"A platform for analyzing images using automated tools." matching MCP servers:

• 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

• openai-images-mcp

  sam-david

  -

  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

• agentic-platform

  andysalvo

  A

  security

  A

  license

  A

  quality

  Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.

  Last updated 2026-04-13

  8

  1

  MIT

• stock-images-mcp

  jeanpfs

  A

  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

• Google Images Search MCP

  srigi

  A

  security

  A

  license

  B

  quality

  MCP server for searching images with Google

  Last updated 2025-08-02

  2

  5

  11

  MIT

• MCP Server - Images

  rmrfslashbin

  -

  security

  A

  license

  -

  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

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• TSCodex MCP Images

  unbywyd

  -

  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

• Cross-Platform Filesystem MCP

  awaybreaktoday

  A

  security

  A

  license

  A

  quality

  Enables comprehensive filesystem operations across Linux, macOS, and Windows with platform-aware command execution, secure path restrictions, and intelligent adaptations for file search, directory management, and shell commands specific to each operating system.

  Last updated 2025-09-20

  4

  13

  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

• 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

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  C

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT
• 

  Open Targets Platform MCPofficial

  opentargets

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.

  Last updated 2026-04-20

  27

  Apache 2.0

• MCP Tools for Obsidian

  jacksteamdev

  -

  security

  A

  license

  -

  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

  772

  MIT

• MCP Read Images

  catalystneuro

  -

  security

  A

  license

  -

  quality

  An MCP server for analyzing images using OpenRouter vision models, offering capabilities like automatic image resizing, model configuration, and handling custom queries about images.

  Last updated 2025-01-26

  8

  MIT

• MCP Tools

  joehuangcoding

  -

  security

  A

  license

  -

  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

  5

  MIT

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

  -

  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• A-Share MCP Server

  firmmaple

  -

  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• Reservation Platform MCP

  pak3430

  -

  security

  F

  license

  -

  quality

  Enables unified management of reservations across multiple Korean platforms (Naver, Airbnb, SpaceCloud, Yanolja, Kakao) with features for duplicate booking prevention, revenue tracking, customer management, and automated messaging through iCalendar integration.

  Last updated 2026-01-09

• MCP Tools

  dlightyupgrade

  -

  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

• Multi-Agent Tools Platform

  kingrishabdugar

  -

  security

  F

  license

  -

  quality

  A modular production-ready system that provides specialized agents for math, research, weather, and summarization tasks through a unified MCP toolbox with smart supervisor capabilities.

  Last updated 2025-06-22

• MCP Tools

  starzzzzzzzzzzzzzz

  -

  security

  F

  license

  -

  quality

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• A-MEM: Agentic Memory System

  tobs-code

  -

  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  7

• MCP Character Tools

  Aaryan-Kapoor

  A

  security

  A

  license

  A

  quality

  Provides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.

  Last updated 2025-12-13

  14

  2

  3

  MIT

• LSP Tools MCP Server

  rajnaveen344

  A

  security

  A

  license

  A

  quality

  A Model Context Protocol server that provides tools to find regex pattern positions in files and list allowed directories, enabling text analysis with LSP-like functionality.

  Last updated 2025-03-09

  2

  3

  1

  MIT

• mcp-sequentialthinking-tools

  spences10

  A

  security

  A

  license

  A

  quality

  An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage.

  Last updated 2026-04-10

  1

  607

  575

  MIT

• MCP Sequential Thinking Tools

  xinzhongyouhai

  A

  security

  A

  license

  A

  quality

  Guides problem-solving by breaking down complex problems into steps and recommending appropriate MCP tools for each stage, with confidence scores and rationales for tool suggestions.

  Last updated 2025-03-24

  1

  607

  28

  MIT

• claude-database-tools

  Cyronius

  A

  security

  A

  license

  A

  quality

  A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.

  Last updated 2025-12-14

  12

  3

  MIT

• MCP Tools

  flesler

  A

  security

  A

  license

  A

  quality

  A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.

  Last updated 2025-10-16

  3

  23

  10

  MIT

• mcp-api-tools

  rog0x

  A

  security

  A

  license

  A

  quality

  A comprehensive suite of HTTP and API testing tools that enables AI agents to perform requests, check endpoint health, and decode JWTs. It also provides utilities for URL parsing and detailed security analysis of HTTP response headers.

