MCP Servers List

Expose design system components and tokens to AI agents for search, prop inspection, and token lookup.

Integrates with Rayon Design CAD interface using browser automation to enable shape creation and drawing method searches for AI-assisted design workflows.

Integrates with Scraper.is API to enable web content extraction, structured data parsing, and Markdown conversion for tasks like product research, news aggregation, and content analysis.

[](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server)📇 ☁️ - SEO, content generation, PPC, keyword research, site auditing, authority building, and LLM

Integrates with the German company register through the OpenRegister API to search for companies by name or register number, retrieve detailed company information including historical data and financials, and access shareholder information for business research and due diligence.

Organizes and analyzes numerical research data through a structured knowledge graph, enabling tracking of projects, datasets, variables, hypotheses, and statistical tests with their relationships and results.

Automates LinkedIn job post discovery and tracking through browser automation with persistent authentication, local SQLite storage, and a React dashboard for systematic opportunity management.

Web crawling and scraping with search capabilities

Bridges Obsidian vaults through the Local REST API, enabling intelligent note management, knowledge discovery, and conversational access to personal knowledge bases with semantic search, daily note handling, and task-oriented operations designed for knowledge workers.

Integrates Gmail functionality to enable secure access, search, and analysis of email contents using OAuth2 authentication and the Gmail API.

Integrates with HackerNews through the Firebase API to search stories, analyze user profiles, track trending topics, and examine comment discussions with intelligent caching and metadata enhancement.

Integrates Marginalia Search to discover non-commercial and independent web content for research, trend analysis, and alternative perspectives.

Deliberately vulnerable customer support MCP server for security research and MCP penetration testing practice.

Exposes the vas3k.club community platform API as MCP tools for searching members, citing posts, and retrieving links.

Integrates with the Swedish National Archives (Riksarkivet) data platform to search transcribed historical documents, retrieve full page contexts with ALTO XML parsing, explore IIIF collections, and access OAI-PMH metadata records for document discovery and historical research.

Access financial data including wiki articles, research papers, crypto and equity prices, macro indicators, and SEC filings via the LLMQuant platform.

Integrates with the web3.career API to search and filter cryptocurrency and blockchain job opportunities with parameters like remote work preferences, location, and technology tags, returning structured job listings with company details, descriptions, and application URLs.

Integrates with Unpaywall's database to find open access versions of academic papers and retrieve publication metadata including DOIs, author details, and venue information for research and educational purposes.

Integrates with Groww trading platform API to enable stock market operations including instrument search, order management, portfolio tracking, margin calculations, and live market data retrieval across NSE and BSE exchanges for Indian equity and F&O trading workflows.

Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.

Integrates with Baidu Search to enable web searches, result retrieval, and information extraction from China's largest search engine, providing access to Chinese language content and resources behind the Great Firewall.

Integrates with Claude Desktop to analyze construction documents, enabling semantic search across architectural drawings and specifications through LanceDB vector storage and Ollama local processing.

Integrates with SureChEMBL's chemical patent database to enable patent searches, chemical compound discovery, structure analysis, and data export for pharmaceutical research and intellectual property analysis.

Web scraping proxy server with single-page scraping, web search, site mapping, crawling, and structured data extraction through dual local and remote modes.

Persistent AI memory for Zed editor with hybrid semantic search and cognitive decay modeling.

Integrates with 9+ scholarly databases to search academic papers, download PDFs, extract full-text content as markdown, and retrieve metadata for literature reviews and research workflows.

Editorial intelligence platform for newsletter writers that manages research workflows from source collection through article drafting.

Enables browser automation on Linux systems for web interactions, screenshots, and JavaScript execution using Puppeteer

Builds semantic graph memory from project directories with 58 navigation and search tools.

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows.

Combines multiple search APIs (Brave Search, Tavily Search, and Wikipedia) to intelligently route queries based on classification, providing web search capabilities with automatic categorization, parallel execution, and result deduplication.

Integrates Notmuch email management with sendmail functionality to enable email composition, searching, and sending capabilities.

Automates job application workflows by scraping job postings, analyzing resumes against job descriptions for ATS scoring, generating tailored cover letters, and providing company research capabilities to optimize application materials.

Connects to Avid Pro Tools through the PTSL API to enable session management, transport control, track operations, timeline editing, and marker management with spatial search capabilities for audio clips and their positions.

Semantic search over 50,000+ Dynamics 365 F&O artifacts including tables, forms, classes, and more

Document scanning and search capabilities for indexing and querying large documentation repositories

Integrates with YouTube and yt-dlp to search, download, and play music with MP3 conversion, local library management, and basic playback controls for building music discovery and playback systems.

Integrates GigaChat with web search capabilities, providing ask, research, and reason tools with file attachment support.

RAG-based MCP server for querying sing-box proxy software documentation using semantic search to prevent AI hallucinations.

Enables browser automation through visual interaction using numbered screenshots where interactive elements are marked for precise clicking, form filling, and web scraping with persistent sessions and debugging capabilities.

Leverages the CrewAI framework in combination with OpenAI API to orchestrate multi-agent workflows for automated research, data analysis, and problem-solving across domains.

MCP server providing local documentation search for the 1С:Элемент enterprise platform, indexing topics, standard library references, and user uploads.

Local bookmark management MCP server exposing a personal bookmark library to AI clients with search and organization tools.

MCP server for frisco.pl Polish online grocery store with product search, cart management, and nutritional information.

Connect AI assistants to Obsidian vaults or any markdown folder for search, backlinks, graph traversal, and knowledge management.

Retrieves real-time financial market data from Alpha Vantage, enabling comprehensive stock analysis, investment research, and market intelligence through dynamic querying capabilities.

Dart-based server providing web search, HTTP request, and web content extraction capabilities.

Lightweight IMAP email integration for reading, searching, organizing, and drafting emails with built-in safety guardrails that prevent sending or deleting.