MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7101 |
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time b…
|
B 71 5⁄4 | ||||||||
| 7102 |
A Model Context Protocol server that provides tools to find regex pattern posit…
|
B 71 5⁄4 | ||||||||
| 7103 |
An MCP server for UK National Rail trains service, providing train schedules an…
|
B 71 5⁄5 | ||||||||
| 7104 |
Crawl4AI MCP Server
Claim
High-performance server enabling AI assistants to access web scraping, crawling…
|
B 71 5⁄5 | ||||||||
| 7105 |
Integrates with the Eventbrite API to provide AI-assisted event management capa…
|
B 71 5⁄5 | ||||||||
| 7106 |
Provides weather information through MCP tools integrated with a FastAPI backen…
|
B 71 5⁄4 | ||||||||
| 7107 |
Provides Claude with access to Pinata's API, allowing it to interact with both …
|
B 71 5⁄5 | ||||||||
| 7108 |
Allow to manage Issues and Project on Github
|
B 71 5⁄5 | ||||||||
| 7109 |
Provides tools for managing Anki decks, notes, and note types via the Model Con…
|
B 71 5⁄4 | ||||||||
| 7110 |
Enables interaction with Datadog's monitoring platform to search logs, search t…
|
B 71 5⁄5 | ||||||||
| 7111 |
Markdown MCP Server
Claim
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
|
B 71 5⁄4 | ||||||||
| 7112 |
|
B 71 5⁄4 | ||||||||
| 7113 |
flomo-mcp
Claim
A simple notes system that allows creating, storing, and accessing text notes t…
|
B 71 5⁄4 | ||||||||
| 7114 |
gemini-cli
Claim
An open-source AI agent that brings the power of Gemini directly into your term…
|
B 71 5⁄4 | ||||||||
| 7115 |
Implements CEDARScript, a SQL-like language for code manipulation.
|
B 71 5⁄5 | ||||||||
| 7116 |
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
|
B 71 5⁄5 | ||||||||
| 7117 |
A MCP-based intelligent customer service system that provides smart Q\&A, human…
|
B 71 5⁄5 | ||||||||
| 7118 |
A Windows-native MCP server that enables users to paste images, Excel tables, r…
|
B 71 5⁄4 | ||||||||
| 7119 |
VibeDefender MCP Server
Claim
Provides security assessment methodology, tool documentation, and step-by-step …
|
B 71 5⁄5 | ||||||||
| 7120 |
MCP Express Server
Claim
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
|
B 71 5⁄5 | ||||||||
| 7121 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
B 71 5⁄4 | ||||||||
| 7122 |
Enables interaction with Old School RuneScape game data and Wiki through the Mo…
|
B 71 5⁄5 | ||||||||
| 7123 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7124 |
An automated system that processes raw text through a three-stage pipeline to a…
|
B 71 5⁄5 | ||||||||
| 7125 |
MCP Bridge Server
Claim
A macOS-native bridge server that enables communication between different AI cl…
|
B 71 5⁄5 | ||||||||
| 7126 |
A production-ready Model Context Protocol server that provides comprehensive fi…
|
B 71 5⁄4 | ||||||||
| 7127 |
An MCP tool that provides AI with the ability to compress and decompress local …
|
B 71 5⁄5 | ||||||||
| 7128 |
An MCP aggregator that consolidates multiple MCP servers behind a single interf…
|
B 71 5⁄5 | ||||||||
| 7129 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄5 | ||||||||
| 7130 |
Enables seamless Jira integration through browser-based OAuth authentication, p…
|
B 71 5⁄5 | ||||||||
| 7131 |
Provides persistent memory capabilities through Neo4j graph database integratio…
|
B 71 5⁄5 | ||||||||
| 7132 |
|
B 71 5⁄4 | ||||||||
| 7133 |
slack-mcp
Claim
Read-only MCP server for Slack with OAuth 2.1 authentication, enabling message …
|
B 71 5⁄4 | ||||||||
| 7134 |
Tasks MCP Server
Claim
A task management MCP server that provides tools to create, list, complete, and…
|
B 71 5⁄5 | ||||||||
| 7135 |
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
|
B 71 5⁄5 | ||||||||
| 7136 |
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
|
B 71 5⁄5 | ||||||||
| 7137 |
A Model Context Protocol server that connects to a payments company's developer…
|
B 71 5⁄4 | ||||||||
| 7138 |
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
|
B 71 5⁄5 | ||||||||
| 7139 |
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
|
B 71 5⁄4 | ||||||||
| 7140 |
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
|
B 71 5⁄5 | ||||||||
| 7141 |
Enables automatic weather information retrieval through a custom MCP server int…
|
B 71 5⁄5 | ||||||||
| 7142 |
A Model Context Protocol server that provides web search capabilities using Goo…
|
B 71 5⁄5 | ||||||||
| 7143 |
ros2_mcp
Claim
Advanced MCP Server ROS 2 bridging AI agents straight into robotics
|
B 71 5⁄5 | ||||||||
| 7144 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7145 |
Chess MCP Server
Claim
Provides an interactive chess game experience through MCP tools with a web-base…
|
B 71 5⁄4 | ||||||||
| 7146 |
Provides comprehensive Google Sheets integration for creating, reading, updatin…
|
B 71 5⁄5 | ||||||||
| 7147 |
Enables AI assistants to convert LaTeX source code into professionally formatte…
|
B 71 5⁄4 | ||||||||
| 7148 |
MCP server for remote control of napari viewers via Model Context Protocol, ena…
|
B 71 5⁄4 | ||||||||
| 7149 |
Provides Claude with access to Ethereum and EVM-compatible blockchain operation…
|
B 71 5⁄5 | ||||||||
| 7150 |
Enables users to manage GitCode repositories and automatically generate mind ma…
|
B 71 5⁄5 | ||||||||