MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10151 |
MCP server for space weather and HF propagation conditions — live solar flux, K…
|
C 66 5⁄4 | ||||||||
| 10152 |
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
|
C 66 5⁄5 | ||||||||
| 10153 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 10154 |
Enables interaction with Confluence to manage spaces, pages, and comments with …
|
C 66 5⁄5 | ||||||||
| 10155 |
Gmail MCP Server
Claim
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
|
C 66 5⁄5 | ||||||||
| 10156 |
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
|
C 66 5⁄5 | ||||||||
| 10157 |
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
|
C 66 5⁄5 | ||||||||
| 10158 |
Enable secure sandboxed command execution and file operations remotely. Manage …
|
C 66 5⁄4 | ||||||||
| 10159 |
Provides AI assistants with access to materials science databases, enabling sea…
|
C 66 5⁄5 | ||||||||
| 10160 |
|
C 66 5⁄4 | ||||||||
| 10161 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 10162 |
Enables creating, analyzing, and managing PowerPoint presentations using pure N…
|
C 66 5⁄5 | ||||||||
| 10163 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 10164 |
A server that allows interfacing with the Chinese social media platform Xiaohon…
|
C 66 5⁄4 | ||||||||
| 10165 |
A connector that gives Claude direct access to MySQL databases through the Mode…
|
C 66 5⁄5 | ||||||||
| 10166 |
MCP server that provides comprehensive tools for managing [Higress](https://git…
|
C 66 5⁄4 | ||||||||
| 10167 |
Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols wit…
|
C 66 5⁄5 | ||||||||
| 10168 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 10169 |
A Python-based MCP server that aggregates real-time trending topics and news fr…
|
C 66 5⁄5 | ||||||||
| 10170 |
Enables users to perform Redis database operations using the Model Context Prot…
|
C 66 5⁄5 | ||||||||
| 10171 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 10172 |
A powerful speech-to-text MCP server that supports multiple audio formats and r…
|
C 66 5⁄4 | ||||||||
| 10173 |
A standardized interface for agent-to-agent communication that enables composab…
|
C 66 5⁄5 | ||||||||
| 10174 |
Weather MCP Server
Claim
Provides weather forecast and alert data for US locations through the National …
|
C 66 5⁄5 | ||||||||
| 10175 |
Provides machine learning researchers with tools for creating publication-quali…
|
C 66 5⁄5 | ||||||||
| 10176 |
An experimental MCP server that makes YouTube playlist transcripts available fo…
|
C 66 5⁄4 | ||||||||
| 10177 |
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
|
C 66 5⁄5 | ||||||||
| 10178 |
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) …
|
C 66 5⁄4 | ||||||||
| 10179 |
Citi Bike MCP Server
Claim
Enables users to find the nearest Citi Bike stations with real-time availabilit…
|
C 66 5⁄5 | ||||||||
| 10180 |
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
|
C 66 5⁄5 | ||||||||
| 10181 |
MCP server for Kaiten API — cards, boards. 3 tools.
|
C 66 4⁄4 | ||||||||
| 10182 |
A Model Context Protocol server that enables AI assistants to control Chrome br…
|
C 66 5⁄4 | ||||||||
| 10183 |
Compute price oracle for AI agents. Compare inference pricing across 8 provider…
|
C 66 5⁄4 | ||||||||
| 10184 |
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
|
C 66 5⁄4 | ||||||||
| 10185 |
MCP Job Search
Claim
Helps users find suitable LinkedIn job opportunities by automatically scraping …
|
C 66 5⁄5 | ||||||||
| 10186 |
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
|
C 66 5⁄5 | ||||||||
| 10187 |
A Model Context Protocol server that connects to Mattermost, allowing AI models…
|
C 66 5⁄5 | ||||||||
| 10188 |
Performs comprehensive crawler compliance risk assessment for webpages, evaluat…
|
C 66 5⁄5 | ||||||||
| 10189 |
This MCP server verifies that an agent’s claimed tool output matches the actual…
|
C 66 5⁄4 | ||||||||
| 10190 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10191 |
Enables users to search and query information from the 2025 Korean tax law amen…
|
C 66 5⁄5 | ||||||||
| 10192 |
Enables users to access the Realty In Ca1 API to search for residential and com…
|
C 66 5⁄5 | ||||||||
| 10193 |
An MCP server implementation that enables access to DexScreener API data, provi…
|
C 66 5⁄5 | ||||||||
| 10194 |
Enables AI assistants to create and delete GitHub repositories with customizabl…
|
C 66 5⁄5 | ||||||||
| 10195 |
An MCP server that enables AI assistants to parse Xcode and Swift build outputs…
|
C 66 5⁄4 | ||||||||
| 10196 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 10197 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 10198 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 10199 |
Enables AI assistants to interact with Uptime Agent monitoring system to check …
|
C 66 5⁄5 | ||||||||
| 10200 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||