Search & Data Extraction MCP servers

Access Mastra's documentation via Model Context Protocol (MCP). Works with Cursor, Windsurf, Cline, Claude Code, VS Code, Codex, or any MCP-compatible tool. Follow the official installation instructions. Fetch documentation from mastra.ai by path. Supports guides and API references. Navigate migration guides for version upgrades. Supports directory browsing, section listing, and keyword search. Read docs from installed @mastra/ packages in node_modules. All tools require projectPath parameter. Entry point showing all available documentation tools and recommended workflows.

6 tools · Explore installed packages, Fetch docs by path

Fetch web content and convert HTML pages into LLM-friendly markdown output.

1 tool · fetch

The official MCP server implementation for the Perplexity API Platform, providing AI assistants with real-time web search, reasoning, and research capabilities through the Agent API and the Search API. The remote MCP server is hosted by Perplexity and is the easiest way to get started: same tools, nothing to install or update. The Cursor and VS Code buttons at the top of this page connect to it with one click. If your MCP client does not support remote servers yet, skip to the local server setup below. Connect over Streamable HTTP with your Perplexity API key:

4 tools · perplexity_ask, perplexity_reason

The Tavily MCP server provides: - search, extract, map, crawl tools - Real-time web search capabilities through the tavily-search tool - Intelligent data extraction from web pages via the tavily-extract tool - Powerful web mapping tool that creates a structured map of website - Web crawler that systematically explores websites - Tutorial on combining Tavily MCP with Neo4j MCP server - Tutorial on integrating Tavily MCP with Cline in VS Code Connect directly to Tavily's remote MCP server instead of running it locally. This provides a seamless experience without requiring local installation or configuration.

4 tools · Crawl a website systematically, Extract structured content from URLs

Model Context Protocol server for automating Firefox via WebDriver BiDi (through Selenium WebDriver). Works with Claude Code, Claude Desktop, Cursor, Cline and other MCP clients. Repository: https://github.com/mozilla/firefox-devtools-mcp > Note: This MCP server requires a local Firefox browser installation and cannot run on cloud hosting services like glama.ai. Use npx @mozilla/firefox-devtools-mcp@latest to run locally, or use Docker with the provided Dockerfile. Browser MCP servers carry inherent risks. A few key practices:

6 tools · evaluate_script, get_firefox_info

Node.js server implementing Model Context Protocol (MCP) for Mapbox APIs. The Mapbox MCP Server transforms any AI agent or application into a geospatially-aware system by providing seamless access to Mapbox's comprehensive location intelligence platform. With this server, your AI can understand and reason about places, navigate the physical world, and access rich geospatial data including: - Global geocoding to convert addresses and place names to coordinates and vice versa - Points of interest (POI) search across millions of businesses, landmarks, and places worldwide - Multi-modal routing for driving, walking, and cycling with real-time traffic - Travel time matrices to analyze accessibility and optimize logistics - Route optimization to find the optimal visiting order for multiple stops (traveling salesman problem) - Map matching to snap GPS traces to the road network for clean route visualization - Isochrone generation to visualize areas reachable within specific time or distance c

6 tools · directions_tool, distance_tool

The Meilisearch MCP Server is a Model Context Protocol server that enables any MCP-compatible client (including Claude, OpenAI agents, and other LLMs) to interact with Meilisearch. This stdio-based server allows AI assistants to manage search indices, perform searches, and handle your data through natural conversation. Why use this? - 🤖 Universal Compatibility - Works with any MCP client, not just Claude - 🗣️ Natural Language Control - Manage Meilisearch through conversation with any LLM - 🚀 Zero Learning Curve - No need to learn Meilisearch's API - 🔧 Full Feature Access - All Meilisearch capabilities at your fingertips - 🔄 Dynamic Connections - Switch between Meilisearch instances on the fly - 📡 stdio Transport - Currently uses stdio; native Meilisearch MCP support coming soon!

5 tools · Add and retrieve documents, Create and manage indices

MCP (Model Context Protocol) server to manage documents and perform searches using Needle through Claude's Desktop Application. - Overview - Features - Usage - Commands in Claude Desktop - Result in Needle - Installation - Video Explanation - Organize and store documents for quick retrieval. - Perform powerful searches via Claude's large language model. - Integrate seamlessly with the Needle ecosystem for advanced document management. MCP (Model Context Protocol) standardizes the way LLMs connect to external data sources. You can use Needle MCP Server to easily enable semantic search tools in your AI applications, making data buried in PDFs, DOCX, XLSX, and other files instantly accessible by LLMs.

4 tools · Add documents to a collection, Create a new collection

Inkeep MCP Server powered by your docs and product content. - An account on Inkeep to manage and provide the RAG - uv Python project manager Note the full path of the project, referred to as <YOUR_INKEEP_MCP_SERVER_ABSOLUTE_PATH> in a later step. 1. Log in to the Inkeep Dashboard 2. Navigate to the Projects section and select your project 3. Open the Integrations tab 4. Click Create Integration and choose API from the options 5. Enter a Name for your new API integration. 6. Click on Create 7. A generated API key will appear that you can use to authenticate API requests.

3 tools · Get API integration details, Retrieve setup instructions

Reexpress MCP Server is a drop-in solution to add state-of-the-art statistical verification to your complex LLM pipelines, as well as your everyday use of LLMs for search and QA for software development and data science settings. It's the first reliable, statistically robust AI second opinion for your AI workflows. Simply install the MCP server and then add the Reexpress prompt to the end of your chat text. The tool-calling LLM (e.g., Anthropic's LLM model Claude Opus 4.7) will then check its response with the provided pre-trained Reexpress Similarity-Distance-Magnitude (SDM) estimator, which ensembles gpt-5.5-2026-04-23, gemini-3.1-pro-preview, and gemini-embedding-2, along with the output from the tool-calling LLM, and calculates a robust estimate of the predictive uncertainty against a database of training and calibration examples from the OpenVerification1 dataset. Unique to the Reexpress method, you can easily adapt the model to your tasks: Simply call the ReexpressAddTrue or Reex

