MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4851 |
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
|
B 74 5⁄4 | ||||||||
| 4852 |
Arcjet
Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
|
B 74 5⁄5 | ||||||||
| 4853 |
Ressl MCP
Claim
Enables searching for keywords within files with case-sensitive/insensitive opt…
|
B 74 5⁄4 | ||||||||
| 4854 |
|
B 74 5⁄4 | ||||||||
| 4855 |
MCP Troubleshooter
Claim
A specialized diagnostic framework that enables AI models to self-diagnose and …
|
B 74 5⁄4 | ||||||||
| 4856 |
Minecraft MCP Server
Claim
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
|
B 74 5⁄4 | ||||||||
| 4857 |
Enables AI assistants to manage Dokploy deployments, including creating and dep…
|
B 74 5⁄5 | ||||||||
| 4858 |
Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - …
|
B 74 5⁄5 | ||||||||
| 4859 |
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
|
B 74 5⁄5 | ||||||||
| 4860 |
MCP-native health monitoring that probes MCP servers using the list_tools proto…
|
B 74 4⁄4 | ||||||||
| 4861 |
A Model Context Protocol server that provides geocoding services by integrating…
|
B 74 5⁄5 | ||||||||
| 4862 |
Convert LaTeX math expressions to crisp, scalable SVG images
|
B 74 5⁄5 | ||||||||
| 4863 |
A Model Context Protocol (MCP) server for searching the National Provider Ident…
|
B 74 5⁄5 | ||||||||
| 4864 |
Connects to multiple social media platforms (Twitter/X, Mastodon, LinkedIn), al…
|
B 74 5⁄5 | ||||||||
| 4865 |
Enables AI-powered Path of Exile 2 character optimization through natural langu…
|
B 74 5⁄5 | ||||||||
| 4866 |
Enables chatting with Google Gemini AI models and custom Gems, supporting text …
|
B 74 5⁄4 | ||||||||
| 4867 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 74 5⁄5 | ||||||||
| 4868 |
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
|
B 74 5⁄5 | ||||||||
| 4869 |
context
Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
|
B 74 5⁄4 | ||||||||
| 4870 |
Enables comprehensive Sleeper Fantasy Football integration with Claude, providi…
|
B 74 5⁄5 | ||||||||
| 4871 |
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants…
|
B 74 5⁄5 | ||||||||
| 4872 |
Provides access to event data from the Eventfinda API, allowing AI agents to se…
|
B 74 5⁄4 | ||||||||
| 4873 |
Allows users to see their upcoming and active deliveries, or add new deliveries…
|
B 74 5⁄4 | ||||||||
| 4874 |
Enables control and monitoring of Nav2 navigation operations, including navigat…
|
B 74 5⁄4 | ||||||||
| 4875 |
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
|
B 74 5⁄4 | ||||||||
| 4876 |
Enables AI assistants to interact with Atlassian Confluence Cloud by providing …
|
B 74 5⁄5 | ||||||||
| 4877 |
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
|
B 74 5⁄5 | ||||||||
| 4878 |
x402 payment processor for AI agents. Sub-400ms settlement on Solana + 7 EVM ch…
|
B 74 5⁄5 | ||||||||
| 4879 |
An MCP server that provides 33 tools for full DEVONthink integration, enabling …
|
B 74 5⁄4 | ||||||||
| 4880 |
This is a code to an MCP server which enables students to sync their exams and …
|
B 74 5⁄4 | ||||||||
| 4881 |
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
|
B 74 5⁄4 | ||||||||
| 4882 |
Enables comprehensive ProtonMail management through SMTP and IMAP, supporting e…
|
B 74 5⁄4 | ||||||||
| 4883 |
Somnia MCP Server
Claim
Enables AI agents to interact with the Somnia blockchain network, including doc…
|
B 74 5⁄5 | ||||||||
| 4884 |
TypeScript implementation of an MCP server that provides tools for web crawling…
|
B 74 5⁄5 | ||||||||
| 4885 |
Allows executing shell commands within a secure Docker container through Claude…
|
B 74 5⁄4 | ||||||||
| 4886 |
An advanced email security analysis MCP server for real-time phishing detection…
|
B 74 5⁄5 | ||||||||
| 4887 |
Enables the generation, mutation, and evolution of DNA and protein sequences us…
|
B 74 5⁄5 | ||||||||
| 4888 |
A plugin-based MCP server that enables interaction with multiple databases (MyS…
|
B 74 5⁄5 | ||||||||
| 4889 |
An MCP server that enables cross-LLM communication and memory sharing, allowing…
|
B 74 5⁄4 | ||||||||
| 4890 |
Provides operational control and automation tools for AstrBot developers, enabl…
|
B 74 5⁄5 | ||||||||
| 4891 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4892 |
Provides access to Fantasy NBA Israel League statistics including team rankings…
|
B 74 5⁄5 | ||||||||
| 4893 |
MCP Server for Qlik Cloud API that enables querying applications, sheets, and e…
|
B 74 5⁄5 | ||||||||
| 4894 |
A starter MCP server that provides a calculator tool for performing basic arith…
|
B 74 5⁄4 | ||||||||
| 4895 |
Enables AI assistants to access the FeedMob Assistant Internal API for managing…
|
B 74 5⁄5 | ||||||||
| 4896 |
lilFetch
Claim
Scrapes webpages and converts them to clean Markdown using browser automation, …
|
B 74 5⁄4 | ||||||||
| 4897 |
A Model Context Protocol (MCP) server implementation built with Python and Fast…
|
B 74 5⁄4 | ||||||||
| 4898 |
Emulates Claude Skills with any LLM via MCP, enabling agents to use modular ski…
|
B 74 5⁄4 | ||||||||
| 4899 |
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene cre…
|
B 74 5⁄4 | ||||||||
| 4900 |
Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
|
B 74 5⁄4 | ||||||||