"MCP server for finding research data and models for AI/ML training" matching MCP servers:

• Todo for AI MCP Server

  todo-for-ai

  A

  license

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  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

  39

  Apache 2.0

• ML Research MCP

  nishide-dev

  A

  license

  A

  quality

  C

  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

• MCP Server for Deep Research

  reading-plus-ai

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  license

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  quality

  D

  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

• 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 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

• GEO Analysis for AI SEO

  houtini-ai

  A

  license

  B

  quality

  -

  maintenance

  GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

  Last updated 2026-04-16

  2

  17

  17

• 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

  3

• n8n Manager for AI Agents

  czlonkowski

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  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

  58

  MIT

• Scholarly Research MCP Server

  aringadre76

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  quality

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  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 2026-03-10

  349

  12

  MIT

• ML Lab MCP

  PushPullCommitPush

  F

  license

  -

  quality

  C

  maintenance

  Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.

  Last updated 2026-01-10

  3

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

  quality

  B

  maintenance

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  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 2026-04-28

  40

  40

  Apache 2.0

• 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

  4

  2

• MCP Server for Splunk

  deslicer

  A

  license

  B

  quality

  C

  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 2026-05-04

  53

  22

• For Five Coffee MCP Server

  Kong

  F

  license

  B

  quality

  D

  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-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

• AI Research MCP Server

  nanyang12138

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  license

  B

  quality

  C

  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 Local

  Dreamboat-Rachel

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  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

• Strava Training MCP

  hxie-pallas

  A

  license

  -

  quality

  C

  maintenance

  Provides comprehensive access to Strava API for marathon training and race analysis, enabling language models to query athlete data, analyze training patterns, track performance metrics, monitor heart rate zones, and detect injury risks.

  Last updated 2025-12-13

  1

  MIT

• Blender MCP for Antigravity

  kc0ed

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  license

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  quality

  D

  maintenance

  Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.

  Last updated 2025-12-14

  13

  MIT