"A server for searching research papers, Kaggle datasets, and websites for ML/AI model training data" matching MCP servers:

• Call For Papers MCP

  alperenkocyigit

  A

  license

  -

  quality

  C

  maintenance

  Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

  Last updated 2025-10-27

  6

  GPL 3.0

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  D

  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

  13

  Apache 2.0

• ML Research MCP

  nishide-dev

  A

  license

  A

  quality

  D

  maintenance

  Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

  Last updated 2026-02-07

  9

  MIT

• xlsx-for-ai

  senoff

  A

  license

  A

  quality

  A

  maintenance

  50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

  Last updated 2026-06-14

  50

  285

  3

  MIT

• Research Papers MCP Server

  candenizkocak

  F

  license

  -

  quality

  D

  maintenance

  Enables LLMs to search and retrieve academic papers from arXiv by topic, author, category, or ID.

  Last updated 2025-07-15

• 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

• 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

  143

  MIT

• kaggle-mcp

  arrismo

  A

  license

  B

  quality

  C

  maintenance

  It interacts with the Kaggle API to provide tools for searching and downloading datasets, and a prompt for generating EDA notebooks.

  Last updated 2026-05-21

  2

  39

  MIT

• MCP Server for Deep Research

  reading-plus-ai

  A

  license

  -

  quality

  F

  maintenance

  A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.

  Last updated 2025-03-25

  210

  MIT

• YouTube for AI Agents

  JCodesMore

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to search, watch, summarize, clip, and extract transcripts from YouTube videos, all without needing an API key or leaving the chat.

  Last updated 2026-04-30

  20

  36

  Apache 2.0

• Scholarly Research MCP Server

  aringadre76

  A

  license

  -

  quality

  B

  maintenance

  Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.

  Last updated 2026-05-12

  248

  13

  MIT

• Quick Data for Windows MCP

  Beaulewis1977

  A

  license

  -

  quality

  C

  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 Flarum

  linkrobins

  F

  license

  A

  quality

  A

  maintenance

  Provides MCP-compatible AI clients with full access to a Flarum forum's API, enabling reading, searching, creating discussions, replying, moderation, and management of users, tags, and groups.

  Last updated 2026-06-27

  15

  2

• MCP Server for Intercom

  raoulbia-ai

  A

  license

  A

  quality

  F

  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 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 2026-07-06

  53

  25

  Apache 2.0

• kaggle-mcp

  Galaxy-Dawn

  A

  license

  B

  quality

  D

  maintenance

  A full-featured MCP server for the Kaggle API — competitions, datasets, kernels, models, benchmarks, and discussions.

  Last updated 2026-02-25

  51

  3

  MIT

• 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

• kaggle-mcp

  dexhunter

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that provides tools to interact with Kaggle APIs, enabling dataset search, competition submissions, and account management.

  Last updated 2025-03-22

  1

• AI Research MCP Server

  nanyang12138

  A

  license

  B

  quality

  D

  maintenance

  Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.

  Last updated 2025-10-28

  8

  MIT

• MCP Server for ML Model

  nicknochnack

  F

  license

  B

  quality

  D

  maintenance

  A server that integrates trained Random Forest models with Bee Framework, enabling ReAct interactivity for AI tools and agents.

  Last updated 2025-03-13

  1

  57