"Tools and Methods for Extracting Data from PDFs and Images" matching MCP servers:

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

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  C

  quality

  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

• methods-mcp

  webwebb56

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  security

  F

  license

  -

  quality

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

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  B

  quality

  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

  45

  7

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

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  security

  F

  license

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  quality

  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

• Reuters Business and Financial

  BACH-AI-Tools

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  security

  A

  license

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  quality

  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

  MIT

• MCP for IIIF Images

  mikeapp

  A

  security

  A

  license

  B

  quality

  Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.

  Last updated 2025-07-24

  3

  5

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  C

  quality

  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

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  B

  quality

  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

• gdb and rr Debugging

  schuay

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  security

  A

  license

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  quality

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  1

  MIT

• Quick Data for Windows MCP

  Beaulewis1977

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  security

  A

  license

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  quality

  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

• stock-images-mcp

  jeanpfs

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  security

  A

  license

  B

  quality

  MCP server to search and download stock images from Pexels, Unsplash, and Pixabay

  Last updated 2026-02-11

  2

  21

  1

  MIT

• MCP Server - Images

  rmrfslashbin

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  security

  A

  license

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  quality

  A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

  Last updated 2025-07-19

  MIT

• Vibe Preprocessing and

  mudit14224

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  security

  F

  license

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  quality

  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 2025-04-20

  3

• openai-images-mcp

  sam-david

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  security

  F

  license

  -

  quality

  An MCP server for generating and editing images using OpenAI's GPT Image and DALL·E models. It provides tools for image generation, editing, variation creation, and model listing with support for multiple AI models.

  Last updated 2026-04-18

• TSCodex MCP Images

  unbywyd

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  security

  F

  license

  -

  quality

  Enables comprehensive image processing, stock image search from Pexels and Pixabay, and AI image generation using OpenAI DALL-E with support for resizing, format conversion, color extraction, and watermarking.

  Last updated 2026-01-15

  11

• Google Images Search MCP

  srigi

  A

  security

  A

  license

  B

  quality

  MCP server for searching images with Google

  Last updated 2025-08-02

  2

  17

  11

  MIT

• MCP Server for stock and

  aahl

  A

  security

  A

  license

  B

  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  MIT

• MCP Server for Cirro Data

  NorahZager

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  security

  -

  license

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  quality

  This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

  Last updated 2025-06-03

• MCP Server with LangChain and

  durgeshmca

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  security

  F

  license

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  quality

  A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

  Last updated 2025-06-26

• MCP Tools for Obsidian

  jacksteamdev

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  security

  A

  license

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  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2025-07-13

  748

  MIT
• 

  Bitrefill Search and Shopofficial

  bitrefill

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  security

  A

  license

  A

  quality

  This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

  Last updated 2025-12-12

  4

  55

  7

  MIT

• Wikimedia-Search-Images

  xiaobenyang-com

  A

  security

  A

  license

  B

  quality

  This MCP server enables AI assistants to search for images on Wikimedia Commons, providing detailed metadata and optional thumbnail combinations to assist AI models in visual comparisons.

  Last updated 2026-01-09

  1

  2

  Apache 2.0

• OpenAI and Claude MCP

  Spysailor

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  security

  F

  license

  -

  quality

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  8

• Stock Market Data and

  accelizero

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  security

  F

  license

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  quality

  Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

  Last updated 2025-11-17

• Access and SQLite MCP Server

  scanzy

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  security

  A

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  quality

  Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

  Last updated 2025-09-17

  8

  MIT

• Database Tools for Claude AI

  elber-code

  A

  security

  F

  license

  B

  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4

• Banking and Fintech MCP Server

  anhtuanluu

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  security

  F

  license

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  quality

  A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  Last updated 2026-03-28
• 

  EOSC Data Commons Searchofficial

  EOSC-Data-Commons

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  security

  A

  license

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  quality

  Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

  Last updated 2026-04-01

  14

  MIT

• Music and Madness Sync Bridge

  CaptainCurso

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  security

  F

  license

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  quality

  Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

  Last updated 2026-02-21

• Bilibili Mcp Server

  365903728-oss

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  security

  F

  license

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  quality

  ✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

  Last updated 2026-03-11

  78

  2

• QuantClaw Data

  yoniassia

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  security

  F

  license

  -

  quality

  Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.

