alibaba-cloud-ops-mcp-server

An MCP server that gives any LLM or agent clean YouTube transcripts on demand: a single video, a whole channel, or a playlist, plus AI cleanup of auto-generated captions. API-key auth, credit-based, same backend as the public v1 API. Get a free API key with 25 free credits at youtubetranscriptdownload.com/account.

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smarter investments.

This application exposes a public, read-only MCP interface to Finnish public procurement law and case law. Available data: 1) Keywords — the Market Court procurement keyword vocabulary in Finnish and Swedish, totalling 412 keywords. 2) Public Procurement Act provisions — the Act on Public Procurement, linked per keyword. 2) Government proposal — HE 108/2016, reasoning per keyword. 3) Case-law summaries — one synthesised summary per keyword of relevant Market Court decisions. Summaries are currently available for 22 keywords (the most common grounds for procurement appeals). Each summary references up to 15 selected Market Court decisions. 4) MAO decision summaries — individual Market Court procurement rulings with metadata and Finlex links.

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

summarize chat message

AI image generation using various models

MCP server to provide Figma layout information to AI coding agents like Cursor

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

Persistent memory for AI agents. EU-hosted (Helsinki), privacy-first, deterministic sub-100ms hybrid (semantic + BM25) recall with no LLM in the hot path. Write-time contradiction detection, supersede chains with audit trails, staleness signals on every result, token-budget recall, multi-tenant namespaces, PII masking. Remote Streamable HTTP endpoint: https://usememra.com/mcp — free tier, no credit card. Also in the official MCP registry as com.usememra/memra.

One API for Search, Crawling, and Sitemaps

Give your AI agent live energy markets in one install. OilPriceAPI is the commodity-data MCP server behind fintech dashboards, fleet & logistics tools and maritime compliance platforms — the same API serves 2M+ requests every month. WHAT YOUR AGENT GETS • 26 production-grade tools: real-time spot prices, historical ranges, futures curves, price alerts and multi-commodity market briefs • 70+ commodities: Brent, WTI, Dubai crude, natural gas (Henry Hub, TTF, JKM LNG), EU carbon allowances (ETS), diesel, jet fuel, marine bunker fuels (VLSFO), gasoline, heating oil, coal, gold and more • Natural-language lookup — ask for "brent" or "european gas", not ticker codes BUILT FOR AGENTS • Works instantly in demo mode — no API key or signup needed to try it • Tool annotations (read-only/destructive hints) so agent frameworks can auto-approve safe calls • Automatic retries with backoff; typed errors that tell your agent exactly what to do next • Free tier unlocks 40+ commodities in seconds QUICK START npx -y oilpriceapi-mcp — or grab the one-click Claude Desktop extension from our GitHub releases. Docs: https://docs.oilpriceapi.com · Explorer: https://api.oilpriceapi.com/swagger · Free key: https://www.oilpriceapi.com/auth/signup

Search Shopify store intelligence, enrich domains, preview decision-maker contacts, and reveal approved contact channels from AI clients.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

Track brand mentions and keywords on Bluesky from inside any MCP agent. Returns posts with text, author, engagement counts, sentiment, links, and hashtags as clean JSON. No Bluesky login needed. Pay per result via Apify.

RadMail is an email operating system for agents. Over MCP it searches your real inbox (sender/subject/content, ranked), surfaces a "Right Now" lane, tracks commitments, and drafts reviewable replies. No tool can auto-send money, change banking, or make first contact — human-only forever (BEC defense), published as a machine-verifiable contract at radmail.ai/.well-known/agent-safety.json. Zero-auth sandbox to try in one call: https://radmail.ai/api/mcp/sandbox. Docs: https://radmail.ai/for-agents

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

Verified business-identity intelligence for AI agents & MCP clients — company verification, VAT, BORME, GLEIF, ownership and risk signals across 34 countries. Remote MCP server, free tier (100 req/day). Sources: BORME, VIES, GLEIF, Wikidata.

Turn Excel/CSV into charts AND answers over MCP. excel_inspect previews sheets & columns; excel_query filters/aggregates and returns real rows as JSON; excel_to_chart renders bar/line/pie/scatter/radar and returns a download URL. Credit-based.

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

TmpState (temp state) - a tokenless temporary JSON database. One curl creates a database; the URL is the only credential. No signup, no API keys, 24h free, $1 to keep for a week. Also a zero-key MCP server: https:// tmpstate.dev/mcp

GitLab API, enabling project management