MCP Server Directory

Search and retrieve context from local files for RAG.

Fetches and extracts web content using Playwright's headless browser capabilities, delivering clean, readable content from JavaScript-heavy websites in HTML or Markdown format for research and information gathering.

Database-backed project memory management system that stores decisions, progress tracking, and system patterns in a queryable knowledge graph with vector embeddings for semantic search and comprehensive import/export functionality.

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with customizable parameters for scraping, data collection, and web crawling tasks.

Local Apple documentation crawler with offline search across 263 frameworks

Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and context-aware conversations.

Database integration with security and compliance. Supports: PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch and DuckDB.

Aggregates security detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a unified searchable SQLite database with MITRE ATT&CK mappings and CVE tracking for security analysts and threat hunters.

Automates web browser actions with Selenium WebDriver.

Search the web using Bing services.

Extracts content from WeChat public account articles using browser automation and HTML parsing.

Enables real-time web research, information gathering, and report generation with tools for conducting deep research, quick searches, and comprehensive source tracking.

Performs iterative, deep research on any topic by combining search engines, web scraping, and large language models to generate comprehensive markdown reports.

Enables browser automation through a Firefox extension for tab management, webpage content extraction, history searching, and text highlighting via secure WebSocket communication.

Implements beam search and thought evaluation for structured problem-solving, enabling exploration of multiple solution paths in complex reasoning tasks.

Connects to Odoo ERP systems via XML-RPC to enable searching, reading, creating, updating, and deleting business records with smart field optimization and comprehensive access controls for business process automation and data analysis workflows.

Real-time documentation context through vector-based search and retrieval via Qdrant.

AI-powered document translation and academic literature search with support for PDF, DOCX, and PPTX across 11 languages

Enables browser automation through structured accessibility snapshots for web navigation, form-filling, element interaction, and data extraction without requiring vision models.

Integrates with Google Custom Search API and web scraping tools to enable web searches, content extraction, and analysis for research and data aggregation tasks.

Integrates with the Hevy Fitness API to enable workout tracking, routine management, exercise template searching, and webhook notifications for comprehensive fitness data access and modification.

Integrates with Milvus vector database to enable vector search, full-text search, and hybrid queries for semantic search and knowledge retrieval workflows.

Integrates with Uber Eats using browser automation to enable restaurant searches, menu exploration, and food order placement for applications requiring food delivery capabilities.

Analyze SEO metrics and search performance data.

Aggregates real-time cryptocurrency news from 130+ sources across 18 languages with search, sentiment analysis, and trending topics.

Integrate with Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

Integrates with an unofficial LinkedIn API to retrieve feed posts, search jobs, and analyze job matches against resumes.

Enables advanced econometric analysis by providing R-based statistical modeling capabilities for researchers and data scientists, supporting complex regression techniques, panel data modeling, and diagnostic testing across diverse research domains.

Enables models to process unlimited document sizes by providing recursive self-querying capabilities through sandboxed Python execution with tools for search, chunking, and iterative exploration that overcome traditional context window limitations.

Search and analyze scientific papers from arXiv.

Enables creation, editing, and manipulation of Microsoft Word documents with features for text formatting, table management, content search/replace, and document styling using Python and python-docx.

Query Apple Health data with natural language using ElasticSearch under the hood.

Integrates with arXiv to enable keyword-based searching and retrieval of academic articles for research assistance and literature reviews.

Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.

Integrates with the Serper API to enable web searches and webpage content extraction, supporting research, content aggregation, and data mining tasks.

Integrates with Readwise to search and retrieve highlights from a user's library, enabling researchers and knowledge workers to reference saved notes during conversations without switching contexts.

Leverage Pinecone vector databases for semantic search and RAG.

Integrates with Exa API to enable web search capabilities with filtering options for domains, text requirements, and date ranges, returning markdown-formatted results with titles, URLs, publication dates, and content summaries for real-time internet information access.

Local-first AI memory with knowledge graphs and hybrid search.

Renders Mermaid diagrams in real-time with live preview capabilities, automatic browser refresh, and WebSocket-based updates, supporting SVG, PNG, and PDF formats with pan/zoom functionality and collaborative editing integration.

Integrates semantic search and retrieval of documentation using a vector database (Qdrant), enabling efficient access to large document collections.

Integrates with RagRabbit to crawl websites, generate vector embeddings, and enable search and question answering from indexed content for domain-specific information retrieval.

Web research tool combining search and content extraction with Playwright.

Enterprise multi-agent customer service system using MCP for standardized tool interfaces across order queries, ticket management, and knowledge base search.

Connects to Twitter/X via browser automation with 19 tools for posting, searching, and managing interactions.