Lightning-Fast, High-Accuracy Deep Research Agent
A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp`
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for develop
Interactive with Gitea instances with MCP.
DuckDB database integration with schema inspection and query capabilities
A Model Context Protocol Server for MongoDB
Self-hosted MCP server for Nutrient Document Engine. On-premises document processing with natural language control — designed for HIPAA, SOC 2, and GDPR compliance.
Stop bloating your LLM context. Query & Extract only what you need from your JSON files.
Comprehensive research tools including Google Search (web, news, images), web scraping with JavaScript rendering, academic paper search (arXiv, PubMed, IEEE), patent search, and YouTube transcript ext
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token savings), full-text and ranked search, health checks, auto git commit, and worker delegation to cheaper models. 10 tools
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.
Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.
An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
MCP Server for querying GreptimeDB.
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.
Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)
Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into sea
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.