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

• 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

• ai-research-assistant-mcp

  Ruoth1111

  F

  license

  C

  quality

  C

  maintenance

  An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.

  Last updated 2026-06-27

  2

• bricks-and-context

  laraib-sidd

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to interact with Databricks workspaces, running SQL queries, managing jobs, and exploring schemas via the Model Context Protocol.

  Last updated 2026-03-26

  1

  GPL 3.0

• MCP AI Research Assistant

  paneri11

  F

  license

  -

  quality

  D

  maintenance

  An offline MCP server that enables research tasks such as summarizing text, extracting key points, and saving/retrieving notes via a CLI client and stdio transport.

  Last updated 2026-02-12

  1

• 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

• mcp-research-assistant

  CyprianFusi

  A

  license

  A

  quality

  D

  maintenance

  A research assistant server that enables saving, organizing, and retrieving research content with semantic search using ChromaDB and OpenAI embeddings.

  Last updated 2025-12-14

  5

  MIT

• 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 2026-05-26

  14

  9

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  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

• MCP Research Assistant

  zenitsu0509

  A

  license

  -

  quality

  -

  maintenance

  A custom MCP server that enables AI assistants to perform comprehensive research tasks, including searching ArXiv, summarizing papers via Groq, managing local research notes, and pushing findings to GitHub.

  Last updated 2025-09-24

  1

  MIT

• research-assistant-mcp

  laxmimerit

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that enables saving, retrieving, and managing research content using ChromaDB vector storage and semantic search.

  Last updated 2025-12-10

  MIT

• Agentic-AI-Planning-And

  cr21

  A

  license

  -

  quality

  D

  maintenance

  MCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations and perform GUI actions like opening PowerPoint.

  Last updated 2025-04-18

  1

  Apache 2.0

• 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

• research-assistant

  mhnavid

  F

  license

  -

  quality

  D

  maintenance

  Enables AI-powered research by breaking a topic into subtopics, gathering information via agents, and compiling a report. Integrates with LangGraph and RAG for orchestration and contextual retrieval.

  Last updated 2025-03-27

  1

• Divide and Conquer MCP Server

  landicefu

  A

  license

  B

  quality

  D

  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

  11

  7

  MIT

• kavi-research-assistant-mcp

  machhakiran

  A

  license

  -

  quality

  D

  maintenance

  Enables AI to save, organize, search, and synthesize research materials using a local vector database with support for both OpenAI and Ollama backends.

  Last updated 2026-01-10

  1

  MIT

• search-papers

  Saidiibrahim

  A

  license

  -

  quality

  C

  maintenance

  Enables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.

  Last updated 2025-10-01

  127

  Apache 2.0

• mcp-rick-and-morty

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Enables querying Rick and Morty characters, locations, and episodes using the Rick and Morty API with no authentication required.

  Last updated 2026-06-26

  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

  jamesjohnsdev

  A

  license

  A

  quality

  D

  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

  42

  AGPL 3.0

• Code Review Assistant

  dasunmihiranga

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that automates code review by providing syntax checking, code explanation, and improvement suggestions using a multi-agent system.

  Last updated 2025-06-06

  1

  5