MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7151 |
Provides access to live NHL game data, player and team statistics, standings, s…
|
B 71 5⁄5 | ||||||||
| 7152 |
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
|
B 71 5⁄5 | ||||||||
| 7153 |
Enables AI video and image generation through the Runway API. Supports video ge…
|
B 71 5⁄5 | ||||||||
| 7154 |
A Model Context Protocol server that enables generating and editing images usin…
|
B 71 5⁄5 | ||||||||
| 7155 |
|
B 71 5⁄4 | ||||||||
| 7156 |
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
|
B 71 5⁄5 | ||||||||
| 7157 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7158 |
An MCP server that connects to your React Native application debugger
|
B 71 5⁄4 | ||||||||
| 7159 |
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
|
B 71 5⁄5 | ||||||||
| 7160 |
Enables Claude AI to run terminal commands, perform file operations, and manage…
|
B 71 5⁄4 | ||||||||
| 7161 |
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
|
B 71 5⁄5 | ||||||||
| 7162 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 7163 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7164 |
Integrates with the Eventbrite API to provide AI-assisted event management capa…
|
B 71 5⁄5 | ||||||||
| 7165 |
A secure server that enables AI applications to execute shell commands in speci…
|
B 71 5⁄5 | ||||||||
| 7166 |
An MCP server that enables programmatic management and monitoring of developmen…
|
B 71 5⁄5 | ||||||||
| 7167 |
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
|
B 71 5⁄5 | ||||||||
| 7168 |
Get weather of Japan
|
B 71 5⁄5 | ||||||||
| 7169 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 7170 |
A simple TypeScript-based MCP server that implements a notes system, allowing u…
|
B 71 5⁄5 | ||||||||
| 7171 |
An intelligent server that transforms local Dash documentation into a context-a…
|
B 71 5⁄5 | ||||||||
| 7172 |
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
|
B 71 5⁄4 | ||||||||
| 7173 |
Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …
|
B 71 5⁄4 | ||||||||
| 7174 |
A comprehensive MCP server for extracting YouTube video transcripts with suppor…
|
B 71 6⁄4 | ||||||||
| 7175 |
Enables access to agent instruction files and prompts for AI development workfl…
|
B 71 5⁄5 | ||||||||
| 7176 |
Enables playback control of local audio files through a virtual audio output de…
|
B 71 5⁄4 | ||||||||
| 7177 |
Enables LLMs to automatically generate Excel files with custom structures, adva…
|
B 71 5⁄5 | ||||||||
| 7178 |
Enables intelligent file searching in local directories using natural language …
|
B 71 5⁄4 | ||||||||
| 7179 |
Enables AI assistants to manage Gmail through natural language, supporting oper…
|
B 71 5⁄5 | ||||||||
| 7180 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7181 |
|
B 71 5⁄4 | ||||||||
| 7182 |
Enables AI assistants to search documentation of packages and services to find …
|
B 71 5⁄5 | ||||||||
| 7183 |
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
|
B 71 5⁄5 | ||||||||
| 7184 |
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
|
B 71 5⁄5 | ||||||||
| 7185 |
Provides Unix command documentation directly within Claude conversations, allow…
|
B 71 5⁄5 | ||||||||
| 7186 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7187 |
A service that provides real-time weather data, forecasts, and alerts for US lo…
|
B 71 5⁄5 | ||||||||
| 7188 |
Send messages and notifications to Telegram chats from your workflows. Deliver …
|
B 71 5⁄4 | ||||||||
| 7189 |
A Windows-native MCP server that enables users to paste images, Excel tables, r…
|
B 71 5⁄4 | ||||||||
| 7190 |
A comprehensive learning project providing hands-on experience with Model Conte…
|
B 71 5⁄4 | ||||||||
| 7191 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
B 71 5⁄4 | ||||||||
| 7192 |
A Model Context Protocol server that enables Claude Desktop to perform file ope…
|
B 71 5⁄5 | ||||||||
| 7193 |
Provides grocery price and nutritional information search capabilities, allowin…
|
B 71 5⁄5 | ||||||||
| 7194 |
Firebase Realtime Database
|
B 71 5⁄4 | ||||||||
| 7195 |
An MCP tool that provides AI with the ability to compress and decompress local …
|
B 71 5⁄5 | ||||||||
| 7196 |
An MCP server for querying wolfram alpha API.
|
B 71 5⁄5 | ||||||||
| 7197 |
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
|
B 71 5⁄5 | ||||||||
| 7198 |
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
|
B 71 5⁄5 | ||||||||
| 7199 |
Coordinate specialized roles to plan, build, test, and deploy applications end …
|
B 71 5⁄4 | ||||||||
| 7200 |
Provides LLMs with safe, read-only access to local codebases for searching, rea…
|
B 71 5⁄4 | ||||||||