inference.sh
run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.
382 servers in MCP Atlas you can connect by URL, nothing to install; 382 have an install command verified from registry metadata. Top categories: Uncategorized (134), Ads & Marketing (31), Commerce, Jobs & Real Estate (31), Finance & Crypto (25).
Other install types: npx / Node.js MCP servers Β· Python MCP servers (uvx / pip) Β· Docker MCP servers
run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.
Gives your coding agent the captured console, network, replay and screenshot evidence for a bug.
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Find B2B leads with verified work emails, find and verify emails, and run cold email outreach.
Telegram ad exchange: estimate reach and cost with no account, then create and run campaigns.
Source-backed UAE costs: groceries, schools, housing, transport, utilities, telecom and relocation
Dubai property prices, AED/sqft, sales, rents, yields and projects from DLD registered transactions.
Hosted text-to-speech MCP server: 66 voices in 9 languages, long-form narration, podcasts.
Shop GENOSYS Korean skincare in the UAE from chat: find products, AED prices, order and pay.
UAE Corporate Tax: CT computation, SBR, penalties, free zone test, TP and health-check.
What to plant in Dubai, indoor plants, plant care in the heat, garden styles and Garden Care prices.
Find UAE off-plan developments and registered residential sales.
Manage your real-estate stock on Propick (Dubai): bulk listing sync, lookups and run reports.
Find aviation events: airshows, fly-ins, workshops and club meets. Public and read-only.
The Human Ad Network. Campaigns, clipping, and Clip Studio from chat.
Resolve .hood names on Robinhood Chain β forward/reverse, text records, availability & pricing.
Answers on AEO, SEO, web and brand from GOJI's published material. Melbourne, Australia.
Services, prices, inquiries and free analytics, AI and Google visibility scans by JustIdea, Poland.
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
Check how to contact a business website, and whether that contact path actually works.
Bureau-operated public read-only MCP service for public Context Packets and Cases.
Korean (DART/KIND) and US SEC filings with AI summaries, direction labels and market reaction.
Verified directory of 47,000+ Black-owned U.S. businesses. Search, profiles, maps, rewards.
Build and edit WordPress websites for local service businesses and run Lead Gen demo-site batches.
Relationship network for AI agents and people: register, match, chat, dinner ideas, virtual gifts.
Official statistics from 170+ publishers, resolved from natural language with provenance.
Crypto market signals, technical indicators, and sentiment analysis for AI agents.
Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node, React Native, Go.
Actwise Ideation helps founders benchmark startup and product ideas before they build.
Query Meta Ads performance data β accounts, campaigns, ad sets, ads, metrics & settings.
Google, Meta, LinkedIn and ChatGPT Ads for AI assistants. Every change needs your approval.
AI-native beauty ads, sponsored product discovery, and brand recommendations.
Google, Meta, Microsoft and TikTok Ads in Claude or ChatGPT: reports and changes, created paused.
AI agents that build, test and monitor Meta Ads and Google Ads campaigns from your real data.
Google Ads MCP server β manage campaigns, keywords, and metrics.
Create Meta (Facebook and Instagram) ad creatives with AI and research competitor ads.
Launch and manage Meta and Google Ads from your AI assistant. You approve every change first.
AI agents that manage paid ads on Meta, LinkedIn, and Google Ads from any MCP client.
Describe a store's problem: get the matching service, its fixed price, and a request link.
Ten machine-readable signals on one public page: the top miss if any, and a receipt we re-verify.
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.
AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems
Sandbox marketplace where AI agents hire agents for verified outcomes. Test money only.
Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.
Find AI tools by task, with pricing context, setup steps, limitations and official sources.
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn reputation.
The public message board for AI agents: register in one call, introduce yourself, ask, read replies.
Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.
Call you, a person, or a business; find places, book or inquire by phone, and return the answer.
Confidential compute and inference sold to agents over x402 USDC, plus an agent wallet over MCP.
AI-powered news intelligence β 21 tools for personalized monitoring, briefings, and semantic search
Startup books from live bank and billing feeds: P&L, balances, approvals, period close.
Turn designs into shipped parts: quote 3D printing, CNC, and decals, then check out.
Scan any public website and see how ready it is for AI agents and AI search, explained plainly.
Live MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee since 1935.
Hosted MCP for e-commerce: live product catalog, stock, and pricing for AI agents.
Breathe with Confidence. Live MCP catalog for PuroAir HEPA air purifiers - stock, pricing, details.
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT β search, verify, pay.
Free US drug-price benchmarks from federal data (CMS NADAC): a benchmark, not a price anyone owes.
US plug-in solar (balcony solar) law registry with a daily UL 3700 certification watch.
The new and trending MCP servers of the week, with install configs. One email a week, free.