"Setting up services on a Linux virtual machine" matching MCP connectors:

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

Generate on-brand images from your AI agent: design, edit, and render templates over MCP.

Real-time web search with answer-ready results for Claude, Cursor and any MCP client. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels won) on a public benchmark. Hosted on mcp.serpdive.com or npx serpdive-mcp.

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.

Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-friendly scheduling.

Publish websites from Claude, the terminal, or CI — drop a folder, get a link that doesn't expire.

Not another dashboard. A wealth analyst for every asset a bank can't sync, inside Claude.

Mezmo MCP is a remote Model Context Protocol (MCP) server that lets AI assistants and IDE chat agents interact with the Mezmo observability platform via the Model Context Protocol. Use it for streamlined observability, log analysis, and root-cause analysis in your favorite tools. Add Mezmo MCP and you can: 🕵️ Run advanced Root-cause analysis over recent logs 📦 List and describe Pipelines 📤 Export and filter Logs with powerful query syntax

Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.

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

Generate HTML to PDF documents in bulk or single — raw replacements or based on conditions, loops

Malaysian SME accounting, e-Invoice and payroll books for your AI. 37 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.

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

This is a Unified MCP Server for full document control: PDF manipulation (merge, split, rotate, insert, delete), OCR/data extraction from PDFs/images, PDFs/images conversion, compression, encryption, and watermark management—all without juggling multiple tools.

Your AI agent deploys, migrates & upgrades self-hosted Odoo ERP on a server you own.

An accounting engine your AI connects to over MCP. Hand it bank and card statements, invoices, bills and receipts; get reconciled double-entry books with every number traceable to the page it came from. Requires a host that can reach files on your machine — Claude Code, Codex, Cursor, Grok Build, or Claude Desktop + Cowork. Browser chat can install it but cannot send files. Open beta; first 1,000,000 tokens free.

Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

Give your AI app the keys to the house — smart home sensors, alerts, automations, and the switch itself. Point Claude, ChatGPT, Cursor or Codex at your own Chirp home and ask which sensors have gone quiet, why the leak detector went off at 2am, or how cold the garage got overnight — then add a sensor, build an automation, or switch something on. Hosted and OAuth-secured: you sign in with your usual Chirp account, there is no key to generate. Two devices are free. https://chirpwireless.io

Connect any AI agent to the NachoNacho marketplace with the Model Context Protocol MCP Let your AI search thousands of B2B SaaS AI products, compare deals, and sign up — all from chat

DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste a query.