"Connecting to a Surreal database" matching MCP connectors:

Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.

MarkupBase turns AI-generated Markdown and HTML into durable, versioned artifacts that people can review and discuss. Its MCP server lets agents publish new versions, preserve contextual comments, include hosted images, and respond to feedback through secure account-linked identities, creating a clear human review boundary without requiring real-time editing.

Malaysian SME accounting, e-Invoice and payroll books for your AI. 48 tools — business snapshot, P&L, balance sheet, A/R and A/P aging, cash forecast, stock, tax position, document search — plus draft-only writes (invoice, quote, receipt, bill, expense, contact, bank statement import). Every write is a pending draft a human approves in Taokeh; it can never post, edit or delete. Remote Streamable HTTP at https://taokeh.my/mcp, OAuth 2.1 or a personal access token.

Bounce Watch tells you what just changed at a company, and when. Who raised money. Who hired a senior person. Who opened an office, won a customer, or announced a partnership. Over forty kinds of event, three million of them so far, and every one carries the date it happened. That date is the point. Knowing a company raised money is not very useful on its own. Knowing they raised it eleven days ago is the difference between a good call and a late one. Ask in plain language — "which Dutch companies under 50 people raised in the last month", "what has been happening at stripe.com" — and get real company names back with dates and sources. Every event carries a score from 1 to 10, so a funding round outranks a conference booth and you can set a floor that removes the noise. It can also come to you: put a watch on a company and you get told the next time something happens there. And when we do not know, we say so. "Nothing happened here" and "we have not checked here recently" look identical from the outside — an empty answer — and an assistant will confidently report the second as the first. So every response says how recently we looked. Connect with OAuth, no key to paste. Every new account gets 2,500 free credits, no card and no expiry. Paid plans start at 99 EUR a month, and the same account covers the REST API too.

Analyze customer data to make segmentation and predict which customer to focus on for more sales.

Analyze and score leads to identify high-potential prospects and prioritize sales outreach.

Analyze inventory levels and optimize stock allocation to reduce waste and avoid stockouts.

Analyze Product performance on Platforms like youtube, instagram etc. To optimize Marketing.

Search meetings, export summaries and transcripts, and manage recordings from any AI tool.

Loads your personal writing voice into any AI and scores how closely a draft matches it.

Cello MCP server to launch and manage your User Referral and Partner program — for developers and growth teams.

Build, edit, host, and publish websites from AI assistants. Setup: https://mcp.orivox.org/

Specialist tools for any job — a lead, an image, a song, live data, and more.

The CNAPS.ai MCP Server lets Claude build and run AI image, video, and text pipelines mid-conversation — no dashboard, no manual node-wiring. Describe a task in plain language (e.g. "upscale this photo 4x") and Claude selects the right model(s), wires a pipeline, and runs it.

Drive real Android & iOS devices and web browsers from natural language for mobile + web QA. 145+ tools across device control, app management, automation sessions, browser automation, and flow recording / replay. Bearer-auth — get a token at robotactions.com → Profile → API Tokens.

PDF engagement layer for apps and agents: tracking links, read analytics, and a full PDF toolset.

Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.