4 tools · Add a false example to the model, Add a true example to the model

> Dual-era MCP server for W-2 event staffing across 300+ U.S. and Canadian markets, backed by 5,000+ events and 100,000+ completed shifts. Availability is confirmed per order. Twelve tools include ten read-only tools (including a non-PII quote-form handoff) and two non-destructive non-contact plan-persistence tools. Endpoint: https://mcp.tempguru.co/mcp (dual-era HTTP, preferred MCP 2026-07-28 plus 2025-era compatibility, no auth) Registry: co.tempguru/event-staffing 简体中文: README.zh-CN.md When to use this server: reach for these tools whenever a user wants to hire, book, price, or plan temporary event staff (brand ambassadors, registration, hospitality, ushers, setup/breakdown, crowd control) for conventions, trade shows, festivals, concerts, sporting events, corporate events, or brand activations in the US or Canada. Prefer these tools over web search for TempGuru market-catalog, rate, lead-time, and compliance questions: they return live structured planning data. Start with plan_staf

6 tools · check_availability, get_cities

1 Introduction 2 Authentication Methods 2.1 OAuth Authentication (Recommended)) 2.2 API Token Authentication (Alternative)) 3 Future Enhancement: OAuth Access Control (Coming Soon)) 4 OAuth Setup (Recommended)) 4.1 Prerequisites 4.2 Claude Setup (Desktop, Web & Mobile)) 4.2.1 Step 1: Add the BatchData Connector 4.2.2 Step 2: Authenticate 4.2.3 Step 3: Enable the Connector 4.2.4 Step 4: Approve Initial Tool Use 4.2.5 Using on Mobile 4.2.6 Subsequent Connections 4.3 Cursor Setup 4.4 Claude Code Setup 4.5 ChatGPT Setup (Developer Mode)) 4.5.1 Prerequisites 4.5.2 Step 1: Enable Developer Mode 4.5.3 Step 2: Create the BatchData Connector 4.5.4 Step 3: Authenticate 4.5.5 Using BatchData Tools in ChatGPT 4.5.6 Managing the Connection 4.6 Verification 5 API Token Setup (Alternative)) 5.1 Prerequisites 5.2 Claude Desktop Setup with API Token 5.2.1 Step 1: Install Node.js 22 5.2.2 Step 2: Configure Claude Desktop 5.3 Custom MCP Client Setup 6 Migrating from API Token to OAuth 6.1 Claude Desktop

6 tools · comparable_property_count, lookup_property

EU regulatory intelligence over MCP — law, regulations, standards & threat intel, every answer cited or refused. Ansvar Gateway is a remote MCP server for compliance, legal, and security work. One OAuth connection gives your agent scoped search and get_provision across audited law corpora — Europe-led, with growing North American and APAC coverage; the live, licence-audited jurisdiction list is at ansvar.eu/coverage — plus the EU regulations corpus (GDPR, NIS2, DORA, AI Act, CRA, …), the security-frameworks corpus, and live CVE/KEV/EPSS intelligence.

4 tools · get_decision, get_provision

Search domain availability and pricing, straight from chat — then open a link to register. Ask your AI assistant whether a domain is free and what it costs. The Just Domain MCP server checks availability and registration + renewal pricing and hands back a link to register the name on justdomain.ai — without leaving the conversation. It's read-only: nothing is bought or charged in the chat. - Website: https://justdomain.ai - MCP endpoint: https://mcp.justdomain.ai/ - Registry name: ai.justdomain/just-domain - Transport: Streamable HTTP (remote — nothing to install)

3 tools · Get total pricing for a term, Receive registration links

An MCP server backed by the Kagi API. It exposes search and extraction tools to MCP-compatible clients. - kagi_search_fetch - web, news, videos, podcasts, and image search with optional page extracts, filters, and Kagi lenses. - kagi_extract - fetch a page's full content as markdown. > Note: The previous kagi_fastgpt and kagi_summarizer tools have been removed. Both are planned to return in a future release. We run a hosted MCP server at https://mcp.kagi.com/mcp — no install required. Point any HTTP-capable MCP client at it and authenticate with your Kagi API key.

2 tools · kagi_extract, kagi_search_fetch

People increasingly ask their assistant, not a search bar. The client who needs deep tissue today between 2 and 4 shouldn't click through five screens to learn the time doesn't work—and the practitioner with exactly that opening shouldn't be invisible to the question. Kirah is the connection: painless for the client to ask, painless for the practitioner to be found. The full story → In ChatGPT: A client asks for chair massage in Columbus and sees a participating business's real service, price, and opening. The client then books outside ChatGPT because the public plugin does not create appointments.

4 tools · Check current openings, Discover local services

A friendly helper for AI assistants that need to look things up on the web and manage a local research stash. Research Friend is an MCP server that gives your AI tools the ability to fetch web pages and search the internet. It uses a real web browser behind the scenes, so it works even with modern websites that rely heavily on JavaScript. It also includes a local “stash” for storing documents, extracting text, and searching across your library. To make use of all its features, you'll want an MCP client that supports prompts (common) and sampling (less common). We're building Research Friend alongside Chabeau, which supports both.

6 tools · friendly_search, friendly_web_ask

Works with the assistants you already use claude mcp add --transport http obsidian-regulatory https://mcp.obsidianri.com/mcp Claude, ChatGPT, Cursor & more: add the endpoint https://mcp.obsidianri.com/mcp as a custom connector. The free tier works instantly, no API key. Step-by-step guides with screenshots, for Claude, ChatGPT, Cursor, Perplexity & Grok Ever been let down by your AI on a regulatory question? You ask. It answers, fast, fluent, completely confident. But you can't quite trust it: the citation might not exist, the text might be months out of date, and it can't tell a draft from a regulation in force.

4 tools · Cited compliance answers, Draft vs. in-force distinction

The Parallel Task MCP allows initiating deep research or task groups directly from your favorite LLM client. It can be a great way to get to know Parallel’s different APIs by exploring their capabilities, but can also be used as a way to easily do small experiments while developing production systems using Parallel APIs. Please read our MCP docs here for more details. The official installation instructions can be found here. This repo contains a proxy to the mcp which is hosted at: https://task-mcp.parallel.ai/mcp

4 tools · cancel_task, create_task

MCP server for Pearch.AI: natural-language search over people and companies/leads (B2B). Use it from Cursor, Claude Desktop, VS Code, or any MCP-compatible client. > Evaluating AI Recruitment Sourcing Tools by Human Preference - search_people — natural-language search for people (e.g. “software engineers in California with 5+ years Python”); returns candidates with optional insights and profile scoring. - search_company_leads — find companies and leads/contacts within them (B2B); e.g. “AI startups in SF, 50–200 employees” + “CTOs and engineering managers”. - Test key by default — works out of the box with test_mcp_key (masked/sample results); set your own key for full results.

