"A query related to 'crawl' and its contexts" matching MCP servers:

• its-just-ui MCP Server

  its-just-ui

  A

  security

  A

  license

  B

  quality

  Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.

  Last updated 2025-08-12

  9

  6

  4

  MIT

• Crawl-MCP

  walksoda

  A

  security

  A

  license

  A

  quality

  Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

  Last updated 2026-04-11

  13

  31

  MIT

• dart-query

  standardbeagle

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  security

  A

  license

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  quality

  An MCP server for Dart AI task management that enables bulk operations using DartQL selectors to minimize token usage and context rot. It provides tools for batch updates, task and document CRUD, and safe CSV imports with integrated dry-run capabilities.

  Last updated 2026-04-13

  24

  MIT

• MM Query

  CaullenOmdahl

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  security

  A

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  quality

  Enables querying and comparing products from MM's retail (B2C) and wholesale (B2B) platforms in Vietnam, including price comparisons, stock availability checks, and multi-store support with Vietnamese language integration.

  Last updated 2025-10-30

  MIT

• Naver Finance Crawl MCP

  greatSumini

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  security

  A

  license

  A

  quality

  Crawls Korean stock market data from Naver Finance, providing real-time information on top searched stocks and detailed stock information by stock code.

  Last updated 2025-10-29

  2

  9

  3

  MIT

• query-sanitizer-mcp

  vidoluco

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  security

  F

  license

  -

  quality

  A local DLP middleware that redacts sensitive information from prompts using local models before they reach external LLMs. It provides tools to sanitize queries, restore placeholders in responses, and manage a ledger of redactions to maintain data privacy.

  Last updated 2026-03-29

  1

• Dune Query MCP

  olaxbt

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  security

  F

  license

  -

  quality

  A bridge that connects Dune Analytics blockchain data to AI applications through Model Control Protocol, allowing LLMs to access on-chain data via natural language interactions.

  Last updated 2025-05-25

  8

• JSON Query MCP

  mgraczyk

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  security

  F

  license

  A

  quality

  A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.

  Last updated 2025-05-20

  3

  10

• sql-query-mcp

  andyWang1688

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  security

  A

  license

  A

  quality

  A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.

  Last updated 2026-03-22

  8

  2

  MIT

• Database Query MCP

  NewToolAI

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  security

  A

  license

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  quality

  A versatile tool that enables querying and exporting data from multiple relational databases (MySQL, PostgreSQL, Oracle, SQLite, etc.) in read-only mode for data safety.

  Last updated 2025-06-17

  9

  Apache 2.0

• dandi-query-server

  bendichter

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  security

  F

  license

  -

  quality

  Enables complex queries over data on the DANDI Archive and provides a system for managing text notes. It features tools for note creation, resources for note access via custom URIs, and prompts for generating summaries.

  Last updated 2025-06-16

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  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

• MCP Blockchain Query Server

  pavel-bc

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  security

  F

  license

  -

  quality

  A Model Context Protocol server providing tools for querying Bitcoin blockchain data via Blockchain Data and Query APIs, supporting various BTC information retrieval functions.

  Last updated 2025-12-07

  1

• A-Share MCP Server

  firmmaple

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  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

• Two Truths and a Twist

  ErgodicLabs

  -

  security

  A

  license

  -

  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

• No-as-a-Service (NoaaS)

  Koneisto

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  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

• Chainflip Broker as a Service

  CumpsD

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  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

• PostgreSQL Query MCP Server

  RathodDarshil

  A

  security

  F

  license

  D

  quality

  A secure Model Context Protocol server that allows Claude to execute read-only SQL queries against a PostgreSQL database, enabling natural language interaction with database data.

  Last updated 2025-03-08

  1

• MySQL Query MCP Server

  devakone

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that provides read-only MySQL database queries for AI assistants, allowing them to execute queries, explore database structures, and investigate data directly from AI-powered tools.

