"A tool for automating workflows and integrations" matching MCP servers:

• redmine-mcp-workflows

  Avicennasis

  A

  license

  A

  quality

  C

  maintenance

  A schema-aware MCP server for Redmine that validates issue writes against workflow graphs and custom field schemas to prevent errors, with tools for issue lifecycle, time tracking, wiki pages, and more.

  Last updated 2026-07-24

  81

  MIT

• ado-workflows-mcp

  grimlor

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to discover Azure DevOps repositories, manage pull requests, and interact with PR comments and reviews via the Model Context Protocol.

  Last updated 2026-05-05

  45

  1

  MIT

• capture-and-slack-mcp

  baho0

  A

  license

  A

  quality

  B

  maintenance

  Relays a result screenshot to Slack so you can review a coding agent's output without opening the app.

  Last updated 2026-07-09

  7

  MIT

• graph-tool-call

  SonAIengine

  A

  license

  A

  quality

  A

  maintenance

  Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

  Last updated 2026-07-25

  6

  6

  MIT

• robot-tool-mcp

  musen-lab

  A

  license

  A

  quality

  C

  maintenance

  Provides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.

  Last updated 2026-06-22

  26

  1

  BSD 2-Clause "Simplified"

• MCP Server for OSCAL

  awslabs

  A

  license

  A

  quality

  D

  maintenance

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-06-23

  40

  48

  Apache 2.0

• io.github.peterkolbe/ableton

  peterkolbe

  A

  license

  A

  quality

  A

  maintenance

  MCP server that bridges Ableton Live with AI models, enabling real-time project inspection and control such as track overview, device parameters, and audio analysis.

  Last updated 2026-05-15

  12

  MIT

• SQL-Transpiler MCP Tool

  Baronco

  F

  license

  A

  quality

  D

  maintenance

  Converts SQL queries between different database dialects using the sqlglot library to ensure cross-system compatibility. It allows users to list supported dialects and transpile SQL code from one syntax to another through the Model Context Protocol.

  Last updated 2025-06-25

  2

  3

• mcp-ssh-tool

  oaslananka

  A

  license

  A

  quality

  A

  maintenance

  SSH automation MCP server that enables Claude and ChatGPT to execute commands, manage files, install packages, and control services on remote servers over SSH — supporting password, key, and agent authentication.

  Last updated 2026-05-17

  33

  1,267

  4

  MIT

• MCP server for Revit - Python

  mcp-servers-for-revit

  A

  license

  A

  quality

  C

  maintenance

  Enables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.

  Last updated 2026-06-04

  20

  147

  MIT

• MCP Server for stock and

  aahl

  A

  license

  A

  quality

  C

  maintenance

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  385

  MIT

• MCP Server for Splunk

  deslicer

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-07-20

  53

  27

  Apache 2.0

• mcp-ssh-tool

  skot

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol (MCP) SSH client server that provides autonomous SSH operations for GitHub Copilot and VS Code. Enable natural language SSH automation without manual prompts or GUI interactions.

  Last updated 2026-03-06

  20

  MIT

• MCP Basic Create Tool

  anilvermaspeaks

  F

  license

  B

  quality

  D

  maintenance

  A minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.

  Last updated 2025-10-31

  1

• MCP for Vivado

  lzw12123

  F

  license

  C

  quality

  C

  maintenance

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-04-08

  15

  4

• HPSILab - Quant Finance MCP

  haiyunsky

  A

  license

  A

  quality

  A

  maintenance

  Institutional-grade quantitative stock analysis and research signals for AI agents via the Model Context Protocol (MCP).

  Last updated 2026-07-24

  6

  9

  1

  MIT

• MCP Sound Tool

  tijs

  A

  license

  A

  quality

  F

  maintenance

  A Model Context Protocol implementation that plays sound effects (completion, error, notification) for Cursor AI and other MCP-compatible environments, providing audio feedback for a more interactive coding experience.

  Last updated 2025-12-25

  3

  1

  MIT

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

  quality

  C

  maintenance

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• gdb and rr Debugging

  schuay

  A

  license

  A

  quality

  D

  maintenance

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  3

  MIT

• MCP Server for Power BI

  Mitsubishi-Fuso

  A

  license

  A

  quality

  D

  maintenance

  Enables exploring Microsoft Fabric / Power BI workspaces and semantic models, and executing ad-hoc DAX queries.

  Last updated 2026-07-03

  5

  7

  MIT