MCP Server Directory

Persistent memory system for robotic agents with hybrid BM25 and vector search, spatial retrieval, and session-based memory consolidation.

Integrates with the Ontology Lookup Service API to search biomedical ontology terms, retrieve detailed ontology information, explore term hierarchies, and discover semantically similar terms across standardized ontologies like Gene Ontology and Human Phenotype Ontology.

Integrates with local iCloud Photos libraries on macOS to enable efficient searching and retrieval of photo metadata based on various criteria like dates, locations, people, and labels.

Professional SEO analysis server that evaluates websites across multiple optimization dimensions including meta tags, content quality, technical factors, and social media tags, generating detailed reports with actionable recommendations and scoring algorithms for improving search engine visibility.

HTTP streaming access to Context7's documentation platform for searching and retrieving software library documentation

Fetch Browser enables headless web content retrieval and Google searching without API keys, supporting multiple output formats for web scraping and content analysis tasks.

Enables automated web security testing for XSS and SQL injection vulnerabilities through Playwright-powered browser automation with screenshot capture and comprehensive error handling.

Integrates with the Synthetic API to perform real-time web searches and retrieve structured results containing URLs, titles, text snippets, and publication dates.

Enables AI access to personal lifelogs recorded via the Limitless Pendant, providing tools for retrieving, listing, and searching recordings to extract summaries, action items, and key topics.

Semantic router that enables intelligent tool discovery and execution across multiple MCP servers using embeddings and vector search to eliminate context bloat while providing natural language tool access and progressive exploration.

Captures web page screenshots using Playwright with support for full-page, element-specific, and viewport screenshots in PNG, JPEG, and WebP formats, featuring cookie authentication, domain filtering, and configurable quality settings for web testing and visual verification workflows.

Native Safari browser automation on macOS with 24 tools via Swift and Manifest V3 extension.

Browser engine for agents that compiles HTML into a Semantic Object Model with 10-800x token compression and V8 JavaScript execution.

Accesses PLAUD AI recordings, transcripts, summaries, and audio files with automated browser-based authentication and multi-format transcript output.

Integrates with Splunk SIEM, CrowdStrike EDR, and Microsoft MISP to enable cross-platform threat hunting, security event searches, detection retrieval, and threat intelligence queries for SOC operations.

Integrates with SharePoint through Microsoft Graph API to enable direct access, search, and analysis of organizational documents, folders, and sites without leaving your assistant interface.

Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured data repositories without direct database access

Integrates with Google Jobs search via Serp API to enable efficient querying and retrieval of job listings for career guidance, labor market analysis, and automated job matching.

Enables web browsing capabilities through Google searches and webpage content extraction using Playwright for browser automation and Turndown for HTML-to-Markdown conversion.

Task pack framework for deterministic browser automations with JSON DSL, teach mode, and real-time monitoring.

Enables cross-platform social media content creation by integrating Twitter, Mastodon, and LinkedIn through a unified server that leverages multiple AI models for generating and posting content with robust platform-specific formatting and research capabilities.

Personal Telegram account integration for chat summarization, message search, and reply drafting.

Enables Claude to search Twitter with natural language queries, filtering by keywords, users, dates, and engagement metrics with formatted markdown results.

Integrates with The Guardian's Open Platform API to search articles, retrieve full content, browse sections, and perform analytical operations like author profiling and topic trend analysis with 17 specialized tools including Long Read discovery and content timeline analysis.

Biomedical research platform with drug discovery, protein analysis, omics pipelines, medical imaging, and literature synthesis powered by MedGemma and TxGemma.

Elasticsearch-based knowledge graph that tracks access patterns to prioritize recent, important, and frequently accessed information with advanced search capabilities and complete CRUD operations.

Enables Excel file interaction with capabilities for retrieving cell values, searching ranges, examining formatting and formulas, and listing worksheet information for data analysis workflows.

Build searchable documentation libraries that ground AI assistants in accurate information

Integrates with Data.gov to enable searching, retrieving, and accessing U.S. government datasets for data-driven analysis and research projects.

Google Search, web scraping, and multi-source research tools.

Crawls and indexes technical documentation sites with multi-language support using jieba-wasm and Lunr.js for full-text search capabilities

Integrates with Openverse's Creative Commons image collection to search and retrieve openly-licensed images with detailed filtering options, attribution information, and specialized essay illustration features for finding relevant academic content.

Search Mobbin's library of 600,000 app UI screens, user flows, and design patterns for inspiration and reference.

Leverages the fast-flights API to enable advanced flight search and travel planning capabilities, providing tools for searching one-way and round-trip flights, retrieving airport information, and generating travel recommendations.

Integrates Google's OR-Tools to solve constraint satisfaction and optimization problems for decision-making in logistics and operations research.

Integrates with the LottieFiles API to enable search and retrieval of animations by keywords, popular collections, and detailed information without leaving the conversation interface.

Fetches, parses, and stores RSS feeds in a SQLite database, enabling seamless news and article retrieval for language models through filtering, searching, and Firecrawl-powered article access.

Enables AI to search and retrieve content from MkDocs documentation sites by leveraging existing Lunr.js indexes and converting HTML to markdown for seamless integration.

X/Twitter integration with 70+ tools across research, engagement, publishing, social actions, lists, and DMs using permission-based profiles and rate limiting for safe automation ranging from read-only monitoring to full account management.

Integrates with the Central Bank of Nigeria API to fetch, search, and filter regulatory circulars and policy documents by date range and category, providing direct PDF access for compliance analysis and regulatory research.

Integrates with arXiv's academic paper repository to enable searching, analyzing, and managing research papers with features like author searches, trend analysis, citation estimation, and multi-format export capabilities.

Implements cognitive memory architecture for AI agents with persistent memory, semantic search, trust scoring, and metacognitive error prevention.

Direct memory access through PCILeech DMA hardware for debugging, reverse engineering, and security research

Bridges Claude with the ConnectWise Manage API through a SQLite database built from API definitions, enabling natural language search, categorized navigation, and fast memory for efficient IT service ticket management and company information retrieval.

Integrates with LinkedIn to automate job searching, profile viewing, resume generation, and job applications with tailored resume and cover letter creation features.

Automates Shufersal supermarket shopping by converting recipe links into shopping lists, searching the product catalog with personalized results for logged-in users, and adding items directly to the cart through browser automation.