MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19051 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 19052 |
cheatengine-mcp-bridge
Claim
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
|
B 70 3⁄3 | ||||||||
| 19053 |
toolhive-registry-server
Claim
An API server that implements the official MCP Registry API, providing standard…
|
B 70 4⁄3 | ||||||||
| 19054 |
MCP server for Altmetric APIs - track research attention across news, policy, s…
|
B 70 4⁄3 | ||||||||
| 19055 |
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable in…
|
B 70 4⁄3 | ||||||||
| 19056 |
An end-to-end Model Context Protocol (MCP) solution that streamlines the entire…
|
B 70 4⁄3 | ||||||||
| 19057 |
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledg…
|
B 70 4⁄3 | ||||||||
| 19058 |
An HTTP/HTTPS MITM proxy server that enables capture, modification, and mocking…
|
B 70 4⁄3 | ||||||||
| 19059 |
Enables interaction with Google's Gemini AI models including file uploads, conv…
|
B 70 4⁄4 | ||||||||
| 19060 |
An MCP server that provides access to Korea's DART corporate disclosure system,…
|
B 70 4⁄4 | ||||||||
| 19061 |
Enables AI agents to participate in a marketplace for buying, selling, and trad…
|
B 70 4⁄4 | ||||||||
| 19062 |
An MCP server for interacting with Discord.
|
B 70 4⁄4 | ||||||||
| 19063 |
A read-only Model Context Protocol server that exposes over 60 AWS tools across…
|
B 70 4⁄4 | ||||||||
| 19064 |
Fonoster MCP Server
Claim
MCP server that lists applications and phone numbers, and initiates outbound ca…
|
B 70 4⁄4 | ||||||||
| 19065 |
A Model Context Protocol (MCP) server that integrates Claude with the Terraform…
|
B 70 4⁄4 | ||||||||
| 19066 |
core
Claim
A framework helps you quickly build AI Native IDE products. MCP Client, support…
|
B 70 4⁄3 | ||||||||
| 19067 |
Authentik MCP provides seamless integration with Authentik's API, supporting bo…
|
B 70 4⁄4 | ||||||||
| 19068 |
matlab-mcp-core-server
Claim
Run MATLAB® using AI applications with the official MATLAB MCP Server from Math…
|
B 70 4⁄3 | ||||||||
| 19069 |
Provides seamless integration with the Thenvoi AI platform, enabling AI agents …
|
B 70 4⁄4 | ||||||||
| 19070 |
An MCP server for managing your repositories on Forgejo/Gitea server.
|
B 70 4⁄4 | ||||||||
| 19071 |
binary_ninja_mcp
Claim
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binar…
|
B 70 4⁄3 | ||||||||
| 19072 |
RedisNexus
Claim
RedisNexus is an AI-powered operations intelligence platform that provides 16 e…
|
B 70 4⁄3 | ||||||||
| 19073 |
An MCP server that provides AI assistants with access to the FirstPromoter affi…
|
B 70 4⁄4 | ||||||||
| 19074 |
Enables comprehensive TestRail test management integration with support for pro…
|
B 70 4⁄4 | ||||||||
| 19075 |
Provides foundational trading utilities by fetching market data through Akshare…
|
B 70 4⁄4 | ||||||||
| 19076 |
mcp-use powered CLI to connect to any MCP server with any LLM, from your termin…
|
B 70 4⁄3 | ||||||||
| 19077 |
An MCP server implementation that integrates with LicenseSpring APIs, providing…
|
B 70 4⁄4 | ||||||||
| 19078 |
Provides a comprehensive suite of Google Calendar tools featuring 15 interactiv…
|
B 70 4⁄4 | ||||||||
| 19079 |
MCP server for integrating Omnisearch with LLMs
|
B 70 4⁄3 | ||||||||
| 19080 |
tinystruct
Claim
A lightweight, modular Java application framework for web and CLI development, …
|
B 70 3⁄3 | ||||||||
| 19081 |
mycop
Claim
Agentic security scanning in Claude Code, Cursor, Windsurf
|
B 70 4⁄3 | ||||||||
| 19082 |
ms-sentinel-mcp-server
Claim
ms-sentinel-mcp-server
|
B 70 4⁄4 | ||||||||
| 19083 |
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API…
|
B 70 4⁄3 | ||||||||
| 19084 |
MCP Server to Connect with VS Code IDE
|
B 70 4⁄3 | ||||||||
| 19085 |
RushDB
Claim
Zero-config graph DB for builders, AI agents, and SaaS teams who move fast
|
B 70 4⁄3 | ||||||||
| 19086 |
dicom-mcp
Claim
DICOM integration to query, read, and move medical images and reports from PACS…
|
B 70 4⁄4 | ||||||||
| 19087 |
Enables AI assistants to interact with Nextcloud instances through secure APIs,…
|
B 70 4⁄4 | ||||||||
| 19088 |
Provides AI agents with detailed type information from .NET projects including …
|
B 70 3⁄3 | ||||||||
| 19089 |
serial-mcp-server
Claim
A comprehensive MCP server for serial port communication
|
B 70 4⁄3 | ||||||||
| 19090 |
Enables SSH and UART/serial port access for Claude Code to directly control rem…
|
B 70 4⁄3 | ||||||||
| 19091 |
Enables persistent storage and retrieval of user preferences, context, and deci…
|
B 70 4⁄3 | ||||||||
| 19092 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 19093 |
Enables full workflow automation management in n8n through 40+ tools covering w…
|
B 70 4⁄4 | ||||||||
| 19094 |
Security scanner and graph for agentic infrastructure — agents, MCP, runtime, a…
|
B 70 4⁄3 | ||||||||
| 19095 |
Model Context Protocol (MCP) server that provides AI assistants with advanced w…
|
B 70 4⁄4 | ||||||||
| 19096 |
The world’s first open-source MCP monetization platform, to quickly create and …
|
B 70 4⁄3 | ||||||||
| 19097 |
Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage user…
|
B 70 4⁄4 | ||||||||
| 19098 |
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
|
B 70 4⁄3 | ||||||||
| 19099 |
Provides AI agents with persistent, searchable memory that survives across conv…
|
B 70 4⁄3 | ||||||||
| 19100 |
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
|
B 70 4⁄4 | ||||||||