"Using Google Scholar to Find Specific Articles" matching MCP servers:

• Scholar MCP Server

  45645678a

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  maintenance

  A local academic tool that enables searching across nine academic sources, downloading PDFs, and performing AI-powered analysis of research papers. It also supports generating citation networks and recommending papers based on local workspace code.

  Updated 4 months ago (2026-04-11 14:21 UTC)

  7

  95

  MIT

• Scholar Feed MCP Server

  YGao2005

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  A

  quality

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  maintenance

  Enables searching and analyzing over 560,000 CS/AI/ML research papers with LLM-powered novelty scoring and summaries. Supports literature reviews, trend monitoring, benchmark tracking, and deep research sessions through 23 specialized tools.

  Updated 7 days ago (2026-08-04 10:08 UTC)

  25

  657

  10

  MIT

• renamed-to

  renamed-to

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  quality

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  maintenance

  AI-powered MCP server for file renaming, organization, and PDF splitting using natural language prompts and content analysis.

  Updated 6 months ago (2026-02-01 10:29 UTC)

  4

  18

  MIT

• document-to-json-mcp

  fashionmascherine-svg

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  A

  quality

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  maintenance

  Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

  Updated 2 months ago (2026-06-25 16:25 UTC)

  5

  8

  MIT

• prompt-to-asset

  MohamedAbdallah-14

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  A

  quality

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  maintenance

  Routes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.

  Updated 2 days ago (2026-08-09 15:19 UTC)

  24

  16

  MIT

• claude-slack-to-notion

  idean3885

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  A

  quality

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  Enables automatic collection and AI analysis of Slack messages to create organized Notion pages, supporting custom analysis directions like meeting minutes, issue extraction, and topic classification.

  Updated 24 days ago (2026-07-18 16:07 UTC)

  17

  MIT

• claude-to-agy

  rauls-kjarners

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  license

  B

  quality

  A

  maintenance

  A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI - saving context window and tokens for what matters.

  Updated 2 months ago (2026-06-15 08:57 UTC)

  1

  12

  MIT

• google-search-mcp

  fledgeling-co

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  quality

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  Enables AI assistants to perform Google searches with real, resolvable sources and transparent search terms.

  Updated 13 days ago (2026-07-29 07:55 UTC)

  1

  155

  1

  MIT

• google-flow-mcp

  Sergiorushy326

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  quality

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  maintenance

  Enables video generation using Google AI tools (Veo, Nano Banana) via the Model Context Protocol, with browser automation powered by Playwright.

  Updated 5 days ago (2026-08-06 06:27 UTC)

  24

  MIT

• mcp-google-agent-platform-docs

  OpenGerwin

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  license

  A

  quality

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  maintenance

  About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.

  Updated 2 months ago (2026-06-22 16:06 UTC)

  4

  1

  MIT

• Google Search Console Audit

  acamolese

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  license

  A

  quality

  C

  maintenance

  Read-only MCP server for Google Search Console: performance queries, URL inspection, indexing checks, sitemaps, and one-call HTML SEO audit reports.

  Updated 4 months ago (2026-04-23 21:59 UTC)

  8

  5

  MIT

• Google Flow Browser MCP

  shaig-mahmudov

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  A

  quality

  B

  maintenance

  Enables AI agents to drive Google Flow through a real Chrome profile to generate images, videos, characters, and scenes without sharing credentials.

  Updated 2 months ago (2026-06-25 11:38 UTC)

  19

  8

  MIT

• Google Flow Browser MCP

  TMSSS05

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  license

  A

  quality

  B

  maintenance

  Controls Google Flow for image and video generation from an AI agent. Enables generating images with models like Imagen 4, creating videos, managing characters and scenes via browser automation.

  Updated 2 months ago (2026-05-31 03:30 UTC)

  4

  17

  158

  30

  MIT

• google-flow-mcp

  LeoSzn12

  F

  license

  B

  quality

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  maintenance

  Self-hosted MCP server for Google Flow that enables image and video generation, upscaling, and character consistency through your own Google account.

  Updated 2 days ago (2026-08-09 07:33 UTC)

  22

• google-flow-mcp

  MinaSalib216

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  license

  B

  quality

  B

  maintenance

  MCP server that lets AI agents control Google Flow for generating images and videos using the user's own Google account. It provides tools for image generation, video creation, character and scene management, and UI discovery.

  Updated 4 days ago (2026-08-07 03:03 UTC)

  17

  MIT

• Google Ads Intent MCP

  davidmosiah

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  license

  C

  quality

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  maintenance

  Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP for agents.

  Updated a month ago (2026-07-03 12:11 UTC)

  6

  2

  MIT

• Google-Gemini Universal MCP

  universal-mcp

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  license

  -

  quality

  D

  maintenance

  Provides a standardized interface for interacting with Google-Gemini's tools and services through a unified API.

  Updated a year ago (2025-06-14 05:35 UTC)

  MIT

• mcp-server-google-vision

  KohenAvocats

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  license

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  quality

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  maintenance

  Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of scanned documents, handwriting, and images.

  Updated 8 months ago (2025-12-25 00:24 UTC)

  1

  MIT

• MCP Google Vertex AI Server

  ragna-ai

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  maintenance

  Enables AI image and video generation using Google Vertex AI's Imagen and Veo models, with support for configurable parameters and local storage.

  Updated 2 months ago (2026-06-26 13:21 UTC)

  1

  MIT

• Google AI Studio MCP Server

  akeelbuilds

  F

  license

  -

  quality

  B

  maintenance

  Exposes Google AI Studio models (Gemini, Imagen, Veo) as MCP tools for text generation, image generation, and video generation, integrating with code editors and LLM clients.

  Updated 21 days ago (2026-07-21 01:25 UTC)