MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4201 |
AI-powered architectural analysis server for software projects. Provides techno…
|
B 75 5⁄5 | ||||||||
| 4202 |
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…
|
B 75 5⁄5 | ||||||||
| 4203 |
Enables AI assistants to search and retrieve information about Terraform provid…
|
B 75 5⁄5 | ||||||||
| 4204 |
Enables creation and querying of knowledge bases using Google's Gemini API File…
|
B 75 5⁄5 | ||||||||
| 4205 |
Google Drive MCP Server
Claim
Enables Claude to manage Google Drive files and folders through natural languag…
|
B 75 5⁄5 | ||||||||
| 4206 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 4207 |
A Model Context Protocol server that enables AI models to interact with the Nos…
|
B 75 5⁄4 | ||||||||
| 4208 |
Provides structured access to Nexon's MapleStory Open API, allowing users to qu…
|
B 75 5⁄5 | ||||||||
| 4209 |
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
|
B 75 5⁄5 | ||||||||
| 4210 |
Integrates PropellerAds' programmatic advertising platform with AI to automate …
|
B 75 5⁄5 | ||||||||
| 4211 |
Enables AI assistants to interact with Codecks project management for querying …
|
B 75 5⁄5 | ||||||||
| 4212 |
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS…
|
B 75 5⁄5 | ||||||||
| 4213 |
Enables execution of Go code in the Go Playground sandbox and generation of sha…
|
B 75 5⁄5 | ||||||||
| 4214 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4215 |
An MCP server that lets AI assistants interact with your Lunchmoney data, enabl…
|
B 75 5⁄4 | ||||||||
| 4216 |
Smart Code Reviewer
Claim
Enables comprehensive code analysis including quality assessment, security vuln…
|
B 75 5⁄4 | ||||||||
| 4217 |
Enables Claude and other LLMs to search through any published MkDocs documentat…
|
B 75 5⁄5 | ||||||||
| 4218 |
Integrates the levelang.app translation API with AI assistants to provide trans…
|
B 75 5⁄5 | ||||||||
| 4219 |
Solentic
Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
|
B 75 5⁄5 | ||||||||
| 4220 |
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
|
B 75 5⁄4 | ||||||||
| 4221 |
Provides real-time debugging, code quality monitoring, and performance insights…
|
B 75 5⁄4 | ||||||||
| 4222 |
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
|
B 75 5⁄4 | ||||||||
| 4223 |
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
|
B 75 5⁄5 | ||||||||
| 4224 |
Provides AI assistants with real-time web search capabilities, intelligent data…
|
B 75 5⁄5 | ||||||||
| 4225 |
Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️…
|
B 75 5⁄4 | ||||||||
| 4226 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4227 |
AI Agent Guardrails MCP server - security layer
|
B 75 5⁄4 | ||||||||
| 4228 |
shadcn-vue-mcp
Claim
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instan…
|
B 75 5⁄5 | ||||||||
| 4229 |
Enables Adobe Express add-on developers to scaffold projects, access code examp…
|
B 75 5⁄5 | ||||||||
| 4230 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 4231 |
MCP server for Qiskit quantum computing with circuit serialization utilities
|
B 75 5⁄4 | ||||||||
| 4232 |
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
|
B 75 5⁄5 | ||||||||
| 4233 |
An MCP server that enables the extraction of transcripts and detailed metadata …
|
B 75 5⁄5 | ||||||||
| 4234 |
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
|
B 75 5⁄5 | ||||||||
| 4235 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4236 |
Enables AI agents to execute stock trading operations with built-in risk contro…
|
B 75 5⁄5 | ||||||||
| 4237 |
A Model Context Protocol server that extracts webpage creation, modification, a…
|
B 75 5⁄5 | ||||||||
| 4238 |
Provides 14+ character-level text analysis tools that give LLMs the ability to …
|
B 75 5⁄5 | ||||||||
| 4239 |
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
|
B 75 5⁄4 | ||||||||
| 4240 |
gospy
Claim
Non-Invasive goroutine inspector
|
B 75 5⁄5 | ||||||||
| 4241 |
Models PLUS
Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
|
B 75 5⁄5 | ||||||||
| 4242 |
|
B 75 5⁄4 | ||||||||
| 4243 |
This is an MCP server that enables agents to record, search, and retrieve memos…
|
B 75 5⁄5 | ||||||||
| 4244 |
Provides AI assistants with real-time web search capabilities and intelligent d…
|
B 75 5⁄5 | ||||||||
| 4245 |
kanban-mcp
Claim
Enables AI assistants to manage Planka kanban boards, including creating, updat…
|
B 75 5⁄5 | ||||||||
| 4246 |
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
|
B 75 5⁄4 | ||||||||
| 4247 |
A Model Context Protocol server that provides a seamless email management inter…
|
B 75 5⁄4 | ||||||||
| 4248 |
A simple Model Context Protocol server that provides timestamp-based UUID v7 id…
|
B 75 5⁄5 | ||||||||
| 4249 |
An MCP server that integrates with the SearXNG API to provide comprehensive web…
|
B 75 5⁄5 | ||||||||
| 4250 |
Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …
|
B 75 5⁄5 | ||||||||