MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5301 |
An MCP server for efficient code indexing and symbol retrieval using tree-sitte…
|
B 73 5⁄4 | ||||||||
| 5302 |
A Python implementation of an MCP server that enables secure, local Bitbucket i…
|
B 73 5⁄4 | ||||||||
| 5303 |
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
|
B 73 5⁄5 | ||||||||
| 5304 |
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
|
B 73 5⁄5 | ||||||||
| 5305 |
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
|
B 73 5⁄5 | ||||||||
| 5306 |
Enables free web searching using Google search results with no API keys require…
|
B 73 5⁄5 | ||||||||
| 5307 |
A persistent memory implementation using a local knowledge graph that lets Clau…
|
B 73 5⁄5 | ||||||||
| 5308 |
MCP HuggingFetch
Claim
Enables users to download HuggingFace models through natural language requests …
|
B 73 5⁄5 | ||||||||
| 5309 |
MCP SSE Server Python
Claim
Enables real-time system monitoring and automation through MCP protocol with SS…
|
B 73 5⁄5 | ||||||||
| 5310 |
Inbox MCP
Claim
Transform your inbox into an intelligent, LLM-powered assistant that manages, o…
|
B 73 5⁄5 | ||||||||
| 5311 |
A minimal MCP Server that provides Claude AI models with the 'think' tool capab…
|
B 73 5⁄5 | ||||||||
| 5312 |
MCP server for The Noun Project - search and download icons directly in Cursor …
|
B 73 5⁄4 | ||||||||
| 5313 |
Enables AI applications to use advanced memory management capabilities through …
|
B 73 5⁄5 | ||||||||
| 5314 |
MCP server for Cantrip — AI-powered GTM engine for solo founders
|
B 73 5⁄5 | ||||||||
| 5315 |
Fetches latest news from 6 Icelandic sources via 60+ RSS feeds across categorie…
|
B 73 5⁄5 | ||||||||
| 5316 |
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
|
B 73 5⁄5 | ||||||||
| 5317 |
Professional Gemini API integration for Claude and MCP-compatible hosts with in…
|
B 73 5⁄5 | ||||||||
| 5318 |
Git Helper MCP
Claim
Enables Claude to interact with git repositories by providing real-time access …
|
B 73 5⁄4 | ||||||||
| 5319 |
A Model Context Protocol (MCP) server that provides tools to interact with Fold…
|
B 73 5⁄5 | ||||||||
| 5320 |
n8n MCP Server
Claim
Enables AI models to manage n8n workflow automation through a standardized inte…
|
B 73 5⁄5 | ||||||||
| 5321 |
Automates trade surveillance support workflows by parsing inquiry emails, searc…
|
B 73 5⁄5 | ||||||||
| 5322 |
Provides instant access to MCP development documentation, best practices, produ…
|
B 73 5⁄5 | ||||||||
| 5323 |
Google Ads MCP Server
Claim
This MCP server searches Google's public ads database and uses AI to analyze ad…
|
B 73 5⁄5 | ||||||||
| 5324 |
Enables AI assistants to query and explore Vertica databases through natural la…
|
B 73 5⁄5 | ||||||||
| 5325 |
Provides real-time weather forecasts for locations across Malaysia by fetching …
|
B 73 5⁄4 | ||||||||
| 5326 |
Crawls Korean stock market data from Naver Finance, providing real-time informa…
|
B 73 5⁄5 | ||||||||
| 5327 |
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
|
B 73 5⁄5 | ||||||||
| 5328 |
MCP server for ParentSquare school-parent communication platform
|
B 73 5⁄5 | ||||||||
| 5329 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5330 |
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
|
B 73 5⁄4 | ||||||||
| 5331 |
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
|
B 73 5⁄4 | ||||||||
| 5332 |
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, …
|
B 73 5⁄4 | ||||||||
| 5333 |
A high-performance Model Context Protocol server for AI integration with Metaba…
|
B 73 5⁄4 | ||||||||
| 5334 |
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
|
B 73 5⁄5 | ||||||||
| 5335 |
Easy-to-use MCP server framework specialized for SSE.
|
B 73 5⁄4 | ||||||||
| 5336 |
Search URDB for product integrity scores, enshittification events, and change t…
|
B 73 5⁄4 | ||||||||
| 5337 |
A command-line interface application that enables interactive chat with AI mode…
|
B 73 5⁄4 | ||||||||
| 5338 |
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
|
B 73 5⁄5 | ||||||||
| 5339 |
Enables AI agents to break down complex tasks into manageable pieces using a st…
|
B 73 5⁄5 | ||||||||
| 5340 |
Enables AI agents to store and retrieve information persistently using key-valu…
|
B 73 5⁄4 | ||||||||
| 5341 |
Enables AI assistants to discover, fetch, and search through Tambo documentatio…
|
B 73 5⁄5 | ||||||||
| 5342 |
Provides complete Gmail API integration for email management, including sending…
|
B 73 5⁄5 | ||||||||
| 5343 |
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
|
B 73 5⁄5 | ||||||||
| 5344 |
Enables AI assistants to perform high-precision Price and Yield calculations fo…
|
B 73 5⁄5 | ||||||||
| 5345 |
unified-gateway-mcp
Claim
Unified MCP Gateway Platform, Marketplace & Custom MCPs
|
B 73 5⁄5 | ||||||||
| 5346 |
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
|
B 73 5⁄5 | ||||||||
| 5347 |
A comprehensive MCP server for X/Twitter featuring over 70 tools for research, …
|
B 73 5⁄5 | ||||||||
| 5348 |
Enables AI tools to manage financial operations through the Cresium Partner API…
|
B 73 5⁄5 | ||||||||
| 5349 |
Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a…
|
B 73 5⁄5 | ||||||||
| 5350 |
MCP server for Docker container inspection and OpenTelemetry trace querying via…
|
B 73 6⁄6 | ||||||||