  Last updated 2026-04-02

• Document Reading and Converter

  mffrydman

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  security

  F

  license

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  quality

  Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

  Last updated 2025-06-25

  1

• Graph-Tools

  dromologue

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  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• LinkedIn Bulk Data Scraper

  BACH-AI-Tools

  -

  security

  A

  license

  -

  quality

  An MCP server that provides access to the LinkedIn Bulk Data Scraper API and various utility tools for data extraction and processing.

  Last updated 2025-12-07

  MIT

• mrc-data

  meacheal-ai

  A

  security

  F

  license

  A

  quality

  The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.

  Last updated 2026-04-19

  19

  119

  1

• Radarr and Sonarr MCP Server

  BerryKuipers

  -

  security

  F

  license

  -

  quality

  A Python-based Model Context Protocol server that allows AI assistants like Claude to access and query your movie and TV show collection via Radarr and Sonarr APIs.

  Last updated 2025-10-25

  32

• URL Reputation and Validity

  prismon

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  security

  A

  license

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  quality

  Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

  Last updated 2025-05-29

  MIT

• Date and Time MCP Server

  MarcinMalczewski

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  security

  F

  license

  -

  quality

  A simple Model Context Protocol (MCP) server that provides date and time functionality in any timezone, along with user profiles and personalized greeting resources.

  Last updated 2025-06-11

• Two Truths and a Twist

  ErgodicLabs

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  security

  A

  license

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  quality

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• mcp-pdf-tools

  hanweg

  A

  security

  A

  license

  B

  quality

  mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdfs-ordered (merge in user spec. order) • find-related-pdfs (regex extracted text for related PDF files)

  Last updated 2024-12-22

  5

  74

  The Unlicense

• Template MCP Server

  redhat-data-and-ai

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  security

  A

  license

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  quality

  A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.

  Last updated 2026-04-19

  51

  Apache 2.0

• MCP Tools

  joehuangcoding

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  security

  A

  license

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  quality

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  6

  MIT

• MCP Tools

  dlightyupgrade

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  security

  F

  license

  -

  quality

  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• sg-data-mcp

  vdineshk

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  security

  F

  license

  -

  quality

  Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply from data.gov.sg.

  Last updated 2026-04-08

• Li Data Scraper MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  C

  quality

  Enables access to LinkedIn data through the Li Data Scraper API, supporting profile enrichment, company details, people search, post interactions, and activity tracking.

  Last updated 2025-12-07

  20

  MIT

• LinkedIn Data API MCP Server

  BACH-AI-Tools

  -

  security

  A

  license

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  quality

  Enables access to comprehensive LinkedIn data, including professional profile details, company information, and social engagement metrics. It supports searching for people, retrieving posts and comments, and fetching detailed experience, skills, and recommendations.

  Last updated 2025-12-07

  MIT

• JMA Data MCP

  koizumikento

  A

  security

  F

  license

  A

  quality

  Provides access to Japan Meteorological Agency (JMA) weather data including real-time observations, historical weather data, and forecasts from 1286 AMeDAS stations across Japan.

  Last updated 2026-02-20

  11

  1

• Weather and Stock Information

  suraj2906

  A

  security

  F

  license

  B

  quality

  An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

  Last updated 2025-06-06

  5

• Financial News and Notes MCP

  guangxiangdebizi

  A

  security

  A

  license

  D

  quality

  A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.

  Last updated 2026-03-04

  5

  36

  529

  MIT

• Local Business Data MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  B

  quality

  Enables access to Google Maps business data including search, reviews, photos, and geocoding. Supports searching businesses by location, area, or coordinates, retrieving detailed business information, reviews, and performing reverse geocoding operations.

  Last updated 2025-12-07

  13

  MIT