"Understanding and Evaluating APIs" matching MCP servers:

• @praveen030686/data-apis-mcp

  yantrix-ai

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  license

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  maintenance

  22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock prices and company financials, forex rates and conversion, and web scraping with AI summaries. All powered by x402 USDC micropayments on Base. $0.01-$0.25 per request.

  Last updated 2026-03-18

  22

  8

  MIT

• Vinted MCP and CLI Server

  googlarz

  A

  license

  A

  quality

  A

  maintenance

  Complete Vinted MCP and CLI Server

  Last updated 2026-05-13

  12

  31

  3

  MIT

• MCP Server for stock and

  aahl

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  license

  A

  quality

  C

  maintenance

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  385

  MIT

• Serper Search and Scrape MCP

  tahaswx

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  license

  B

  quality

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  maintenance

  Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

  Last updated 2025-03-13

  2

  37,883

  MIT

• MCP Search & Fetch

  lkiesow

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  license

  -

  quality

  B

  maintenance

  Provides web search and page fetching capabilities using Ollama's API.

  Last updated 2026-07-02

  MIT

• URL Reputation and Validity

  prismon

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  quality

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  maintenance

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

  Last updated 2025-05-29

  MIT
• 

  Nova Act MCP Serverofficial

  aws-samples

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  license

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  quality

  D

  maintenance

  Exposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.

  Last updated 2025-10-28

  80

  MIT No Attribution

• Bilibili Mcp Server

  XZXZZX-Ai

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  license

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  quality

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  maintenance

  ✨ 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 2026-07-25

  89

  11

  GPL 3.0

• MCP Server for Stealth Web

  maxylev

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  license

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  quality

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  maintenance

  A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.

  Last updated 2026-07-18

  1

• Remote MCP Server for Website

  elizabethsiegle

  F

  license

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  quality

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  maintenance

  An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.

  Last updated 2025-05-01

  6

• whed-tools

  Dasistaiden

  F

  license

  -

  quality

  D

  maintenance

  An MCP-native pipeline for collecting structured intelligence on higher education institutions using the WHED schema, enabling scraping, extraction, validation, and saving of profiles.

  Last updated 2026-04-01

• Gopher & Gemini MCP Server

  cameronrye

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  license

  A

  quality

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  maintenance

  Enables AI assistants to browse and interact with both Gopher and Gemini protocol resources safely and efficiently.

  Last updated 2026-07-20

  4

  7

  MIT

• Agent Readiness MCP

  forgemeshlabs

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  license

  A

  quality

  B

  maintenance

  Scans any website to generate an Agent Readiness Report based on the ASO framework, evaluating agent discoverability, trust, interoperability, and commerce readiness.

  Last updated 2026-06-17

  5

  29

  MIT
• 

  ReefAPI MCPofficial

  reefapi

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  license

  A

  quality

  B

  maintenance

  One MCP server providing access to 160+ live web data APIs (search, social media, e-commerce, real estate, jobs, travel, news, finance, and more) using dynamic discovery via 4 generic tools to avoid the agent's tool limit.

  Last updated 2026-06-25

  5

  MIT

• instagram-analyzer MCP

  SsangG77

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  license

  A

  quality

  C

  maintenance

  Analyzes public Instagram post URLs, returning captions and photos as image content for multimodal models like Claude, without requiring paid vision APIs.

  Last updated 2026-07-05

  1

  MIT

• Ollama Web Search

  deXterbed

  A

  license

  A

  quality

  B

  maintenance

  Enables web search and web fetch operations using Ollama's hosted APIs, allowing MCP clients to search the web and retrieve page content.

  Last updated 2026-06-14

  2

  MIT

• ShopGraph

  laundromatic

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  license

  A

  quality

  B

  maintenance

  Structured product data from the open web — where platform APIs don't reach. Schema.org + AI extraction. Pay per call via Stripe MPP.

  Last updated 2026-06-30

  2

  41

  3

  Apache 2.0

• web-perception-mcp

  JaviGala

  F

  license

  A

  quality

  C

  maintenance

  A DOM-first, vision-second MCP server for webpage analysis, combining structural DOM extraction with MiniMax vision to provide accurate, context-rich page understanding for AI coding assistants.

  Last updated 2026-06-08

  4

• Mountaineers MCP Server

  dreamiurg

  A

  license

  A

  quality

  B

  maintenance

  Enables AI assistants to search and browse mountaineers.org for activities, courses, trip reports, and routes, and optionally access authenticated user data such as upcoming activities, badges, and member profiles.

  Last updated 2026-07-20

  28

  34

  1

  MIT

• air_choose

  bitwiresys

  F

  license

  A

  quality

  C

  maintenance

  MCP server that watches flight and train fares across multiple provider APIs, with tools to manage watched routes and a background scheduler that re-checks hourly for new offers.

  Last updated 2026-07-10

  8