MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50151 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
|
— | ||||||||
| 50152 |
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
|
— | ||||||||
| 50153 |
Ozon MCP Server
Claim
MCP server for Ozon marketplace that enables AI assistants to search products, …
|
— | ||||||||
| 50154 |
Grok AI MCP Server
Claim
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
|
— | ||||||||
| 50155 |
agent-wiki
Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
|
— | ||||||||
| 50156 |
WooCommerce MCP Server
Claim
Enables AI agents to manage WooCommerce stores, including products, orders, cus…
|
— | ||||||||
| 50157 |
nado-mcp
Claim
MCP server for the Nado Protocol on the Ink blockchain, enabling AI assistants …
|
— | ||||||||
| 50158 |
apigee-mcp
Claim
Exposes Apigee X / GCP Management API operations as tools, enabling management …
|
— | ||||||||
| 50159 |
Cairntir
Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
|
— | ||||||||
| 50160 |
slametrivai
Claim
|
— | ||||||||
| 50161 |
assets-store-mcp
Claim
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
|
— | ||||||||
| 50162 |
Forge Engine
Claim
Design spec + milestones AI coding agents read before building; drift flagged, …
|
— | ||||||||
| 50163 |
forwardemail-mcp
Claim
MCP server for Forward Email that provides tools to manage email inbox, send ma…
|
— | ||||||||
| 50164 |
DataEdmonton MCP
Claim
Enables AI agents to query Edmonton's open data portal via the Socrata SODA API…
|
— | ||||||||
| 50165 |
shiori-mcp
Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
|
— | ||||||||
| 50166 |
DB-MCP
Claim
Multi-database SQL validation service with Docker containerization, supporting …
|
— | ||||||||
| 50167 |
framebench
Claim
Estimated game fps for any GPU or Apple Silicon chip, with the limiter and twea…
|
— | ||||||||
| 50168 |
Bellows
Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
|
— | ||||||||
| 50169 |
e-Stat MCP server
Claim
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
|
— | ||||||||
| 50170 |
publish-artifacts-mcp
Claim
Enables publishing, updating, and sharing HTML artifacts with strict security i…
|
— | ||||||||
| 50171 |
n8n-flow-bridge-mcp
Claim
Enables git-based version control for n8n workflows with automatic credential r…
|
— | ||||||||
| 50172 |
kibana-mcp
Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
|
— | ||||||||
| 50173 |
clawdentials
Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
|
— | ||||||||
| 50174 |
imagen-4-mcp
Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
|
— | ||||||||
| 50175 |
Nexus MCP
Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
|
— | ||||||||
| 50176 |
opencode-mcp-tool
Claim
This is a Model Context Protocol (MCP) server that allows AI assistants to inte…
|
— | ||||||||
| 50177 |
eyebrowse
Claim
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server o…
|
— | ||||||||
| 50178 |
mcp-parasut
Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
|
— | ||||||||
| 50179 |
TickTick MCP CLI
Claim
Agent-friendly CLI and MCP server for TickTick and Dida365 task management APIs…
|
— | ||||||||
| 50180 |
FINOPTIMA
Claim
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 t…
|
— | ||||||||
| 50181 |
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
|
— | ||||||||
| 50182 |
agent-browser-mcp-server
Claim
Provides complete browser automation capabilities for AI agents via 44 tools, i…
|
— | ||||||||
| 50183 |
shopify-graphql-mcp
Claim
A Model Context Protocol server that provides comprehensive access to the Shopi…
|
— | ||||||||
| 50184 |
ghost-mcp
Claim
MCP server for managing Ghost blogs from AI coding editors. Create, edit, publi…
|
— | ||||||||
| 50185 |
Enables interactive feedback sessions in Cursor with support for multiple chat …
|
— | ||||||||
| 50186 |
mcp-ssh
Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
|
— | ||||||||
| 50187 |
psd-mcp-server
Claim
Enables parsing of PSD files and extraction of layer information, design tokens…
|
— | ||||||||
| 50188 |
mcp-telemetry
Claim
Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few li…
|
— | ||||||||
| 50189 |
Audio File MCP App
Claim
Inspect local audio files — playback, metadata, loudness, spectrogram.
|
— | ||||||||
| 50190 |
MagentaA11y MCP Server
Claim
Provides accessibility acceptance criteria for 51 web and 42 native components …
|
— | ||||||||
| 50191 |
easy-jupyter-editor-mcp
Claim
Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) fil…
|
— | ||||||||
| 50192 |
Perseus for Slack
Claim
Brings live project context into Slack via MCP, enabling developer teams to che…
|
— | ||||||||
| 50193 |
GitHub MCP Server
Claim
An MCP server that enables AI agents to directly manage GitHub repositories, in…
|
— | ||||||||
| 50194 |
API to MCP
Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
|
— | ||||||||
| 50195 |
mcp-server-ascom
Claim
Control telescopes, cameras, and focusers with AI through natural language, usi…
|
— | ||||||||
| 50196 |
Agentic Vault
Claim
MCP server that lets AI agents call APIs without ever seeing the credentials, u…
|
— | ||||||||
| 50197 |
Enables interaction with Gmail and Google Docs via MCP, including email search,…
|
— | ||||||||
| 50198 |
The official Model Context Protocol adapter for Salesforce Commerce Cloud (B2C)…
|
— | ||||||||
| 50199 |
monica-mcp
Claim
MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
|
— | ||||||||
| 50200 |
cyanheads-mcp-server
Claim
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
|
— | ||||||||