Discover Awesome MCP Servers

Deep Learning with Python MCP Knowledge Base

An MCP (Model Context Protocol) server that turns the book Deep Learning with Python (François Chollet) into a searchable knowledge base, so Claude can act as a deep-learning/ML expert grounded in the book's content.

crisisnet-mcp

Minimal MCP server for calculator operations, built with NitroStack template for learning purposes.

TetherIQ

A zero-config local desktop proxy gateway for AI coding agents, providing model failovers, spend caps, and 1-click MCP tool syncing across multiple client environments.

codex-claude-subagent

Enables Codex to delegate tasks to interactive Claude Code sessions as role-controlled subagents for exploration, code review, and implementation, using the existing Claude Code installation on macOS.

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.

medicover-mcp

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

x-wing-mcp

An MCP server for X (Twitter) that enables creating posts, threads, likes, follows, and DMs, plus reading posts, timelines, mentions, and search results via a unified OAuth 2.0 connection.

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.

app.anakior/atlas-mind

Atlas Mind MCP server exposes 24 tools to read, write, triage, map, rewind, and audit a knowledge base stored as plain files in a git repository, enabling AI assistants to act as an external brain.

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.

Http-tools Universal MCP Server

Provides a standardized MCP interface for interacting with HTTP tools and services, enabling unified API access and management.

mcp-memories

Captures code build sessions and publishes them to a shared team knowledge base, making past work discoverable via semantic search.

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.

GemForge-MCP

Professional Gemini API integration for Claude and MCP-compatible hosts with intelligent model selection and advanced file handling capabilities.

RS.ge Waybill MCP Server

Enables natural language queries for Georgian tax system waybills through the RS.ge SOAP API. Supports waybill retrieval by date range, company TIN lookups, and access to tax system dictionaries.

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.

strands-mcp

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

Lead Gen MCP Server

A free MCP server that runs a full B2B outbound pipeline inside a Claude conversation, enabling lead scraping, Google Sheets integration, and Instantly campaign creation.

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.

Kontrol Freek

An MCP server that acts as an AI assumption firewall, intercepting risky decisions, detecting contradictions, and routing human approval requests via Telegram or Slack.

@igoforth/polymarket-mcp

MCP server exposing 47 Polymarket API tools for AI assistants. Covers the full Gamma, CLOB, and Data APIs plus a fluent MarketBuilder for multi-source queries.

LifeOS Plugin

An MCP server integrating 40+ workflow skills for personal productivity, project management, health, finance, and more, powered by Convex and FalkorDB.

mcpsq

A simple MCP server to discover and manage MCP servers. Provides tools to find, add, list, and remove MCP server configurations for Cursor.

MCP Refchecker

MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef.

SSH Linux Control

Enables remote Linux VM management via SSH with automatic safety checks for destructive commands, supporting password authentication and sudo operations.

Agricultural AI MCP Server

Provides real-time crop price data from Indian government sources and agricultural web search capabilities. Enables AI chatbots to access comprehensive agricultural market information and news for farming-related queries.