"Roadmap for Creating AI-Driven Workflows for Literature Data Management" matching MCP servers:

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  C

  maintenance

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  64

  Apache 2.0

• Quick Data for Windows MCP

  Beaulewis1977

  A

  license

  -

  quality

  B

  maintenance

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• MCP for Vivado

  lzw12123

  F

  license

  C

  quality

  B

  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

  3

• n8n Manager for AI Agents

  czlonkowski

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.

  Last updated 2025-06-26

  59

  MIT

• mem0 MCP Server for Project

  KunihiroS

  F

  license

  -

  quality

  C

  maintenance

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• 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 2026-05-11

  53

  22

• workflows-mcp

  FiveOhhWon

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol implementation that enables LLMs to execute complex, multi-step workflows combining tool usage with cognitive reasoning, providing structured, reusable paths through tasks with advanced control flow.

  Last updated 2025-06-12

  9

  16

  29

  MIT

• MCP Server for Intercom

  raoulbia-ai

  A

  license

  A

  quality

  D

  maintenance

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  8

  Apache 2.0

• mcp-for-docs

  shayonpal

  A

  license

  B

  quality

  F

  maintenance

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• Literature MCP

  Saurabhsing21

  A

  license

  -

  quality

  C

  maintenance

  A specialized MCP server that provides a structured interface to the Europe PMC database for biological and clinical evidence retrieval. It enables LLMs to gather, rank, and synthesize published research focusing on therapeutic targets and disease associations.

  Last updated 2026-02-23

  1

  MIT

• MCP Server for Cirro Data

  NorahZager

  -

  license

  -

  quality

  -

  maintenance

  This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

  Last updated 2025-06-03

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

  quality

  B

  maintenance

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  2

  1

  MIT

• MCP Server for OSCAL

  awslabs

  A

  license

  A

  quality

  C

  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 2026-05-19

  40

  43

  Apache 2.0

• AI HR Management Toolkit

  XJTLUmedia

  A

  license

  A

  quality

  C

  maintenance

  Manage Job using MCP: Manage Job, Candidates, Resumes, Salaries all within this one MCP tools It can solve problems like: You have 50 resumes to screen. Your AI assistant can reason about candidates, but it can't: Read PDFs/DOCX — The AI can't open binary files Extract structured data — Copy-pasting loses formatting, metrics, and context Compare at scale — No consistent scoring across candida

  Last updated 2026-04-05

  24

  50

  MIT

• MCP Server for Google Search

  mcp-for-dev

  F

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  8

  2

• For Five Coffee MCP Server

  Kong

  F

  license

  B

  quality

  C

  maintenance

  Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

  Last updated 2025-09-22

  4

• MCP Server For Local

  Dreamboat-Rachel

  A

  license

  C

  quality

  D

  maintenance

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• Project Management AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  Project Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  90

  MIT

• Inventory Management AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  Inventory Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  93

  MIT

• HR Management AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  HR Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  97

  MIT