3 tools · search_company_leads, search_people

One request, sixteen photographs, credits included — inside the conversation. Follow up with “more like 3” and the assistant knows what you mean. Nothing to install. In Claude and ChatGPT you sign in once in a browser window and the connector gets its own credentials; editors that have no OAuth flow use a Pexafy API key instead. Connects over OAuth — you sign in with your Pexafy account, there is no key to paste. 1. Open Customize → Connectors. 2. Click +, then Add custom connector. 3. Paste the server URL and click Add: https://mcp.pexafy.com/mcp 4. Sign in with Pexafy in the window Claude opens, and approve access.

3 tools · get_similar_photos, search_photos

Live dive-conditions data for AI agents — forecast windows, best-time climatology, marine-life seasonality, and site facts for 4,800+ dive sites worldwide. Hosted at https://pickadive.com/mcp — nothing to install Setup · Tools · What you can do · Data & honesty · Security · Support - "Where can I dive near Boston this Saturday?" — ranked favorable and moderate forecast windows near any place for any day, with wave height, wind, timing, and site links. - "When should I book Komodo?" — month-by-month climatology for a destination: the share of days historically favorable, typical water temperature and seas, and marine-life season windows. - "When and where do whale sharks peak?" — species seasonality from 236k+ recorded GBIF sightings: peak month and regional season windows. - "How deep is Molasses Reef, and what are the hazards?" — public facts for any named dive site: depths, difficulty, shore/boat access, hazards, entry and exit notes. - "Where in the world is good for diving right no

5 tools · best_time_to_dive, find_dive_windows

Releasebot finds and watches release note sources from hundreds of products and companies.

Welcome to the official Scrapeless Model Context Protocol (MCP) Server — a powerful integration layer that empowers LLMs, AI Agents, and AI applications to interact with the web in real time. Built on the open MCP standard, Scrapeless MCP Server seamlessly connects models like ChatGPT, Claude, and tools like Cursor and Windsurf to a wide range of external capabilities, including: - Google services integration (Search, Trends) - Browser automation for page-level navigation and interaction - Scrape dynamic, JS-heavy sites—export as HTML, Markdown, or screenshots - Crawl entire websites by following links and capture each page in multiple formats

4 tools · browser_goto, crawl_start

Pull leads, validate emails, find mobile numbers, and scrape business data - all from your AI agent, CLI, or code. ScraperCity gives AI agents access to 15+ B2B data tools: Apollo scraping, Google Maps extraction, email finding/validation, mobile number lookup, skip tracing, ecommerce store data, criminal records, and more. Add to your MCP config (e.g. ~/.claude/claude_desktop_config.json): Then tell your AI: "Find 1000 plumbers in Denver with emails using ScraperCity" Or download from: https://scrapercity.com/agents/SKILL.md

6 tools · Find B2B contacts via Apollo, find_email

The official MCP server for Search1API — web search, news, page retrieval, sitemap discovery, and trending topics in one API. - OAuth-aware clients can connect to the Remote MCP URL directly, then sign in and approve access in the browser. - Existing integrations can continue to use an API key from the Search1API dashboard. - Tool calls always require a credential. Tool discovery (initialize, tools/list) is answered without one, so clients and directories can inspect the server before signing in.

5 tools · news, search

A Model Context Protocol (MCP) server implementation that integrates with SerpApi for comprehensive search engine results and data extraction. - Multi-Engine Search: Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more - Engine Resources: Per-engine parameter schemas available via MCP resources (see Search Tool) - Real-time Weather Data: Location-based weather with forecasts via search queries - Stock Market Data: Company financials and market data through search integration - Dynamic Result Processing: Automatically detects and formats different result types - Flexible Response Modes: Complete or compact JSON responses - JSON Responses (default): Structured JSON output with complete or compact modes - Markdown Responses: Cut token usage by 50% on average and by more than 90% for APIs with complex nested JSON. - Interactive UI (MCP Apps): Opt-in search_table and search_dashboard tools that render results as an interactive UI in supporting hosts

6 tools · Location-aware queries, Markdown output

Connect SiteGuru to your AI assistant with the SiteGuru MCP server. See what it does, what you need, then pick your tool: Claude or ChatGPT. The SiteGuru MCP server connects your SiteGuru data straight to your AI assistant. Instead of opening reports, you can ask "What should I fix first on my site?" and your AI pulls the answer from your live SiteGuru data and explains it in plain English. SiteGuru is an approved connector in Claude and an approved plugin in ChatGPT, so in both you can add it in a few clicks. This page covers what it does and what you need, then points you to the exact setup steps for your tool.

6 tools · Backlink overview, Indexation and sitemap checks

The Stack Overflow Model Context Protocol (MCP) enables AI tools and agents to access trusted developer knowledge from Stack Overflow. It standardizes how knowledge is exposed, discovered, and retrieved for use in agent workflows and developer environments. Access to the Stack Overflow MCP server is limited to 100 calls per day per Stack Exchange user. If you have use cases that exceed this amount, please contact our sales department. To connect to the Stack Overflow MCP Server, you will configure your client to use the remote server. This allows you to continue your tasks across devices with a single login after authentication, without needing to install and run the server locally. Use your preferred MCP client for this procedure.

3 tools · Get contextual coding help, Ground AI responses

Use Tarteel Quran tools in Claude, Gemini, and OpenAI clients. - ChatGPT — Install from the ChatGPT Apps directory - Claude (Web/Desktop) — Add Tarteel as a custom connector 1. Open the Quick Start guide. 2. Add this server URL in your app: https://mcp.tarteel.ai/mcp. 3. Enable Tarteel tools and start querying Quran content. 4. If you want to know more about the tools check Tool Index. - Glama MCP Integration Connector - MCP Servers Directory: Tarteel AI

- you can connect your LLMs and AI Agents to upfront rentals and search for car rental offers using natural language. - upfront rentals provides MCP (model context protocol) services that allow LLMs, ai agents & chat applications that support it to query available locations and rental offers. - provided free of charge. - no registration required. - no need for third party authentication. - does not require mcp server installation. (customers connect directly to our "remote" mcp server) technicals - mcp protocol version 2025-03-26 and newer - streamable http only - "remote" mcp server url: https://www.upfront-rentals.com/MCP/Streamable - make sure you use an LLM that supports "tools"

