MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7251 |
jira, wiki mcp
|
B 70 5⁄5 | ||||||||
| 7252 |
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
|
B 70 5⁄5 | ||||||||
| 7253 |
An MCP server that allows AI agents to search, preview, and generate embed code…
|
B 70 5⁄5 | ||||||||
| 7254 |
An MCP server that enables AI assistants to interact with self-hosted Planka bo…
|
B 70 5⁄5 | ||||||||
| 7255 |
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
|
B 70 5⁄4 | ||||||||
| 7256 |
Enables AI agents to interact with the AI Network blockchain by managing accoun…
|
B 70 5⁄5 | ||||||||
| 7257 |
A Model Context Protocol server that enables LLMs to automate web browsers usin…
|
B 70 5⁄5 | ||||||||
| 7258 |
Enables AI to create and publish interactive web apps, games, and 3D scenes usi…
|
B 70 5⁄5 | ||||||||
| 7259 |
An enhanced server for ElevenLabs that enables high-quality text-to-speech, voi…
|
B 70 5⁄5 | ||||||||
| 7260 |
A proof-of-concept MCP server demonstrating various capabilities including math…
|
B 70 5⁄5 | ||||||||
| 7261 |
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
|
B 70 5⁄5 | ||||||||
| 7262 |
A Model Context Protocol server that enhances Grey Hack game development by pro…
|
B 70 5⁄5 | ||||||||
| 7263 |
Enables LLMs to read, create, and manage Google Calendar events through a stand…
|
B 70 5⁄5 | ||||||||
| 7264 |
A persistent long-term memory system that enables AI clients to store and recal…
|
B 70 5⁄5 | ||||||||
| 7265 |
Unofficial Powershell MCP server
|
B 70 5⁄4 | ||||||||
| 7266 |
An MCP server that provides access to your expense data on ExpenseLM.
|
B 70 5⁄4 | ||||||||
| 7267 |
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
|
B 70 5⁄4 | ||||||||
| 7268 |
An experimental MCP Server for foundry built for Solidity devs
|
B 70 5⁄5 | ||||||||
| 7269 |
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
|
B 70 5⁄5 | ||||||||
| 7270 |
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
|
B 70 5⁄5 | ||||||||
| 7271 |
A Model Context Protocol server that integrates OmniFocus with Claude Desktop, …
|
B 70 5⁄4 | ||||||||
| 7272 |
Basic MCP Application
Claim
A simple application demonstrating Model Context Protocol (MCP) integration wit…
|
B 70 5⁄5 | ||||||||
| 7273 |
A Model Context Protocol server that enables AI models and applications to inte…
|
B 70 5⁄5 | ||||||||
| 7274 |
Provides real-time Lightning Development Kit expertise for accelerating iOS Lig…
|
B 70 5⁄5 | ||||||||
| 7275 |
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
|
B 70 5⁄5 | ||||||||
| 7276 |
MCP Azure Project
Claim
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
|
B 70 5⁄5 | ||||||||
| 7277 |
A starter template for building Model Context Protocol (MCP) servers using Node…
|
B 70 5⁄4 | ||||||||
| 7278 |
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
|
B 70 5⁄5 | ||||||||
| 7279 |
An MCP server that enables AI assistants to capture and analyze web page screen…
|
B 70 5⁄4 | ||||||||
| 7280 |
Enables AI models to perform Google Lighthouse website performance analysis, in…
|
B 70 5⁄5 | ||||||||
| 7281 |
Enables dynamic instrumentation of running processes through Frida, allowing us…
|
B 70 5⁄5 | ||||||||
| 7282 |
GitLab MCP Server
Claim
Enables interaction with GitLab repositories through natural language, supporti…
|
B 70 5⁄5 | ||||||||
| 7283 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7284 |
WeatherXM Pro MCP Server
Claim
Provides comprehensive access to real-time weather data, forecasts, historical …
|
B 70 5⁄5 | ||||||||
| 7285 |
A Model Context Protocol server that provides Google Jobs search capabilities t…
|
B 70 5⁄5 | ||||||||
| 7286 |
LiveKit RAG Assistant
Claim
Enables AI-powered semantic search and question-answering for LiveKit documenta…
|
B 70 5⁄5 | ||||||||
| 7287 |
AI-driven MCP server that audits, profiles, detects schema drift, and auto-gene…
|
B 70 5⁄4 | ||||||||
| 7288 |
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
|
B 70 5⁄5 | ||||||||
| 7289 |
Enables GPT Desktop to interact with local file systems and execute shell comma…
|
B 70 5⁄4 | ||||||||
| 7290 |
Enables web search and deep research capabilities through the Tavily API, allow…
|
B 70 5⁄5 | ||||||||
| 7291 |
Manim MCP Server
Claim
Enables compilation and serving of Manim animations through natural language. S…
|
B 70 5⁄4 | ||||||||
| 7292 |
Enables comprehensive internet search capabilities through DuckDuckGo, supporti…
|
B 70 5⁄5 | ||||||||
| 7293 |
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
|
B 70 5⁄5 | ||||||||
| 7294 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7295 |
A server that exposes PagerDuty API functionality to LLMs with structured input…
|
B 70 5⁄5 | ||||||||
| 7296 |
Coinmarket API integration to fetch cryptocurrency listings and quotes
|
B 70 5⁄5 | ||||||||
| 7297 |
Enables users to query information about LPDP scholarship financial disbursemen…
|
B 70 5⁄5 | ||||||||
| 7298 |
An MCP server that enables AI models to perform Google Web searches using the G…
|
B 70 5⁄5 | ||||||||
| 7299 |
MCP server for Huly project management. Query issues, create and update tasks, …
|
B 70 5⁄4 | ||||||||
| 7300 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
B 70 5⁄5 | ||||||||