MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 4 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16901 |
A Node.js server that enables AI Clients to interact with the Directus CMS API …
|
F 25 5⁄5 | ||||||||
| 16902 |
Enables secure SSH connections to remote servers for executing shell commands a…
|
F 25 5⁄5 | ||||||||
| 16903 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16904 |
AI-powered content and image generation server with Google Imagen 3/4 for image…
|
F 25 5⁄5 | ||||||||
| 16905 |
A Model Context Protocol server that enables Claude and other AI assistants to …
|
F 25 5⁄5 | ||||||||
| 16906 |
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
|
F 25 5⁄4 | ||||||||
| 16907 |
A TypeScript-based MCP server that enables advanced agent conversations and wor…
|
F 25 5⁄5 | ||||||||
| 16908 |
Provides voice recognition and text extraction capabilities with support for bo…
|
F 25 5⁄5 | ||||||||
| 16909 |
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
|
F 25 5⁄4 | ||||||||
| 16910 |
|
F 25 5⁄5 | ||||||||
| 16911 |
Links IoT devices to AI large models using the MCP and MQTT protocols, enabling…
|
F 25 5⁄5 | ||||||||
| 16912 |
Share markdown files and text as clean, readable web links via `plsreadme_share…
|
F 25 6⁄6 | ||||||||
| 16913 |
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
|
F 25 5⁄5 | ||||||||
| 16914 |
Enables AI agents to programmatically access Google NotebookLM through browser …
|
F 25 5⁄5 | ||||||||
| 16915 |
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
|
F 25 5⁄5 | ||||||||
| 16916 |
A Model Context Protocol (MCP) server for interacting with Nautobot APIs using …
|
F 25 6⁄4 | ||||||||
| 16917 |
Enables AI agents to interact with GitHub repositories through the GitHub REST …
|
F 25 5⁄5 | ||||||||
| 16918 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16919 |
Provides 667 specialized tools for financial and operational tasks, including f…
|
F 25 6⁄6 | ||||||||
| 16920 |
Production engineering standards for AI coding assistants. Setup once, remove w…
|
F 25 5⁄5 | ||||||||
| 16921 |
Universal memory service providing semantic search, persistent storage, and aut…
|
F 25 5⁄4 | ||||||||
| 16922 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16923 |
Powerful Model Context Protocol server for managing Typebot chatbots, enabling …
|
F 25 5⁄4 | ||||||||
| 16924 |
📇 ☁️ Powerfully interact with Kibela API.
|
F 25 5⁄4 | ||||||||
| 16925 |
A Model Context Protocol server that supports both STDIO and SSE protocols for …
|
F 25 5⁄5 | ||||||||
| 16926 |
A Model Context Protocol implementation that enables AI agents to send notifica…
|
F 25 5⁄5 | ||||||||
| 16927 |
An MCP Server for computer-use in Windows OS
|
F 25 6⁄6 | ||||||||
| 16928 |
Easily find MCP servers using our MCP registry. Search with natural language.
|
F 25 5⁄4 | ||||||||
| 16929 |
Enables unified management of reservations across multiple Korean platforms (Na…
|
F 25 5⁄5 | ||||||||
| 16930 |
Enables AI assistants to help developers integrate gasless transactions on the …
|
F 25 5⁄5 | ||||||||
| 16931 |
Enables automated browser testing of web applications using Playwright, support…
|
F 25 5⁄4 | ||||||||
| 16932 |
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
|
F 25 5⁄4 | ||||||||
| 16933 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
F 25 5⁄4 | ||||||||
| 16934 |
Multi-tool API for AI agents with MCP support: image generation (Flux), web scr…
|
F 25 5⁄5 | ||||||||
| 16935 |
Enables searching for Bilibili videos through a standardized MCP interface, ret…
|
F 25 5⁄5 | ||||||||
| 16936 |
A server that provides Luma AI's video generation API as the Model Context Prot…
|
F 25 5⁄5 | ||||||||
| 16937 |
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your…
|
F 25 5⁄5 | ||||||||
| 16938 |
Unified MCP server for Midnight blockchain development and Next.js dApps.
|
F 25 5⁄5 | ||||||||
| 16939 |
Build autonomous AI agents in Python.
|
F 25 5⁄4 | ||||||||
| 16940 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||
| 16941 |
AI-powered social media analytics tools that enable profile analysis, engagemen…
|
F 25 6⁄6 | ||||||||
| 16942 |
MCP Server for the Mapbox API.
|
F 25 5⁄5 | ||||||||
| 16943 |
Automatically generates and updates CVs/resumes by aggregating data from git co…
|
F 25 5⁄4 | ||||||||
| 16944 |
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
|
F 25 5⁄5 | ||||||||
| 16945 |
Provides comprehensive trademark information services, including fuzzy company …
|
F 25 6⁄6 | ||||||||
| 16946 |
Enables AI assistants to search for pet products, manage shopping carts, and bo…
|
F 25 5⁄5 | ||||||||
| 16947 |
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
|
F 25 5⁄5 | ||||||||
| 16948 |
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
|
F 25 5⁄5 | ||||||||
| 16949 |
A Model Context Protocol server that enables Claude to interact with Telegram c…
|
F 25 5⁄5 | ||||||||
| 16950 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||