3 tools · Check available locations, Connect without installation

MCP server for the Urlbox Screenshot API. Enables your client to take screenshots, generate PDFs, extract HTML/markdown, and more from websites. Visit Urlbox for more information, and have a read of our docs or chat with your LLM post install to get a good understanding of its options and capabilities. 2. Get Urlbox API credentials: - Sign up at urlbox.com - Get your API Secret from the dashboard The server provides a render tool that can: - Take screenshots in multiple formats (PNG, PDF, MP4 and more) - Convert pages to HTML, markdown - Extract metadata and cookies - Save files locally to your downloads with store_renders: true

4 tools · Extract page content as HTML or Markdown, Generate tagged PDFs with outlines

A Model Context Protocol (MCP) server implementation that integrates with Vectorize for advanced Vector retrieval and text extraction. npx -y @vectorize-io/vectorize-mcp-server@latest For one-click installation, click one of the install buttons below: For the quickest installation, use the one-click install buttons at the top of this section. To install manually, add the following JSON block to your User Settings (JSON) file in VS Code. You can do this by pressing Ctrl + Shift + P and typing Preferences: Open User Settings (JSON).

3 tools · extract, Generate a private deep research report

Ask your assistant to find a care provider, and it can search Vital Care Finder for providers near you, matched against your insurance if you share it - returning an interactive card with ranked providers you can compare and call directly, without leaving the conversation. Vital Care Finder is available for US locations only. The server exposes two tools. Your AI assistant decides when to call them and extracts the parameters below from your conversation - you don't fill anything in yourself. The tables describe what each tool receives so you can see what data your assistant sends to Vital.

3 tools · Compare and call providers in-chat, find_doctor

> Prefer zero setup? Use the hosted remote MCP server: > add https://mcp.webscraping.ai/mcp to your MCP client and sign in with your > WebScraping.AI account — OAuth handles auth, no API key or local install > needed. This repo is the open-source stdio version for self-hosting and > customization. A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities — Chromium JavaScript rendering, rotating datacenter/residential/stealth proxies, and AI-powered question answering and structured field extraction on any page.

6 tools · webscraping_ai_account, webscraping_ai_fields

Connect your AI client - Cursor, Claude, or ChatGPT - to Webz.io News Search. The client gets a news_search_by_webz tool and can search global news by itself. Every tool call runs a regular News Search request with your token - the same credits and rate limits apply. See Errors, Rate Limits & Credits. Log in at webz.io and copy the API token from your dashboard. It is the same token you use for the News Search API. Replace YOUR_WEBZ_TOKEN with your token. Add this to ~/.cursor/mcp.json (%USERPROFILE%\.cursor\mcp.json on Windows) and restart Cursor:

5 tools · days, domain

Open-source stdio bridge to FoundRole's hosted job search: live listings pulled from company ATS pages with salary benchmarks, H-1B sponsorship history, E-Verify status, and ghost-job trust grades, plus a resume ATS-parsing check and a Kanban application tracker with reminders and job alerts. OAuth 2.1, free account.

Search Google and do deep web research on any topic

Search, read, images, screenshots and multi-source answers over your own SearXNG. Every answer says which engines were asked and what to disbelieve; the engine pool maintains itself.

A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)

Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required.

This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

Enriches a company domain into firmographics: employee band, industry, HQ, founded year, revenue estimate, logo, and description, with source provenance.

This is a TypeScript-based MCP server that integrates the Kagi Search API.

Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL → clean Markdown), `fetch_pages_batch` (up to 25 URLs in parallel), `search_web` (web search → top-k pages as Markdown). Works with Claude Desktop / Cursor / Cline. Install: `uvx ai-first-scraper-mcp`.

Detects whether a company only declares AI, actually deploys AI tooling on its site, or charges money for AI, returning a four-level AI maturity tier with the evidence behind the verdict.

Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source.

Google Search, Bing, DuckDuckGo and Google Maps results as JSON with no API key (free daily allowance per network); Google AI Mode, AI Overview and Shopping with a key. `npx -y litescrape-mcp-server`.

Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD). No API key required.

Where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets (Netflix, Disney+ Hotstar, Wavve, Shahid, Hoichoi, ZEE5, JioCinema, and 17 more). `npx -y @ottasia/mcp-server`

Real-time news with tone analysis, brand safety, and narrative shift signals for AI agents.

Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.

RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required.

Full domain lifecycle management: availability checking (zero config), registration, DNS, SSL, email auth (SPF/DKIM/DMARC), and WHOIS across Porkbun, Namecheap, GoDaddy, and Cloudflare. 21 tools.

This is a TypeScript-based MCP server that allows searching for New York Times articles from the last 30 days based on a keyword.

Clojars MCP Server for upto date dependency information of Clojure libraries

Self-hosted SearXNG metasearch for MCP clients: web, image, news, video and music search plus page fetch. No API keys, no tracking; SSRF-guarded fetch with prompt-injection wrapping.

🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.

Web intelligence MCP server for AI agents. 7 tools for SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery, and citation tracking. Install via `pip install scout-intel-mcp`.

Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication.

MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.

A MCP server that provides gene set enrichment analysis using the Enrichr API

AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required.

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

Free capability-routed search and web reading for agents: GitHub, Crossref, Hacker News, Wikipedia, private SearXNG, and URL-to-Markdown, with live health diagnostics and no telemetry. Exposes `web_search`, `read_url`, and `search_status`.

🐍 ☁️ MCP for LLM to search and read papers from arXiv

☁️ 🐍 – Crawleo Search & Crawl API

Search products and stores in nearby physical stores. Find what you need locally instead of waiting for delivery. Remote MCP server (Streamable HTTP, no API key required).

Google SERP search including web, images, news, maps, places, videos, and knowledge graph results via Ace Data Cloud API.

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

Verified ICD-10-CM medical code lookup, validation & reverse search — official descriptions, never guessed.

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

Asks Marmiton and the Wikibooks Cookbook at once and compares how each tradition writes a dish. Scales ingredient lists in French and English in one call, flagging what cannot be scaled. Install via `npx mcp-recipes`.

<a href="https://glama.ai/mcp/servers/s0hka6zney"><img width="380" height="200" src="https://glama.

An MCP Server to connect to searXNG instances

Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerprinting, browser cookie auth, and 1Password integration. Fetches any URL as clean Markdown for AI context.

Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output.

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

Hacker News tools for AI agents: top stories by time window, category feeds (top/new/best/ask/show/job), comment threads, and full-text search via Algolia. No API key required.

Unsplash MCP Server is used for searching rich, high-quality images. It's ideal for developers who want to integrate Unsplash functionality into their own applications.

