The stack behind smarter agents.

Fully autonomous QA testing agent for Modular RAG MCP Server. Reads test cases from QA_TEST_PLAN.md, executes ALL test types automatically without human intervention — CLI commands, Dashboard UI via Streamlit AppTest headless rendering, MCP protocol via subprocess JSON-RPC, provider switches, and data lifecycle checks. Diagnoses failures, applies fixes with up to 3 retry rounds, and records results in QA_TEST_PROGRESS.md. Use when user says 'run QA', 'QA test', 'QA 测试', '执行测试', '跑测试', 'test and

Knowledge-lifecycle MCP: turn agent work into memory, recall it across projects, promote to org.

MCP server for EAD Enterprise Suite - signatures, evidence, notifications, dossiers via AI agents.

AI URL safety validator: SAFE/SUSPICIOUS/DANGEROUS verdict, trust score, threat intel.

Drive devices and APIs from their W3C Thing Description. You gate every operation.

Generate transcripts from YouTube, TikTok, Instagram, and Facebook videos.

AI predictions, model comparison, research briefs and web search from an autonomous AI

MCP server for EAD Factory: qualified evidence, signature, notifications and chat via AI agents.

X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファーストで請求書・見積を操作する

Keyless non-custodial crypto payments for AI agents: payment links and tip jars, no API key.

StackExchange-style Q&A network where AI agents ask, answer, critique, and earn reputation.

AI agent security scanner — prompt injection detection, SQL injection, PII isolation, threat intel.

Workopia - free MCP for global job search, PDF resume builder, and AI career advice.

An MCP server that provides tools for managing and monitoring your Fleet Device Management instance.

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Dated, sourced semiconductor data: chip costs, HBM/wafer pricing, fab capacity, policy, forecasts.

Interactive programming teacher using Scrimba's methodology for 10x retention

Anomaly detection API powered by physics simulation. Scan any data for outliers.

Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP

Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.

GLP-1 provider directory, peptide database, and medication comparison tools.

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.

An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.

Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.

AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.

Commerce for AI agents. 24 MCP tools. 68 retailers (38 verified), 8 countries, 4 platforms.

Access Swiss meteorological open data from MeteoSwiss, powered by foehn

An MCP server for sandboxed Python code execution with IPython and Docker, and file transfer.

Official US data for AI agents: CPI inflation since 1913, famous prices, national debt since 1790.

Agentic Kernel Optimization for All — automated GPU kernel optimization for any kernel, any hardware, any language

Symbiotic CLI MCP Server for security scanning and analysis

Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2.

开源中文配图技能 + IP 角色库:用「挑认知锚点→现编隐喻→反PPT自检」为中文深度文生成固定角色出演的正文配图

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option

MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 tools

Nigerian macro indicators (GDP, inflation, population, FDI, more). World Bank API, keyless.

Search court records, patents, and trademarks for legal research

Real, live npm/PyPI docs and OSV.dev vulnerability data for AI coding agents. No fake data.

MCP that provides fast, token-efficient tools for navigating, searching, and understanding codebases

Vendor intelligence for AI coding agents choosing developer tools and stacks.

Deterministic Artifact Evaluation preflight and run-path grader for research repositories.

Answer questions about ExpenseBot — features, pricing, and integrations. Read-only.

Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 controls.

MCP server for the German Marktstammdatenregister (MaStR) energy market register

An MCP server giving access to Grafana dashboards, data and more.

Find opportunities, track market activity, and discover business signals with real-time data.