MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6001 |
This MCP server assists Minecraft Java plugin developers by providing dependenc…
|
B 72 5⁄5 | ||||||||
| 6002 |
MCP FishBase Server
Claim
Provides access to FishBase marine biology data including species information, …
|
B 72 5⁄5 | ||||||||
| 6003 |
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
|
B 72 5⁄5 | ||||||||
| 6004 |
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
|
B 72 5⁄5 | ||||||||
| 6005 |
Integrates with Clockify time tracking API to retrieve user information, manage…
|
B 72 5⁄5 | ||||||||
| 6006 |
BetterMCPFileServer
Claim
A redesigned Model Context Protocol server that enables AI models to access fil…
|
B 72 5⁄5 | ||||||||
| 6007 |
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
|
B 72 5⁄4 | ||||||||
| 6008 |
Enables Claude to create and organize markdown research notes directly in your …
|
B 72 5⁄4 | ||||||||
| 6009 |
Enables the generation of images using Together AI's models through an MCP serv…
|
B 72 5⁄5 | ||||||||
| 6010 |
An MCP server that enables text-to-speech generation and phonetic kana conversi…
|
B 72 5⁄4 | ||||||||
| 6011 |
A Model Context Protocol server that provides Android Debug Bridge functionalit…
|
B 72 5⁄4 | ||||||||
| 6012 |
Paws-on-MCP
Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
|
B 72 5⁄5 | ||||||||
| 6013 |
A comprehensive Model Context Protocol implementation for the Swagger Petstore …
|
B 72 5⁄5 | ||||||||
| 6014 |
A Model Context Protocol server that allows Claude Desktop to manage and execut…
|
B 72 5⁄5 | ||||||||
| 6015 |
This TypeScript-based MCP server implements a simple notes system, allowing the…
|
B 72 5⁄5 | ||||||||
| 6016 |
date-fns MCP
Claim
Provides access to date-fns documentation and utilities through MCP. Enables us…
|
B 72 5⁄5 | ||||||||
| 6017 |
A physics-aware inline skating combo generator that models moves as state trans…
|
B 72 5⁄4 | ||||||||
| 6018 |
Bridges Claude Desktop to local Windows 10 development environments to enable r…
|
B 72 5⁄4 | ||||||||
| 6019 |
An MCP server that provides both read-only and authenticated access to Reddit c…
|
B 72 5⁄5 | ||||||||
| 6020 |
A Model Context Protocol server that provides persistent memory and conversatio…
|
B 72 5⁄4 | ||||||||
| 6021 |
Enables interaction with Figma designs through the Figma API, allowing users to…
|
B 72 5⁄5 | ||||||||
| 6022 |
A production-ready MCP server that enables Claude to interact with local codeba…
|
B 72 5⁄4 | ||||||||
| 6023 |
Google Slides MCP Server
Claim
Enables interaction with Google Slides presentations through OAuth2 authenticat…
|
B 72 5⁄5 | ||||||||
| 6024 |
mcp-untun
|
B 72 5⁄5 | ||||||||
| 6025 |
onchain-mcp
Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
|
B 72 5⁄5 | ||||||||
| 6026 |
Provides real-time weather data from Open-Meteo API, mathematical calculations,…
|
B 72 5⁄5 | ||||||||
| 6027 |
ChromaDB MCP Server
Claim
Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant d…
|
B 72 5⁄4 | ||||||||
| 6028 |
Cross-platform command execution server that intelligently adapts shell command…
|
B 72 5⁄5 | ||||||||
| 6029 |
Professional RSS/Atom feed management system with AI-powered analytics includin…
|
B 72 5⁄5 | ||||||||
| 6030 |
MCP server for searching images with Google
|
B 72 5⁄5 | ||||||||
| 6031 |
MCP server for Zoho CRM API integration
|
B 72 5⁄5 | ||||||||
| 6032 |
Cognitive architecture MCP server with memory, learning, and contextual underst…
|
B 72 5⁄5 | ||||||||
| 6033 |
A Model Context Protocol server that provides web search capabilities using Goo…
|
B 72 5⁄5 | ||||||||
| 6034 |
An MCP server that provides AI coding assistants with access to official ARM CM…
|
B 72 5⁄4 | ||||||||
| 6035 |
Provides a suite of stock analysis tools for Claude, enabling real-time price t…
|
B 72 5⁄5 | ||||||||
| 6036 |
A MCP server enabling LLMs to roll dice
|
B 72 5⁄4 | ||||||||
| 6037 |
Enables authenticated interaction with ServiceNow via its REST API using per-us…
|
B 72 5⁄5 | ||||||||
| 6038 |
A Model Context Protocol server integration that creates a persistent, searchab…
|
B 72 5⁄5 | ||||||||
| 6039 |
Enables Claude to use Google Gemini as a secondary AI through MCP for large-sca…
|
B 72 5⁄5 | ||||||||
| 6040 |
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
|
B 72 5⁄4 | ||||||||
| 6041 |
mcp server for bluesky. featured in offical mcp server repo.
|
B 72 5⁄4 | ||||||||
| 6042 |
Generates witty, citation-backed responses to health myths and misinformation w…
|
B 72 5⁄5 | ||||||||
| 6043 |
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
|
B 72 5⁄5 | ||||||||
| 6044 |
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, I…
|
B 72 5⁄4 | ||||||||
| 6045 |
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
|
B 72 5⁄5 | ||||||||
| 6046 |
Enables interaction with Microsoft Planner tasks through natural language using…
|
B 72 5⁄4 | ||||||||
| 6047 |
A task management and productivity tool that enables creating, updating, filter…
|
B 72 5⁄4 | ||||||||
| 6048 |
An MCP server for Matter Controller, enabling AI agents to control and interact…
|
B 72 5⁄4 | ||||||||
| 6049 |
An MCP server for the Cortex observable analysis and active response engine. It…
|
B 72 5⁄5 | ||||||||
| 6050 |
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
|
B 72 5⁄5 | ||||||||