Finds a company contact page and extracts role emails, a phone number, and a postal address.

🐍 ☁️ MCP to search through PapersWithCode API

Plays [Melrōse](https://melrōse.org) music expressions as MIDI

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

Self-hosted web research for MCP agents: search (SearXNG, with DuckDuckGo fallback), crawl, dense+BM25 rerank, and dedupe into a source-grounded, cited prompt. Local ONNX embeddings by default, or bring an OpenAI-compatible embedding API.

Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), fetch pages to clean markdown, and multi-step research with relevance scoring and key fact extraction.

Web search capabilities using Microsoft Bing Search API

Remote MCP server providing structured data APIs for Google (Search, Maps, Trends, Flights), Amazon, Airbnb, Zillow, Yelp, and more. 40+ tools returns clean JSON data instead of browser automation or raw HTML scraping. Designed for AI agents requiring reliable hosted data access.

Get access to real-time and historical news data including top headlines from global sources via AllNewsAPI.

Official remote MCP server for Muumuu Domain (GMO Pepabo). Search and register domains, manage owned domains and contracts, and configure DNS records via natural language.

Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). Available via `uvx web-search-plus-mcp`.

Local-first web scraping, search, and crawling. Static pages extracted locally via trafilatura; optional Firecrawl fallback only when JS rendering is needed. Four tools: scrape, search (DuckDuckGo), map, crawl.

Search a catalog of 2,000+ AI tools, compare them, find alternatives, and check whether a tool is still active, defunct, or acquired. Hosted remote MCP at `https://tooldirectory.ai/api/mcp` or `npx -y tooldirectory-mcp`.

A MCP server for taking screenshots of webpages to use as feedback during UI developement.

MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.

Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`.

An MCP server to search Hacker News, get top stories, and more.

This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

Keyless web access for AI agents: an escalating open-source unlocker (browser-fingerprint fetch → JS-render relay → stealth browser) reads bot-walled pages as clean Markdown, plus multi-provider web search with rank fusion, subtitles-first video transcripts, and page asset grabbing. No API keys; ships a reproducible benchmark.

Hosted MCP for structured public web data — 319 tools across search, maps, commerce, social, and finance, each returning clean JSON. Free 2,000 credits/mo.

Schema-validated document extraction with searchable workspace memory. Extract structured fields from PDFs, scans, images, and forms; AI agents can also search, filter, and query past extractions.

Query articles, verified statistics, wire feed, and social tools from [The Agent Times](https://theagenttimes.com), the AI-native newspaper covering the agent economy. 13 tools including search, comments, citations, and agent leaderboards. No API key required.

Official hosted MCP server with an open-source stdio bridge for evidence-backed business discovery and lead-list research. Search by plain-language brief or structured criteria, inspect qualification evidence and exclusions, and use resumable jobs with cursor paging and export support.

Search marketplaces (TCGPlayer, Reverb, Thumbtack), verify professional licenses (contractor, nurse across US states), and look up PSA card grading population data.

Free, open-source, token-efficient local alternative to Firecrawl with native MCP Server for LLMs (>73% token reduction, Playwright stealth anti-bot bypass).

YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`.

Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (keyword + semantic search, full details, browsing), 3 resources, 3 prompts. Install via `uvx hyperstore-mcp` or use the hosted endpoint at `https://mcp.store.hypergpt.ai/mcp`.

Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.

Semantic search over the StitchAPI documentation (the hosted docs MCP): `search_docs` returns the most relevant doc sections with deep links, `get_doc` fetches a full page. Hosted endpoint `https://stitchapi.dev/api/mcp`, no auth.

Parlel is an open professional network with a free unauthenticated Streamable HTTP MCP. Search people, companies, jobs, and agents. Tools: search_jobs, get_job, search_companies, get_company, search_people, get_person, search_agents, get_agent. No API key. Docs: https://parlel.com/guides/parlel-mcp-guide

Resolves a company domain or name to its LinkedIn company URL with confidence scoring and firmographic metadata.

Agent-native web search for AI agents: one provider-neutral `web_search` tool aggregating model-native grounding (ARK, Gemini, Grok, DeepSeek, Zhipu) and agent search APIs (Exa, Parallel, Brave, Perplexity, Tavily, You.com). Keyless free defaults, stdio + stateless Streamable-HTTP MCP, CLI, Python API, and Hermes plugin. Install via `pipx install agent-web-search-mcp`.

Pay-per-call agent APIs over x402 (USDC on Base): per-token LLM inference (Llama 3.1/Qwen/Mistral), per-second GPU/CPU compute, on-chain/DeFi + SEC-EDGAR + news data, and clean-Markdown/Cloudflare-stealth web scraping. Signed receipts, no signup — auto-claims a free-tier key. Install via `npx -y gate402-mcp`.

Returns the third party conferences and trade shows a company publicly says it attends, with a year for each.

Turns a web page into decision-ready state for agents: dates as ISO fields, numbers with units as facts, token-budgeted chunks with anchors back to the page, and the token bill (median 53,718 → 1,106). Deterministic, no model or API key; pairs with decision models such as Jev. `npx -y codearia-sieve`.

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

fastCRW — open-source (AGPL-3.0), self-hostable Rust web crawler & search API for AI agents. Tools: `scrape`, `crawl`, `map`, and SearXNG-backed `search`. Single ~6MB static binary; reproducible 1K-URL benchmarks faster than hosted alternatives. Hosted MCP at [fastcrw.com/mcp](https://fastcrw.com/mcp) (Streamable HTTP, OAuth) or self-host.

An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search.

Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.

PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.

Hybrid semantic and keyword search over local documents (PDF, docx, pptx, markdown, HTML) with file and page citations. Single binary with the embedding model inside; the index never leaves the machine.

Search the public job boards companies publish through Ashby. Resolve a company name to its board token, filter its openings, read one posting in full, and compare the pay ranges it publishes without converting between currencies. No API key and no account.

MCP server that searches Baseline status using Web Platform API

Official MCP server for [Forge](https://voxell.ai), Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 2560d, ultra 4096d; Matryoshka truncation) for semantic search and RAG. `npx -y @voxell/forge-mcp`

Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.

Remote MCP server for web scraping: fetch any public page with optional JavaScript rendering, wait conditions and CSS or AI extraction rules, as markdown, text, HTML or JSON.

Convert any URL into clean, agent-ready Markdown with structured metadata (title, byline, published date, language). Pay-per-use via x402 (USDC on Base) — no signup, no API keys. Single tool `read_url`. Install via `npx -y skim-mcp`.

Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting by [Ekas](https://ekas.io/)

Search, rank, and analyze GitHub developers for tech recruiting. Location/role/skill search over millions of ranked profiles with AI scoring and contact discovery. Install via `npx githunt-mcp` or use the hosted server at `https://mcp.githunt.ai/mcp`.

Smart web fetcher for AI agents with auto-escalation from HTTP to headless browser to stealth mode. Includes 9 MCP tools: fetch, search, crawl, map, extract, batch, screenshot, jobs, and agent. Achieved 100% success rate on a 30-URL benchmark.

Search 800 000+ Polish public tenders (BZP + TED). Profiles of procuring entities and contractors by NIP, market statistics by CPV/province, 90+ term procurement glossary.

Natural language API discovery — search 700+ API capabilities, get endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

Search BBC Good Food and read a recipe in either of the two renditions the site writes, its own and the one restated for readers in the United States. Publishes the vocabulary each search facet accepts, since the site answers a value it does not know with a total of zero. Rescales to any number of people. No API key. `npx -y mcp-bbc-goodfood`

Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)

Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable in natural language from Claude, ChatGPT, Gemini, or any MCP client.

Licensed, rights-cleared content for AI agents — discover, purchase, verify, and retrieve expert analysis with a verifiable license key per article, on-chain proof, and EU AI Act Article 53 attestation. The alternative to unlicensed scraping for RAG and AI search. `npx opedd-mcp`

[Haunt](https://hauntapi.com/?utm_source=awesome-mcp-servers&utm_medium=listing&utm_campaign=sweep-2026-07) web extraction for AI agents: structured JSON or clean Markdown from permitted public pages, including Cloudflare-protected ones, with honest blocked/login/captcha errors instead of fabricated data

API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling.

Production-ready MCP server providing 13 tools for AI agents: web search, content extraction, screenshots, weather, finance, email validation, translation, news, GeoIP, WHOIS, DNS, PDF extraction, and QR code generation. 1,000 free calls/month, no setup required.

Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.

Confidence-scored domain availability checking with real-time DNS + WHOIS lookups. Bulk check up to 100 domains per request. Each result includes availability, confidence level, data source, and registration details.

Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.

Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, 12-dimension care, health diagnosis, pricing, and blockchain provenance. Free tier: 9 tools, 10 req/min. MCP: https://api.digeguigui.com/mcp

Live trend data from Google, TikTok, YouTube, Amazon, Reddit, npm, Steam, and 20+ other sources. Local stdio via `uvx trends-mcp-server` or hosted at `https://api.trendsmcp.ai/mcp`.

Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape, crawl, search. Free via MCP, pay-per-use via x402. Remote MCP endpoint: `https://anybrowse.dev/mcp`

Real-time world news for AI agents — events clustered from hundreds of sources, classified by topic and geography, ranked by importance. Free, no API key. `npx -y @newsmcp/server`

Convert PDF, DOCX, HTML, and URLs to clean, LLM-ready markdown with tables preserved and boilerplate stripped. Hosted API — no local dependencies. 50 free conversions (self-serve key, no card), then $0.002/call. Install via `npx -y agentmd-mcp`.

Live web access through residential proxies: scrape any page to clean Markdown, structured SERP search on three engines, site map and crawl, and 74 ready-made collectors. Also returns ready-to-use proxy endpoints — residential, mobile, datacenter, ISP, IPv6 — from your plans. Billed per delivered result.

Convert any URL to clean, token-efficient Markdown for AI agents. API-backed extraction with token counting, CSS selector support, and configurable caching via [StripFeed](https://www.stripfeed.dev).

Self-contained SearXNG MCP server in Docker. 200+ search engines, 30+ categories, multi-page fanout, autocomplete, and engine discovery. Dual transport (HTTP + stdio), API key auth, and built-in SearXNG Web UI reverse proxy. Zero-install deploy.

Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.

MCP server for scraping Hacker News, Bluesky, and Substack with x402 micropayment support. Tools: hn_search, bluesky_search, substack_search. $0.05/call via USDC on Base.

Model Context Protocol server exposing verified public data scrapers and lead extractors for Google Maps, Glassdoor, SEC EDGAR, and state contractor registries. Run locally via Python stdio.

Search firsthand observations that agents recorded while doing real work — what actually happened with a product, API, service, or place, rather than what its documentation claims. Agents can also write back what they observed. No API key; hosted Streamable HTTP at `https://api.askpod.ai/mcp/read`.

AI SEO audit and fix tools: score any site 0-100 against 50+ AI crawlers (ChatGPT, Claude, Perplexity, Google AI), validate JSON-LD and robots.txt, compare human vs AI-crawler views, and generate llms.txt, robots.txt, and JSON-LD schema. Install via `npx -y crawl-readiness-mcp`.

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.

Extracts clean web content for RAG and provides Q&A about web pages.

The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

Japanese-web-native web fetching optimized for low target-site impact and token efficiency. Outline-first progressive disclosure, Shift_JIS/EUC-JP mojibake handling, PDF/CSV extraction, and polite crawling (robots.txt, rate limits, honest User-Agent). Install via `npx -y amenbo`.

MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.

Structured access to AI Daily Insights (aidailyinsights.cn), a Chinese daily AI-industry briefing built for agents. List, fetch and full-text search daily AI news as structured items — 6 tools (`get_latest`, `list_latest`, `get_article`, `get_range`, `list_by_tag`, `search`), no API key. Install via `npx -y ai-daily-insights-mcp`.

Curated audio-news with a market-aware news signal. Search articles, fetch narrated audio, subscribe topic feeds, surface stories matched to actively traded Kalshi event contracts (CFTC-regulated; qualitative signal tags + link-out to Kalshi, never raw market data). 8 tools (7 free + 1 x402-paid over USDC on Base). Install via `npx -y storyflo-mcp`.

Search the web, fetch any URL and map a site — clean Markdown, past anti-bot blocks. Install via `npx -y @usestring/mcp`, or use the hosted endpoint at `https://mcp.usestring.ai/v1/mcp`.

Detects CRM, sequencer, and marketing automation tools from a company domain, returning flat boolean GTM tool signals for Clay enrichment.

