"A server for finding and summarizing research papers" matching MCP servers:

• Deep Research MCP

  pminervini

  A

  license

  A

  quality

  D

  maintenance

  A Python-based agent that integrates research providers (OpenAI, Gemini, DR-Tulu, Open Deep Research) with Claude Code via the Model Context Protocol for automated deep research.

  Last updated 2026-06-10

  3

  91

  MIT

• video-research-mcp

  Galbaz1

  A

  license

  A

  quality

  B

  maintenance

  45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.

  Last updated 2026-06-02

  34

  19

  22

  MIT

• Claude Desktop Research MCP

  cholhwanjung

  F

  license

  A

  quality

  B

  maintenance

  Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.

  Last updated 2026-07-13

  19

• Research Insights MCP Server

  ecidk

  A

  license

  C

  quality

  D

  maintenance

  Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, validation workflows, and Signal export capabilities.

  Last updated 2026-04-16

  52

  1

  MIT

• deep-research-mcp-server

  ssdeanx

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that performs iterative deep research using Google Gemini 2.5 Flash with search grounding and URL context, producing professional Markdown reports.

  Last updated 2025-08-12

  231

  70

  MIT

• Penny NotebookLM Research

  pennydinh

  A

  license

  -

  quality

  B

  maintenance

  MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.

  Last updated 2026-06-30

  15

  MIT

• phone-a-friend-mcp-server

  abhishekbhakat

  A

  license

  -

  quality

  C

  maintenance

  Enables AI-to-AI consultation for critical thinking and complex reasoning via OpenRouter, allowing one AI to delegate tasks to another AI model.

  Last updated 2025-07-01

  10

  MIT

• Gemini Research MCP Server

  machinemates-ai

  A

  license

  -

  quality

  A

  maintenance

  MCP server for AI-powered research using Gemini. Provides fast grounded web search, deep autonomous research, URL extraction, and session management.

  Last updated 2026-06-03

  9

  MIT
• 

  Reka Research MCP Serverofficial

  reka-ai

  F

  license

  -

  quality

  D

  maintenance

  Enables AI-powered fact-checking and similarity search via the Reka Research API, with tools to verify claims and find similar items by attributes.

  Last updated 2025-09-29

  6

• Research Gap Analyzer MCP

  adeelHassan123

  F

  license

  -

  quality

  D

  maintenance

  Automates literature review, research gap detection, and novelty evaluation for academic research, providing tools to search, summarize, find gaps, generate ideas, and evaluate novelty.

  Last updated 2026-06-19

• codex-research-mcp

  pku-zhb

  F

  license

  -

  quality

  C

  maintenance

  A small local MCP adapter that lets Claude Code delegate bounded research work to Codex plan credits without giving the worker ownership of the final report.

  Last updated 2026-07-17

• Research Validator MCP Server

  Aldrin-56

  F

  license

  -

  quality

  D

  maintenance

  A pure-AI cognitive extension that forces standard 3-Layer Validation to prevent hallucination in academic research.

  Last updated 2026-03-24

• security-research-mcp

  ramkumarnn84

  F

  license

  -

  quality

  C

  maintenance

  Aggregates and summarizes security research from IEEE, NIST, CISA, and blogs with a live-streaming web UI.

  Last updated 2026-07-10

• Deep Research MCP Server

  bsaajith-droid

  A

  license

  -

  quality

  C

  maintenance

  Provides semantic search and document retrieval via OpenAI Vector Store API, extending ChatGPT Deep Research with custom knowledge and tools.

  Last updated 2026-06-27

  MIT

• HuggingFace Daily Papers MCP

  jianjungki

  A

  license

  -

  quality

  D

  maintenance

  Enables fetching HuggingFace daily papers for today, yesterday, or a specific date, providing paper details including title, authors, abstract, tags, votes, and links.

  Last updated 2025-10-10

  MIT

• gemini-deep-research-mcp

  bharatvansh

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that exposes Gemini's Deep Research Agent for comprehensive web research.

  Last updated 2026-06-18

  15

  4

  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

• gemini-research-tools-mcp

  atakamizawa

  A

  license

  -

  quality

  D

  maintenance

  Integrates Gemini API research capabilities (Deep Research, Quick Search, URL Analysis) into a unified MCP server, enabling comprehensive research, web search, and URL analysis through natural language.

  Last updated 2026-01-24

  MIT

• codex-buddy-for-claude

  leo919cc

  A

  license

  -

  quality

  D

  maintenance

  Enables Claude Code to leverage OpenAI models for expert code review, deep architecture analysis, and security audits, with automatic markdown report generation.

  Last updated 2026-03-12

  MIT

• financial-research-agent

  rahul-jajala

  F

  license

  -

  quality

  C

  maintenance

  MCP server that exposes stock research tools (fundamentals, news, technicals, analyst ratings) to AI clients, enabling autonomous generation of structured investment briefs.

  Last updated 2026-06-09