Automation & Workflows MCP Servers

MCP server for Apache Airflow REST API

MCP server for Studio 5000 — parse L5X project exports and give AI agents structured access to PLC tags, UDTs, routines, AOIs, and cross-references

MCP server for interacting with Prefect

Synchronous utilities for Model Context Protocol (MCP) integration

MCP Timer Server - Wait and scheduled timing tools for AI agents

MCP Server for MultiFlexi API integration

MCP server turning UOF workflow operations into AI Agent-callable tools via httpx web automation

A small example package

Task-shaped MCP server for bookkeeping journeys against the Growthy synthetic workflow API.

PyMemSim-MCP is an MCP-enabled extension of PyMemSim that integrates model-source-driven thermodynamic data with membrane process simulations.It enables LLMs and agents to interact with membrane models through standardized, machine-readable inputs, ensuring unit consistency, reproducibility, and reliable AI-assisted workflows.

Structured multi-step workflows that produce production-quality deliverables. Plan any task free.

Stdio MCP server for OCI Document Understanding workflows.

Connects an MCP client over stdio to the deck-creator spec-driven HTML deck and report workflow, hosted by the MSC Labs CoE.

Connects an MCP client over stdio to the deck-creator spec-driven HTML deck and report workflow, hosted by the MSC Labs CoE.

[DEPRECATED — use codens-mcp instead] MCP server for Purple Codens — AI Development Orchestration. Lets coding agents (Claude Code etc.) initialize projects, link repositories, and manage workflows.

Model Context Protocol server for Process Cart: lets Claude, Cursor and other MCP clients find workflows, start runs, set fields, complete tasks and read activity with your API key.

Agents make HTTP requests later, then get results, webhooks and wake-ups in a later session.

Zapier exposed actions as MCP tools via a generic action runner.

Search and load free AI skills, workflows, agents and prompts. Read-only, no sign-in.

MCP server for durable one-by-one review workflows, with prioritized session state for coding agents.

A Model Context Protocol (MCP) server implementation for Salesforce integration

Lightweight MCP orchestrator: parallel tool calls, local filtering, token trimming, and safe sandboxed flow scripts for AI agents.

Local MCP server that lets AI assistants automate Origin/OriginPro for data import, worksheet editing, plotting, analysis, and export on Windows.

Describe the MCP server you want, point at an OpenAPI spec, and get a small curated FastMCP server (a few workflow-level tools, not hundreds of endpoint clones) plus a built-in eval harness that measures it.