffered LLM.

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

A/B testing for vibe coders: create, track, and ship experiments from your AI coding agent.

A Test MCP server that provides tools, promts and resources

Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

Fully local MCP server and CLI for web research

Generate fake user profiles and companies for tests, seed data, and AI agent demos.

Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.

Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/NPI lookups.

AI QA tester — real browsers scan sites for bugs, SEO, perf, and accessibility issues via chat.

MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro).

Sports MCP — wraps TheSportsDB API (free tier, test key 3, no auth required)

DEV.to MCP — wraps the DEV Community API (free, no auth for public reads)

SAM.gov MCP — Federal contract opportunities and entity registration data

Consult a multi-model panel on contested decisions via MCP: architecture, plan review, strategy.

MCP server for QMetry Test Management for Jira (QTM4J) Open API.

CVE intelligence, STRIDE, OWASP test cases via Ansvar Gateway. Cited, OAuth + paid.

Hosted Playwright API for AI agents. Returns a11y trees instead of screenshots.

Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.

Skybridge demo for QA and playground validation

Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/DKIM/DMARC).

Feature flagging and A/B testing platform with AI-first experimentation workflows.

Open-source MCP server for Zerodha Kite Connect. Portfolio, market data, backtesting, alerts.

End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

AI compliance attestation for EU AI Act, SR 11-7, HIPAA. Free local tier, no key required.

Community-built server providing real-time London transport data via the TfL Unified API

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.

Karma economy for AI agents. Community attestations, on-chain reputation on Arbitrum.

Help agents automatically write and test stories for your UI components.

Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.

MCP server for video enhancement (create_task, get_task_status, enhance_video_sync)

AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No coding required.

Check if an AI agent is trustworthy. Sybil detection, signed attestations, 150,000+ agents. Free.