"A Python server using FastAPI to expose public web API endpoints to an agent" matching MCP connectors:

Intake desk for AI agents: bridges construction quotes to KIRA fair-price audit and EHN check.

Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF. Universal templating

Connect your espresso routine to your AI assistant. This MCP server allows LLMs to act as a personal coffee coach by accessing your shot logs, grinder settings, and active bean inventory. Use it to automatically calculate extraction adjustments, track remaining coffee supply, and lock in winning recipes directly from your chat session.

An AI concierge that turns static forms into adaptive AI conversations. From any MCP client.

AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

Read-only macro risk analysis, evidence, signals, and source-backed research from l0g.fr.

Breach intelligence API: email search, domain monitoring, passwords and stealer logs.

Read-only MCP: search & read a Traditional Chinese (zh-TW) Taiwan community forum (PTT-style).

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

The official e18e MCP server keeping your agent in check from installing bloated dependencies.

Ski apartment search with one- or two-week prices, availability, destinations and ski passes.

MCP server for Boson Protocol — on-chain agentic commerce for physical & digital goods.

Search and read the public Applivery docs (MDM & app distribution). Read-only, no auth.

40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.

AI agents for bookkeeping, reconciliation, and financial close for SMBs.

Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.