Discover Awesome MCP Servers

mcp-crew

Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.

dremio-mcp-lite

A lightweight MCP server for exploring Dremio data catalogs. It provides read-only tools for browsing catalogs, querying tables, and previewing data.

n8n-mcp

A Python-based MCP server adapted from the n8n_agent project that implements a note storage and summarization system. It enables users to create, retrieve, and summarize notes through the Model Context Protocol.

SQLite MCP Server

Enables comprehensive SQLite database operations including CRUD operations, schema management, and meta commands across multiple database files through the Model Context Protocol.

gdb-mcp

Enables AI assistants to control GDB debugger via MCP protocol for local and remote debugging, supporting CTF Pwn, crash analysis, and ELF inspection.

MCP Beget

An MCP server for managing Beget hosting services including sites, domains, databases, and mail directly through Claude Code. It provides comprehensive tools for configuring DNS, FTP, Cron jobs, and managing backups via the Beget API.

fetch-log-mcp-server

An MCP server that fetches remote logs from specified IP addresses via HTTP, with configurable port and log path.

Supabase MCP Server on Phala Cloud

Máy chủ MCP Supabase từ xa trên Phala Cloud

low-hallucination-vision

A low-hallucination vision MCP server that uses OpenAI-compatible multimodal models with structured prompts, confidence gating, and forced JSON to reduce false claims in image analysis.

mcp-slskd

MCP server for searching and downloading music from the Soulseek peer-to-peer network via slskd. Enables AI assistants to discover and download music directly.

universal-context-mcp

A context preservation engine for AI agents that bundles project state into a markdown package and syncs it to clipboard or cloud, enabling zero knowledge loss across sessions.

medicover-mcp

Enables AI agents to manage appointments on Medicover's Polish patient portal, including booking, rescheduling, and slot searching for patients and dependents.

AI Readiness

Check whether a website is visible to AI search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). Returns a 0-100 readiness score, a grade, and a specific fix for each gap. Dependency-free, no API keys.

cob-shopify-mcp

A production-grade MCP server and CLI tool that enables AI agents to manage Shopify stores through 49 built-in tools across products, orders, inventory, and analytics. It supports natural language workflows for tasks like inventory tracking, customer support, and sales reporting.

Accord Server MCP

Connects AI agents to Accord chat server instances via the Model Context Protocol to manage spaces, channels, and messages. It supports a comprehensive range of operations including searching conversation history, sending messages, and performing server moderation tasks.

Inliner MCP Server

Enables AI coding agents to manage image projects, generate and edit images, and check usage via Inliner.ai through natural language commands.

ai-log-mcp-server

Enables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access to gateway security reports and guardrail testing.

claude-database-tools

A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.

mcp-ical

5 ICS / iCalendar tools for Claude. Generate, parse, and one-click-add events to Google/Outlook.

crw-mcp

Web scraping, crawling, and structured data extraction for AI agents. 5 tools: scrape (clean markdown from any URL), crawl (entire sites), map (discover URLs), extract (structured JSON), and search. 833ms avg latency, single binary, self-hostable.

Testing Farm MCP Server

Analyzes Testing Farm jobs, checks job status, and investigates failures with detailed error information.

strands-mcp

Scrapes and indexes Strands Agents documentation into Elasticsearch, providing a searchable MCP server for Amazon Q and other AI assistants.

Weather MCP Server

Provides current weather conditions, multi-day forecasts, and location search capabilities through integration with weather APIs, enabling natural language weather queries and comparisons.

intelligence-hub

A Multi-Domain Private Intelligence Hub that routes user queries to the best local Ollama model and uses a local vector DB (ChromaDB) for RAG. Everything runs on your machine.

ed-mcp

An ed(1)-inspired MCP server that provides a single-character command protocol for managing Git repositories, GitHub actions, and Fravia web searches. It is optimized to minimize LLM token usage while performing version control and search tasks through concise POSIX shell scripts.

DCL Evaluator

Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging for AI agent decisions.

pg-mcp

Enables natural language querying of PostgreSQL databases through the Model Context Protocol. It translates user questions into validated SQL, executes read-only queries safely, and returns results to MCP-compatible clients like Claude Desktop.

Ping Principal MCP

Enables AI agents to request human input through native macOS dialogs for clarifying questions and user interactions.

git-reviewer

Enables AI assistants to fetch GitHub pull request diffs and metadata, and post review comments directly through the MCP protocol.

mcp-jumpserver-gui-sucks

A JumpServer 443-only MCP bridge for coding agents that exposes a CLI-first, MFA-compatible, audit-preserving path into JumpServer assets without GUI or port 2222 dependencies.