MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3951 |
A TypeScript template for building Model Context Protocol servers with example …
|
B 75 5⁄4 | ||||||||
| 3952 |
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
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B 75 5⁄5 | ||||||||
| 3953 |
An MCP server using Playwright for browser automation and webscrapping
|
B 75 5⁄5 | ||||||||
| 3954 |
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
|
B 75 5⁄5 | ||||||||
| 3955 |
Hats Protocol MCP Server
Claim
Enables management of decentralized organizational roles and permissions throug…
|
B 75 5⁄5 | ||||||||
| 3956 |
Provides comprehensive access to Apple's development documentation ecosystem in…
|
B 75 5⁄4 | ||||||||
| 3957 |
mcp-kit
Claim
MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to…
|
B 75 5⁄4 | ||||||||
| 3958 |
Smart Code Reviewer
Claim
Enables comprehensive code analysis including quality assessment, security vuln…
|
B 75 5⁄4 | ||||||||
| 3959 |
Enables integration with Apple Mail on macOS using JavaScript for Automation (J…
|
B 75 5⁄4 | ||||||||
| 3960 |
Secure network administration MCP server that enables AI assistants to safely e…
|
B 75 5⁄5 | ||||||||
| 3961 |
An MCP server implementation that integrates with the Civo cloud platform API, …
|
B 75 5⁄5 | ||||||||
| 3962 |
MCP server for AI agents to interact with terminal applications. Think Playwrig…
|
B 75 5⁄5 | ||||||||
| 3963 |
Provides seamless access to Grok AI models through the Model Context Protocol b…
|
B 75 5⁄5 | ||||||||
| 3964 |
Node.js server that connects to Azure Cosmos DB NoSQL database, allowing users …
|
B 75 5⁄5 | ||||||||
| 3965 |
Description: Pay-per-request access to Claude and GPT models via Solana USDC us…
|
B 75 5⁄5 | ||||||||
| 3966 |
Atrax
Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
|
B 75 5⁄5 | ||||||||
| 3967 |
Persistent memory and session intelligence for AI coding assistants. Zero confi…
|
B 75 5⁄4 | ||||||||
| 3968 |
Step-by-step observability for MCP agent workflows
|
B 75 4⁄4 | ||||||||
| 3969 |
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
|
B 75 5⁄5 | ||||||||
| 3970 |
Enables AI assistants to interact with Google Cloud Platform resources through …
|
B 75 5⁄5 | ||||||||
| 3971 |
Provides time and timezone functionality for LLMs, enabling them to get current…
|
B 75 5⁄4 | ||||||||
| 3972 |
Provides comprehensive codebase analysis including project structure evaluation…
|
B 75 5⁄4 | ||||||||
| 3973 |
A server implementation that connects to a locally running Anki, enabling card …
|
B 75 5⁄5 | ||||||||
| 3974 |
Model Context Protocol (MCP) server for Thoth content creation platform. Enable…
|
B 75 5⁄4 | ||||||||
| 3975 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 3976 |
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documen…
|
B 75 5⁄4 | ||||||||
| 3977 |
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
|
B 75 5⁄5 | ||||||||
| 3978 |
Kubernetes cluster operations through MCP
|
B 75 5⁄5 | ||||||||
| 3979 |
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
|
B 75 5⁄5 | ||||||||
| 3980 |
Gives AI agents self-awareness about their cognitive state. Monitors token util…
|
B 75 5⁄4 | ||||||||
| 3981 |
Enables users to query Apple Health metrics, workouts, and trends from CSV file…
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B 75 5⁄5 | ||||||||
| 3982 |
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the …
|
B 75 5⁄5 | ||||||||
| 3983 |
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…
|
B 75 4⁄4 | ||||||||
| 3984 |
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
|
B 75 5⁄5 | ||||||||
| 3985 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 3986 |
Claude Agents MCP Server
Claim
Centrally manages Claude agent definitions, configurations, and custom commands…
|
B 75 5⁄5 | ||||||||
| 3987 |
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
|
B 75 5⁄5 | ||||||||
| 3988 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 3989 |
Enables image generation and editing using Google Gemini AI with support for mu…
|
B 75 5⁄5 | ||||||||
| 3990 |
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
|
B 75 5⁄4 | ||||||||
| 3991 |
Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP s…
|
B 75 5⁄5 | ||||||||
| 3992 |
An MCP server for creating named checkpoints and snapshots of projects, with se…
|
B 75 5⁄4 | ||||||||
| 3993 |
Enables the generation of branded SVL equipment quote documents in .docx format…
|
B 75 5⁄5 | ||||||||
| 3994 |
MCP server for Safari DevTools — browser debugging and automation for AI coding…
|
B 75 4⁄4 | ||||||||
| 3995 |
Integrates with Get Notes API to search and retrieve knowledge from configured …
|
B 75 5⁄5 | ||||||||
| 3996 |
MCP server for Google Lighthouse performance metrics
|
B 75 5⁄5 | ||||||||
| 3997 |
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via…
|
B 75 5⁄4 | ||||||||
| 3998 |
|
B 75 5⁄4 | ||||||||
| 3999 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 4000 |
Fetches YouTube video subtitles and transcripts with support for multiple langu…
|
B 75 5⁄5 | ||||||||