"Research assistant for AI and ML papers, code, and methodology" matching MCP servers:

• 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

• Call For Papers MCP

  alperenkocyigit

  A

  license

  -

  quality

  B

  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

  4

  GPL 3.0

• Web Research Assistant

  elad12390

  A

  license

  A

  quality

  B

  maintenance

  Comprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.

  Last updated 2026-02-25

  14

  9

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  C

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• Personal Research Assistant

  chakri01

  F

  license

  -

  quality

  D

  maintenance

  Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

  Last updated 2025-12-09

• Code Research MCP Server

  nahmanmate

  A

  license

  A

  quality

  C

  maintenance

  Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.

  Last updated 2025-02-14

  6

  43

  AGPL 3.0

• Divide and Conquer MCP Server

  landicefu

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  59

  7

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  F

  license

  B

  quality

  C

  maintenance

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• Scrapbox AI Assistant

  yoheitabo

  A

  license

  B

  quality

  -

  maintenance

  Enables AI-powered knowledge management and creative support by connecting Scrapbox data to Claude. Supports advanced search, relationship analysis between pages, theme extraction, and literary analysis of personal knowledge bases.

  Last updated 2026-03-17

  3

  2

• AI Research MCP Server

  nanyang12138

  A

  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

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  license

  C

  quality

  C

  maintenance

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Reuters Business and Financial

  BACH-AI-Tools

  A

  license

  -

  quality

  -

  maintenance

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

• Metabase AI Assistant

  enessari

  A

  license

  -

  quality

  C

  maintenance

  Enables AI-powered interaction with Metabase instances and PostgreSQL databases through natural language. Creates models, SQL queries, metrics, and dashboards using both Metabase API and direct database connections.

  Last updated 2026-02-22

  41

  40

  Apache 2.0

• AI Develop Assistant

  jiemobasixiangcai

  A

  license

  -

  quality

  C

  maintenance

  Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

  Last updated 2025-07-02

  133

  MIT

• 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

  39

  Apache 2.0

• ArXiv Research Assistant

  Manaswi875

  F

  license

  -

  quality

  -

  maintenance

  Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.

  Last updated 2026-01-04

• 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

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• MCP Server for Deep Research

  reading-plus-ai

  A

  license

  -

  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

• Global Papers MCP

  auraweon7-ship-it

  A

  license

  -

  quality

  -

  maintenance

  Unified academic paper search MCP server integrating OpenAlex, Semantic Scholar, CrossRef, and arXiv APIs, enabling Claude to search and analyze over 500 million scholarly papers.

  Last updated 2026-04-22