Best & Trending MCP Servers
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An MCP server implementation that integrates the Glean API, providing the Search and Chat functions.
Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context small while staying fast and allowing only safe read-only actions.
MCP server for audio/sfx search from freesound.org
Web and file reading for AI agents with a 0-1 render_quality score on every read. EnConvert perceives pages, discovers URLs, searches the live web, extracts structured data, ingests RAG-ready chunks...
A Model Context Protocol (MCP) server implementation for LanceDB vector database operations. This server enables efficient vector storage, similarity search, and management of vector embeddings with...
Model Context Protocol server for YouTube API - search videos, manage playlists
AI-powered security testing for Claude Desktop. MCP server integrating 6 essential pentesting tools (nmap, nikto, sqlmap, wpscan, dirb, searchsploit) in a secure Kali Linux Docker container.
A local MCP server for searching official PipeCD docs.
This MCP server provides vector search capabilities using Qdrant vector database and OpenAI embeddings.
🔍 Enable AI assistants to search and access academic paper metadata through Crossref using a simple MCP interface.
Surgical Google Docs editing for AI agents — search/replace, insert, comments, and more. MCP server.
a mcp server for vikingdb store and search
MCP server: semantic search (RAG) across Obsidian, Joplin & any markdown vault with live sync, quality-based chunking & pluggable post-processing
Medical vocabularies for AI agents. Search, map, and navigate 11M+ OMOP concepts: SNOMED CT, ICD-10, RxNorm, LOINC, and more. Directly from Claude, Cursor, VS Code, or any MCP-compatible client.
MCP Lucene Server is a Model Context Protocol (MCP) server that exposes Apache Lucene's full-text search capabilities through a conversational interface.
An MCP server for grocery & alcohol search in Finland
An enhanced MCP server for Perplexity AI that allows Claude Desktop and other MCP clients to search the web using Perplexity's powerful API.
A Gradio-based chatbot application that helps users find their perfect accommodation using AI-powered search capabilities.
MCP Orchestration Gateway – aggregates tools from multiple MCP servers with BM25 search and deferred loading for Claude Desktop
Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts. Read + draft only by design (prompt-injection resistant).
MCP Registry App: A search app for discovering MCP Servers built using registry.
Headless browser automation for Cursor AI agents: scrape, navigate, fill forms, take screenshots, and run multi-step research from Cursor
Confluence MCP server providing API tools for Atlassian Confluence operations including page management, space handling, and content search with built-in rate limiting and error handling.
Translation Helps MCP: a thin, stateless RAG gateway that lets AI assistants—large or small—ask, search, and get real Bible translation helps at edge speed.