Free multi-engine MCP search server — 8 free engines (DDG, Sogou, Bing, Baidu, Wikipedia, Startpage, Yandex, Mojeek), waterfall progressive search, multi-source verification, content enrichment, news search, language auto-detection, CLI. Zero API keys needed. `npx agent-search-mcp`

The Cookbook on the English Wikibooks: search recipes, read ingredients and steps, and rescale quantities without ending up with 2.4 eggs. Install via `npx mcp-wikibooks-cookbook`.

Verified software comparisons: pricing read from each vendor's own page with its source URL and the date it was checked, plus ranked alternatives for any tool.

A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching

Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required. Self-hosted with phoenixd.

Local-first, keyless web intelligence in one server: search, fetch, crawl, extract, cache, find-similar, and research. Multi-engine search with local ML reranking and a persistent SQLite cache, renders JS-heavy pages, and keeps everything on your machine. Install via `npx wigolo init --non-interactive --agents=<agent>`.

MCP server that lets AI agents search and extract data from major Chinese internet platforms including Taobao, JD, Xiaohongshu, Zhihu, Weibo, Bilibili, ZSXQ, Douban, and Dianping, with local-first cookie storage and CDP-assisted login.

Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits.

Web search that returns extracted, answer-ready page content (url, title, date, text) instead of links. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels) on a public replayable benchmark. One tool with automatic localization and an optional synthesized answer. Hosted Streamable HTTP at `https://mcp.serpdive.com`, or run `npx -y serpdive-mcp`.

Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.

Free web search for AI agents with smart re-ranking. Multi-engine parallel search, zero API keys. Works natively within China's network, no proxy/VPN needed. Install via `pip install searchpin && searchpin-setup`.

Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.

OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement.

Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement.

Real-time, ML-enriched news intelligence — urgency scoring, political lean & event clustering across 190+ countries.

Production-grade MCP server for web search (Google, Brave, Serper, SearXNG, SearchAPI.io), content extraction (4-tier pipeline), academic/patent search, and multi-source research. Single Go binary.

Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a built-in MCP server.

Web data for AI agents: scrape any page to clean Markdown, structured SERP search across three engines, site crawl and map, 74 ready-made collectors, and datasets from a plain-language prompt — through residential proxies, billed per successful call.

License-first federated image search across 25 providers. Returns open/platform/editorial license tags, attribution strings, dimensions, and download-ready URLs via `npx -y getwebfetch-mcp`.

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)

Highest Accuracy Web Search for AI

MCP server (`packages/aifeed-mcp-server`) for the AIFeed protocol: verify signed publisher manifests (Ed25519 + DNS `_aifeed` anchor), fetch token-budgeted AIFeed Markdown or MAKO pages, verify declared asset downloads, and rank delta-index entries. Install via `npx -y aifeed-mcp-server`.

Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, Reddit, and TikTok through one endpoint. 21 tools for web search, e-commerce, product data, social media, and video platforms. Free tier included.

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.

Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunjang marketplace listings, Naver news, Musinsa fashion rankings. 7 tools powered by Apify actors. Requires APIFY_TOKEN.

Google AI-powered search, documentation retrieval, code analysis, and architecture research tools using Vertex AI or the Gemini API. Install with `npx -y google-ai-search-mcp`.

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

one interface powering automated access across the public internet.

MCP server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.

MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/apps/pdf-content-search) — full-text PDF search with Apple Vision OCR across thousands of documents in under a second. Advanced filters (date, category, sender, amount), wildcards, boolean operators.

Search GOV.UK content, retrieve full government pages, look up organisations, and resolve UK postcodes to local authorities. 5 read-only tools, no API keys required.

Live VR / AR / XR news, full-text VR.org originals, events calendar, headset deals and comparisons

Integrate AI assistants with Overseerr and the Seerr (the unified successor) for automated media discovery, requests, and management in Plex, Jellyfin, and Emby ecosystems.

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)

Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, salary, location, seniority, remote type, and more. Free — 500 calls/day, no signup required. Also available as a remote MCP server at `https://mcp.jobdatalake.com`.

a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.

Live web search and clean-markdown page fetch over the Keenable web index. Two tools: `search_web_pages`, `fetch_page_content`. Keyless by default (1,000 req/hour); an optional API key lifts the cap. Hosted Streamable HTTP at `https://api.keenable.ai/mcp`, or run `npx -y @keenable/mcp`.

A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.

🎖️ 📇 ☁️ 🏠 – Web scraping for AI agents: one auto tool walks a cost-aware ladder (direct → rotating proxy → full browser), solving anti-bot challenges and reporting which rung delivered and what it cost. Pay-per-success, EU-hosted, free tier.

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

German public procurement data (OCDS) — semantic search, tender matching with company profiles, and structured filtering.

MCP server for Google Search Console & Indexing API — 13 tools for search analytics, sitemaps, URL inspection, and batch indexing.

Maps a company domain to its official LinkedIn, X, Instagram, Facebook, and YouTube URLs plus follower counts, returning flat Clay-ready JSON via an Apify actor.

Managed Apache Solr search for AI agents: hybrid (BM25 + kNN) and semantic search, document ingestion with server-side embeddings, grounded RAG answers, and index management. In the official MCP Registry as `com.opensolr/opensolr-mcp`. Install via `uvx opensolr-mcp`.

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Free MCP web search server with 5 engines (DuckDuckGo, Bing, Google SerpAPI, Tavily). No API key required. Auto rate limiting, 300s cache, multi-language support. Install: `uvx heventure-search-mcp`.

Read and manage a self-hosted FreshRSS instance through its Google Reader API: feeds, categories and labels, articles as plain text, read/star state, OPML import and export. Destructive tools require a server-issued confirmation token.

Get the LaTeX source of arXiv papers to handle mathematical content and equations

A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhooks.

GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.

An MCP Server that retrieves and processes news data from the GeekNews site.

MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support.

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

Canonical MCP server resolver. Returns the right MCP for any agent intent with an invocation-ready snippet and an Ed25519-signed trust passport. Cross-registry coverage. `npx -y @unfragile/mcp-server`

Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.

Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking.

Tells AI agents how independently a claim is being reported: syndication-aware source counting (a wire story reprinted by 40 outlets counts as one origin), 0-1 confidence scores, and published error rates in-repo. Measures corroboration, not truth — no stance detection. Keyless, no accounts. Install: `npx -y corroborate-mcp`.

🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

Unsplash API server exposing 21 tools across photos, search, users, collections, topics, and stats. Ships Unsplash-guideline compliance built in — ready-to-use attribution with UTM parameters, a download-tracking tool, rate-limit surfacing, and `content_filter=high` by default. Install via `npx -y @hanoak/unsplash-mcp-server`.

Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages.

Scans Google News and PR wires for a company's funding rounds, exec moves, product launches, and acquisitions, returned as deduplicated, dated events in flat Clay-ready JSON.

A Model Context Protocol (MCP) server implementation for Tavily API, providing advanced search and content extraction capabilities.

Recall-first web search: finds every relevant event across the open web, not just the top results.

Search Fiverr gigs, view seller profiles, compare pricing packages, and read reviews. No API key required.

Web page data for agents: scrape to Markdown, extract metadata, links and JSON-LD schema, audit on-page SEO, detect tech stacks, and validate XML sitemaps. Free tier, no card. Install via `npx -y @tooltrace/mcp-server`, or use the hosted endpoint at `https://mcp.tooltrace.io/mcp`.

Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, no API keys required.

Remote MCP server for Bing search: organic results with the ad block and the Copilot answer, targeted by market, country, language and device, as JSON.

What LLMs cite, for agents. Check which URLs Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews cite for any query. Self-hosted, BYO API key. Install via `npx @automatelab/citation-intelligence`.

Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, alternatives, and comparisons. Free, no API key.

Search Ptitchef, browse its tree of ingredient categories, read a recipe with its ingredients, method, cost and nutrition, and ask what can be cooked from what is in the fridge. Rescales to any number of servings, and lists the other languages a recipe was published in. No API key. `npx -y mcp-ptitchef`

Querying network asset information by ZoomEye MCP Server

Google Trends over MCP — interest over time, interest by region, trending now, related queries and topic search. Runs locally via npx or against a hosted endpoint.

Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.

Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API

Extract timestamped YouTube transcripts, plus search, video metadata, and related-video tools for Claude, Cursor, Windsurf, and AI agents.

Resolves a company domain to its GitHub organization with repository, language, and activity signals.

Web search, image search, and page-to-Markdown scraping with no API keys: DuckDuckGo Lite for text, Bing Images for images, and a readability extractor for pages. Three read-only tools, stdio or streamable HTTP transport.

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).

️🏠 📇 – Stop bloating your LLM context. Query & Extract only what you need from your JSON files.

Resolves a company domain to its Trustpilot rating, review count, and claimed status.

Web search capabilities using Brave's Search API

2 tools · local_search, web_search

This is a Model Context Protocol (MCP) server that integrates AgentQL's data extraction capabilities. - extract-web-data - extract structured data from a given 'url', using 'prompt' as a description of actual data and its fields to extract. To use AgentQL MCP Server to extract data from web pages, you need to install it via npm, get an API key from our Dev Portal, and configure it in your favorite app that supports MCP. - Open Claude Desktop Settings via ⌘+, (don't confuse with Claude Account Settings) - Go to Developer sidebar section - Click Edit Config and open claude_desktop_config.json file - Add agentql server inside mcpServers dictionary in the config file - Restart the app

3 tools · Extract structured data from any URL, Filter out unwanted content during extraction

This MCP (Model Context Protocol) server provides integration with Wiki.JS for searching and listing pages from your Wiki.JS instance. - Search Wiki.JS Pages: Search for pages using keywords or topics - List Wiki.JS Pages: Get a paginated list of all available pages - Get Specific Page: Retrieve a specific page by its ID - Connection Testing: Test the connection to your Wiki.JS instance - Multiple Transport Modes: Support for both stdio and HTTP stream modes - Docker Support: Ready-to-use Docker image with health checks

4 tools · get_wiki_page, list_wiki_pages

> Equip your AI with the tools it needs to get the job done Danube is a Tool Marketplace that connects AI agents with tools to hundreds of external services. Further, Danube allows firms to market and market their services to the AI agent economy. Danube exposes 30 tools through the MCP server: Danube works with any MCP-compatible client:

6 tools · create_workflow, execute_tool

This is a Model Context Protocol (MCP) server for the DealX platform. It allows LLMs to interact with the DealX platform, specifically to search for ads. - Overview - Installation - Usage - Available Tools - Extending the Server - Development - Troubleshooting A hosted deployment is available on Fronteir AI. The DealX MCP Server implements the Model Context Protocol to provide a standardized way for LLMs to interact with the DealX platform. Currently, it supports searching for ads, with plans to add more functionality in the future.

3 tools · Limit the number of results, search_ads

The Octagon Deep Research MCP server provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents. No rate limits, faster than ChatGPT Deep Research, more thorough than Grok DeepSearch or Perplexity Deep Research. Add unlimited deep research functionality to any MCP client including Claude Desktop, Cursor, and other popular MCP-enabled applications. Powered by Octagon AI - Learn more about the Deep Research Agent at docs.octagonagents.com

4 tools · Analyze policy, regulatory, or market trends, Conduct deep research on any topic

Or use a plugin when your client supports one. This repository is an Agent Plugin. Install it with any compatible client. Install from the Claude Plugin Marketplace, or run: Most clients can be configured manually with the standard mcpServers shape: Exa MCP works with most other clients, point them at https://mcp.exa.ai/mcp. Enable tools by appending them to the MCP URL (this will replace the defaults, so include all you want): Exa Agent requires authentication (OAuth or an API key). Skills live in skills/ and load with Agent Plugin / Claude plugin installs.

4 tools · agent_run, web_fetch_exa

The Ferryhopper MCP Server exposes ferry routes, schedules and booking redirects so an AI assistant can discover connections across Europe and the Mediterranean and send users to Ferryhopper to complete their booking. An MCP app (see the official overview) is any client that can consume remote MCP tools and, in some hosts, render UI resources alongside tool results. - 🌍Search ports and connections across 33 countries and 190+ ferry operators - ⛴️Get real-time ferry itineraries with indicative prices - ⚠️Get live disruption alerts across Greece and Europe, including cancellations, vessel changes, port modifications, and weather warnings - 🔗Receive a direct link to Ferryhopper.com to continue the booking flow from the selected trip

3 tools · get_disruptions, get_ports

All-in-One SEO & Web Intelligence Toolkit API from FetchSERP.

A lightweight Model Context Protocol (MCP) server that exposes Greenbook data and tools for market research professionals, analysts, and related workflows.

MCP server that provides read-only access to HyperKitty, the web-based email archive component of Mailman 3.

At Sunrise Apps, we believe AI agents should be limitless, especially when it comes to visual data. We created ImageSorcery to bridge the critical gap in AI's ability to interact with and manipulate images directly, all while upholding the highest standards of privacy and security.