Discover Awesome MCP Servers

Karenina MCP

Enables natural language querying of Karenina benchmark verification results stored in SQLite databases, allowing AI assistants to explore and analyze model performance data without writing SQL manually.

NameSniper - Username & Domain Monitoring

Monitor taken usernames and get alerted the moment they free up or drop, so you can claim a handle before anyone else. Also checks live username availability across the major social platforms, domain availability across popular TLDs, and screens names for trademark conflicts.

Takos Office

Self-hosted productivity suite with document, slide, and spreadsheet editors, all accessible via a single MCP endpoint for agent-native interaction.

igloo-mcp

MCP server for searching and retrieving content from Igloo digital workplace instances. Enables AI assistants to search, fetch pages as Markdown, and look up member profiles via the Igloo API.

Openfort Model Context Protocol (MCP) Server

A plug-and-play solution that enhances AI assistants by enabling them to create projects, manage configurations, and interact with Openfort's wallet infrastructure through 42 specialized tools.

Wireshark MCP Server

An MCP server that leverages Wireshark/Tshark for real-time and offline network traffic analysis, enabling AI assistants to capture, parse, and detect threats with automated scanning and threat intelligence.

Vellum

Provides exact text analysis tools for counting characters and words, scoring readability, diffing texts, testing regular expressions, and computing hashes.

cartola-mcp

Connects Claude to Cartola FC, enabling queries about matches, player scores, and market information through natural language.

log-search-mcp

An MCP server that enables AI assistants to search logs across multiple remote servers via SSH and grep, with support for pattern matching and time range filtering.

clermes-mcp

Exposes a Clermes worker fleet as typed tools over HTTP and stdio, enabling a coordinator to drive the fleet with structured tool calls.

bbn-mcp-server

Exposes Big Bang Nucleosynthesis computation and analysis tools to LLM agents, enabling them to scan parameters like baryon density, extra relativistic species, and neutron lifetime, and to fit abundances against observations.

AllRight Charlie Quiz MCP

MCP server for adaptive, agent-driven testing of the AllRight Charlie registration quiz, observing UI after every action and handling dynamic steps.

protonmail-mcp-server

MCP server for reading, searching, and sending ProtonMail emails via the ProtonMail Bridge.

Milesight Gateway MCP Server

Enables managing applications, devices, profiles, multicast groups, and downlinks on a Milesight UG-series LoRaWAN gateway through natural language.

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.

Termux MCP Server

Zero-dependency Model Context Protocol server for Termux (Android) that gives shell access to your device.

django-mcp

Bridges Django applications with AI assistants by implementing the Model Context Protocol, enabling AI to interact with Django data and functionality through simple decorators.

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.

dev-mcp

A self-contained Docker Compose deployment that exposes MCP tools for files, shell commands, background processes, and Git operations, enabling ChatGPT to work with a host directory via OAuth authentication.

Gmail MCP Server

Connects Claude Code to Gmail for reading, searching, drafting, and managing emails with features like labels, filters, and smart workflows.

sap-abap-mcp

An MCP server that connects AI assistants to SAP ABAP systems, enabling table browsing, report execution, and transaction navigation via SOAP/RFC and SAP WebGUI.

EGX-Data-MCP-Server

MCP server for Egyptian Exchange (EGX) stock tools

mcp-meeting-rooms

Enables AI agents to browse, search, and book meeting rooms across multiple buildings with realistic seed data and conflict detection.

openclaw-upgrade-orchestrator-mcp

Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployment against a hand-curated catalog of version-specific known regressions, captures pre-upgrade snapshots, diffs them against post-upgrade state, and emits step-by-step upgrade + rollback guides.

EXIF MCP Server

Inspect and remove EXIF metadata locally through MCP tools. Supports reading EXIF, detecting GPS, summarizing privacy risks, and stripping EXIF from images.

handigraphs-stats-api-mcp

Provides read-only access to the Handigraphs Stats API v1, enabling discovery of sports resources and querying of protected sports statistics.

GenuDo Market Intelligence MCP

Provides market-intelligence tools for researching AI employee opportunities across Egypt, Saudi Arabia, and UAE using Meta ads evidence, with capabilities for competitor analysis, comparison, and evidence retrieval.

instruckt-mcp

MCP server for instruckt visual annotations. Enables AI agents to retrieve pending annotations, view screenshots, and resolve annotations.

Garmin MCP Gateway

Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin Connect accounts to Claude, enabling natural language access to Garmin tools.