MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8251 |
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
|
C 69 5⁄5 | ||||||||
| 8252 |
VRChat MCP OSC
Claim
Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar c…
|
C 69 5⁄4 | ||||||||
| 8253 |
DB CLI MCP Server
Claim
Provides a unified, read-only interface for executing SQL queries across multip…
|
C 69 5⁄4 | ||||||||
| 8254 |
Enables AI assistants to look up word definitions, pronunciations, and example …
|
C 69 5⁄5 | ||||||||
| 8255 |
A cross-platform integration server that enables interaction with the MetaTrade…
|
C 69 5⁄5 | ||||||||
| 8256 |
A TypeScript-based MCP server that implements a simple notes system, providing …
|
C 69 5⁄5 | ||||||||
| 8257 |
Provides real-time access to BC highway conditions, road closures, weather aler…
|
C 69 5⁄5 | ||||||||
| 8258 |
An enterprise-grade Model Context Protocol server that provides comprehensive G…
|
C 69 5⁄5 | ||||||||
| 8259 |
A Model Context Protocol server that enables Claude AI to interact with PocketB…
|
C 69 5⁄4 | ||||||||
| 8260 |
A server that enables AI agents to perform sophisticated knowledge discovery an…
|
C 69 5⁄4 | ||||||||
| 8261 |
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
|
C 69 5⁄4 | ||||||||
| 8262 |
Provides traditional Chinese metaphysics analysis capabilities including I Chin…
|
C 69 5⁄4 | ||||||||
| 8263 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 8264 |
Enables Cursor AI to interact with Figma designs, allowing users to read design…
|
C 69 5⁄5 | ||||||||
| 8265 |
IMPACT Framework - B2B Positioning & Messaging Tools by Shashwat Ghosh
|
C 69 5⁄4 | ||||||||
| 8266 |
This server enables AI models to send SMS messages and initiate Text-to-Speech …
|
C 69 5⁄5 | ||||||||
| 8267 |
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
|
C 69 5⁄5 | ||||||||
| 8268 |
A server that enables remote command execution over SSH through the Model Conte…
|
C 69 5⁄5 | ||||||||
| 8269 |
A Model Context Protocol server that provides AI assistants with structured acc…
|
C 69 5⁄5 | ||||||||
| 8270 |
Enables AI assistants to interact with GitLab for managing projects, branches, …
|
C 69 5⁄5 | ||||||||
| 8271 |
AI-powered 3D globe control via MCP. Camera, layers, markers, spatial analysis …
|
C 69 5⁄4 | ||||||||
| 8272 |
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
|
C 69 5⁄4 | ||||||||
| 8273 |
ncbi-mcp-server
Claim
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
|
C 69 5⁄5 | ||||||||
| 8274 |
MCP-CLIO
Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
|
C 69 5⁄4 | ||||||||
| 8275 |
A comprehensive MCP server providing advanced Redmine project analytics, web au…
|
C 69 5⁄5 | ||||||||
| 8276 |
Enables AI assistants to interact with Vertica Analytics Databases for querying…
|
C 69 5⁄5 | ||||||||
| 8277 |
Provides comprehensive NBA player statistics from basketball-reference.com, del…
|
C 69 5⁄5 | ||||||||
| 8278 |
Enables AI tools to manage containerized applications through Podman, supportin…
|
C 69 5⁄5 | ||||||||
| 8279 |
Enables users to fetch current weather conditions for any city worldwide and di…
|
C 69 5⁄5 | ||||||||
| 8280 |
Multi-model AI gateway — 8 providers plus local models, no system prompt inject…
|
C 69 5⁄4 | ||||||||
| 8281 |
An MCP server that enables batch conversion of images to WebP format with confi…
|
C 69 5⁄5 | ||||||||
| 8282 |
An MCP-compliant server that enables AI agents to perform accurate Pokémon batt…
|
C 69 5⁄5 | ||||||||
| 8283 |
Enables language models to query Goatcounter web analytics data, including page…
|
C 69 5⁄5 | ||||||||
| 8284 |
Gmail MCP Agent
Claim
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
|
C 69 5⁄5 | ||||||||
| 8285 |
A lightweight MCP server that provides date and time tools, including the abili…
|
C 69 5⁄4 | ||||||||
| 8286 |
Provides a secure environment for executing shell commands with restricted dire…
|
C 69 5⁄4 | ||||||||
| 8287 |
Enables interaction with Google Gemini AI models through MCP protocol. Provides…
|
C 69 5⁄5 | ||||||||
| 8288 |
A server that implements the Model Completion Protocol (MCP) to allow LLMs to i…
|
C 69 5⁄5 | ||||||||
| 8289 |
Enables AI assistants to manage MySQL databases through natural language comman…
|
C 69 5⁄5 | ||||||||
| 8290 |
An MCP server that enables AI models to search, retrieve, and solve LeetCode pr…
|
C 69 5⁄5 | ||||||||
| 8291 |
A local Ethereum contract analysis tool that retrieves on-chain information, in…
|
C 69 5⁄5 | ||||||||
| 8292 |
HubSpot Email MCP Server
Claim
Enables management of HubSpot marketing emails from Claude Desktop, including l…
|
C 69 5⁄5 | ||||||||
| 8293 |
A Model Context Protocol server that allows LLMs to interact with blockchain th…
|
C 69 5⁄4 | ||||||||
| 8294 |
Enable AI assistants to access and analyze your Fitbit health and fitness data …
|
C 69 5⁄5 | ||||||||
| 8295 |
Unofficial MCP server for Google Jules agent 🐙
|
C 69 5⁄4 | ||||||||
| 8296 |
Provides access to Australian Government ICT procurement opportunities from Buy…
|
C 69 5⁄5 | ||||||||
| 8297 |
Enables interaction with YouTube videos by extracting metadata, captions in mul…
|
C 69 5⁄5 | ||||||||
| 8298 |
Provides integration with Github through the Model Context Protocol (MCP), allo…
|
C 69 5⁄5 | ||||||||
| 8299 |
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
|
C 69 5⁄5 | ||||||||
| 8300 |
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearb…
|
C 69 5⁄4 | ||||||||