  Last updated 2026-03-21

  5

  13

  MIT

• LibreOffice MCP Tools

  passerbyflutter

  A

  security

  A

  license

  A

  quality

  Enables AI agents to read, write, and edit Office documents via LibreOffice with token-efficient design. Supports multiple formats including DOCX, XLSX, PPTX, and legacy formats through LibreOffice bridge.

  Last updated 2026-04-21

  27

  MIT

• mcp-pdf-tools

  seraphinerenard

  A

  security

  A

  license

  A

  quality

  An MCP server that enables users to read, search, and analyze PDF documents. It provides tools for extracting text, viewing metadata, searching content with context, and generating word statistics.

  Last updated 2026-01-29

  6

  5

  MIT

• mcp-helper-tools

  MissionSquad

  A

  security

  A

  license

  A

  quality

  Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system network functions.

  Last updated 2025-03-21

  14

  29

  3

  Apache 2.0

• MCP Utility Tools

  haasonsaas

  A

  security

  A

  license

  A

  quality

  A collection of tools that enhance MCP-based workflows with caching, retry logic, batch operations, and rate limiting capabilities.

  Last updated 2026-01-07

  7

  11

  MIT

• MCP Desktop Tools

  K1ta141k

  A

  security

  F

  license

  A

  quality

  An MCP server that provides Claude with comprehensive desktop automation capabilities including browser control, window management, and native mouse/keyboard input on Windows. It enables users to capture screenshots, launch applications, and interact with the system clipboard through natural language.

  Last updated 2026-02-04

  20

• MCP Web Tools

  SayreBlades

  A

  security

  F

  license

  A

  quality

  Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.

  Last updated 2025-12-07

  2

• 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

• MCP Server for Splunk

  deslicer

  A

  security

  A

  license

  B

  quality

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-04-13

  52

  22

  Apache 2.0

• Finance Tools MCP

  VoxLink-org

  A

  security

  A

  license

  B

  quality

  An MCP server that provides comprehensive financial insights and analysis by leveraging real-time market data, news, and advanced analytics for stocks, options, financial statements, and economic indicators.

  Last updated 2025-09-13

  17

  49

  Python

  MIT

• mcp-for-docs

  shayonpal

  A

  security

  F

  license

  B

  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

• IT Tools MCP Server

  wrenchpilot

  A

  security

  A

  license

  B

  quality

  A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.

  Last updated 2026-04-15

  100

  183

  20

  TypeScript

  MIT

• MCP Hub Tools

  hekmon8

  A

  security

  A

  license

  B

  quality

  An MCP server that allows searching for and retrieving information about Model Context Protocol servers registered on the MCP Hub.

  Last updated 2025-06-08

  1

  2

  MIT

• image-tools-mcp

  kshern

  A

  security

  A

  license

  C

  quality

  Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi

  Last updated 2025-06-26

  2

  14

  8

  MIT

• MCP Calc Tools

  nbiish

  A

  security

  F

  license

  C

  quality

  A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithms directly.

  Last updated 2026-01-02

  18

  5

• MCP PII Tools

  czangyeob

  A

  security

  F

  license

  C

  quality

  Enables high-precision detection, anonymization, encryption and decryption of personally identifiable information (PII) in text using GPT-4o-based detection and advanced cryptographic methods. Supports both deterministic encryption for searchable data and format-preserving encryption for structured identifiers.

  Last updated 2025-09-10

  8

  1

• UX/UI Tools for React +

  MarcusViniciusBarcelos

  A

  security

  A

  license

  C

  quality

  Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, cognitive biases, and Material-UI patterns to React components. Enables automated application of responsive design, Apple design patterns, and complete UX guidelines through natural language commands.

  Last updated 2025-10-20

  7

  8

  2

  MIT

• A Share MCP

  24mlight

  A

  security

  A

  license

  C

  quality

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• doc-tools-mcp

  puchunjie

  A

  security

  A

  license

  C

  quality

  Word document reading and writing MCP implemented in Node.js

  Last updated 2025-03-26

  7

  62

  11

  MIT

• Minimax MCP Tools

  PsychArch

  A

  security

  A

  license

  D

  quality

  An MCP server implementation that integrates with Minimax API to provide AI-powered image generation and text-to-speech functionality in editors like Windsurf and Cursor.

  Last updated 2026-01-29

  2

  21

  50

  MIT