  Last updated 2025-05-31

  3

  61

  13

  MIT

• 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

• A-MEM: Agentic Memory System

  tobs-code

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  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

  6

• markdown-to-html

  fashionzzZ

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,182

  3

  MIT

• imessage-query-fastmcp-mcp

  hannesrudolph

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  security

  F

  license

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  quality

  An MCP server that provides safe access to your iMessage database through MCP, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

  Last updated 2026-02-03

  77

• docs-to-mcp

  fayazara

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  security

  F

  license

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  quality

  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2025-12-10

  10

• OpenAPI to MCP

  EvilFreelancer

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  security

  A

  license

  -

  quality

  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  10

  16

  MIT

• code-to-tree

  micl2e2

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  security

  A

  license

  -

  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT

• Skill-to-MCP

  biocontext-ai

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  security

  A

  license

  A

  quality

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  23

  Apache 2.0

• Swagger to MCP

  suhailtajshaik

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  security

  A

  license

  -

  quality

  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

  MIT

• Anything-to-NotebookLM

  joeseesun

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  security

  A

  license

  -

  quality

  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-10

  748

  MIT

• text-to-model

  mikan-atomoki

  A

  security

  A

  license

  B

  quality

  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• Related Identity MCP Server

  fengshanshan

  A

  security

  F

  license

  A

  quality

  Discovers related blockchain addresses and domain names for web3 identities across different platforms including Ethereum, Farcaster, Lens, and ENS using next.id's relation server data.

  Last updated 2025-06-30

  1

  9

• 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

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  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

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  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

• OpenAPI to MCP Server

  TykTechnologies

  A

  security

  A

  license

  D

  quality

  A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

  Last updated 2025-06-27

  3

  27

  41

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  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

• REST-to-Postman MCP

  runninghare

  A

  security

  F

  license

  A

  quality

  Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.

  Last updated 2025-04-13

  2

  2

• crawl-mcp-server

  Git-Fg

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  security

  F

  license

  -

  quality

  An MCP server for web content extraction that converts HTML pages into clean, LLM-optimized Markdown using Mozilla's Readability. It supports batch processing, intelligent multi-page crawling, and configurable caching while respecting robots.txt standards.

  Last updated 2026-01-14

  5

• Notion Query MCP Server

  advitrocks9

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  security

  F

  license

  -

  quality

  Provides structured, SQL-style query access to Notion databases, allowing Claude to filter, sort, and update pages through the Notion REST API. It enables advanced property-based filtering and database schema discovery beyond the capabilities of standard connectors.

  Last updated 2026-03-28
• 

  usensedata-mcp-server-queryofficial

  usensedata

  A

  security

  F

  license

  A

  quality

  Usense Data API now supports the MCP protocol, enabling easy enterprise data access via LLMs through the MCP-compatible usensedata-mcp-server-query-china-company.

  Last updated 2025-04-07

  9

  5

  5

• Save-To-NAS MCP

  danielrosehill

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  security

  F

  license

  -

  quality

  Enables saving files and folders to a local NAS over NFS with automatic share discovery, smart mounting, and seamless file transfers.

  Last updated 2026-01-02

  3

• Talk to Figma MCP

  pipethedev

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  security

  A

  license

  B

  quality

  Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.

  Last updated 2025-06-02

  38

  1,773

  1

  MIT

• Fan Out Query MCP

  houtini-ai

  A

  security

  A

  license

  B

  quality

  Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.

  Last updated 2026-04-16

  1

  8

  9

  Apache 2.0

• Agent to Figma MCP

  caelinsutch

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  security

  A

  license

  -

  quality

  Enables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.

  Last updated 2025-12-31

  MIT

• Text-to-SQL MCP Server

  tmstack

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  security

  F

  license

  -

  quality

  A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

  Last updated 2025-10-17

  14

• Talk to Figma MCP

  hyun1202

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  security

  A

  license

  -

  quality

  An MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server integration.

  Last updated 2025-06-25

  1,773

  MIT

• Text-to-GraphQL MCP Server

  Arize-ai

  -

  security

  F

  license

  -

  quality

  Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.

  Last updated 2026-02-11

  23

• Excel to PDF Converter

  kmexnx

  A

  security

  A

  license

  B

  quality

  An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.

  Last updated 2025-08-08

  2

  29

  6

  MIT

• Figma to React MCP

  surisagar900

  A

  security

  A

  license

  B

  quality

  Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.

  Last updated 2025-09-13

  5

  9

  MIT

• commit-to-pr-mcp

  vltansky

  A

  security

  F

  license

  A

  quality

  An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

  Last updated 2025-11-30

  1

  4