MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5051 |
Allows Claude and other AI assistants to interact with Docker through the MCP p…
|
B 74 5⁄4 | ||||||||
| 5052 |
An MCP server that gives AI assistants the ability to create, manage, and contr…
|
B 74 5⁄4 | ||||||||
| 5053 |
A simple MCP server that generates multi-language greetings and provides server…
|
B 74 5⁄5 | ||||||||
| 5054 |
kanban-mcp
Claim
MCP server providing kanban-based task management memory for complex multi-sess…
|
B 74 5⁄4 | ||||||||
| 5055 |
Enables control and monitoring of Nav2 navigation operations, including navigat…
|
B 74 5⁄4 | ||||||||
| 5056 |
Todo MCP Server
Claim
Enables Claude to manage todo lists with full CRUD operations including creatin…
|
B 74 5⁄4 | ||||||||
| 5057 |
Automates trade surveillance support workflows by parsing inquiry emails, searc…
|
B 73 5⁄5 | ||||||||
| 5058 |
A Model Context Protocol server that allows Claude to interact with Linear's AP…
|
B 73 5⁄5 | ||||||||
| 5059 |
A Model Context Protocol server that enables interaction with Jira's REST API u…
|
B 73 5⁄5 | ||||||||
| 5060 |
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
|
B 73 5⁄5 | ||||||||
| 5061 |
Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…
|
B 73 5⁄5 | ||||||||
| 5062 |
Provides persistent context management for AI agents by storing and querying se…
|
B 73 5⁄5 | ||||||||
| 5063 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 73 5⁄5 | ||||||||
| 5064 |
Enables collaborative document authoring and composition with project-based org…
|
B 73 5⁄4 | ||||||||
| 5065 |
An MCP server for evaluating C# project architecture quality using the Modulari…
|
B 73 5⁄4 | ||||||||
| 5066 |
Enables random number generation with statistical analysis, CSV data storage, a…
|
B 73 5⁄4 | ||||||||
| 5067 |
Wraps FastAPI REST endpoints as MCP tools, enabling natural language interactio…
|
B 73 5⁄4 | ||||||||
| 5068 |
Enables interaction with the local file system and retrieval of system informat…
|
B 73 5⁄4 | ||||||||
| 5069 |
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
|
B 73 5⁄4 | ||||||||
| 5070 |
A starter template for building MCP servers with SQLite database integration. P…
|
B 73 5⁄4 | ||||||||
| 5071 |
Enables AI agents to access and analyze professional esports data for League of…
|
B 73 5⁄5 | ||||||||
| 5072 |
Enables secure management of Squads multisig accounts on the Solana blockchain,…
|
B 73 5⁄4 | ||||||||
| 5073 |
A Model Context Protocol server that enables scalable mobile automation for iOS…
|
B 73 5⁄5 | ||||||||
| 5074 |
A command-line interface application that enables interactive chat with AI mode…
|
B 73 5⁄4 | ||||||||
| 5075 |
Connects Reaper projects to an MCP client like Claude Desktop, allowing users t…
|
B 73 5⁄5 | ||||||||
| 5076 |
A Model Context Protocol server that enables interaction with Snapshot.org, pro…
|
B 73 5⁄5 | ||||||||
| 5077 |
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
|
B 73 5⁄5 | ||||||||
| 5078 |
Enables comprehensive management of Google Calendar, Contacts, and Gmail with f…
|
B 73 5⁄5 | ||||||||
| 5079 |
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
|
B 73 5⁄5 | ||||||||
| 5080 |
A comprehensive MCP server that provides powerful web automation tools using Pl…
|
B 73 5⁄5 | ||||||||
| 5081 |
Doclea MCP
Claim
A local MCP server providing persistent memory for AI coding assistants by stor…
|
B 73 5⁄4 | ||||||||
| 5082 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5083 |
Azure DevOps integration for repository management, work items, and pipelines.
|
B 73 5⁄5 | ||||||||
| 5084 |
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
|
B 73 5⁄4 | ||||||||
| 5085 |
Taskboard MCP Server
Claim
Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…
|
B 73 5⁄5 | ||||||||
| 5086 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5087 |
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
|
B 73 5⁄4 | ||||||||
| 5088 |
Enables creation and management of Framer plugins with web3 capabilities like w…
|
B 73 5⁄5 | ||||||||
| 5089 |
Provides cryptographic identity and signing capabilities for AI agents, enablin…
|
B 73 5⁄4 | ||||||||
| 5090 |
This server supports remote MCP connections, includes built-in Google OAuth, an…
|
B 73 5⁄5 | ||||||||
| 5091 |
Provides complete Gmail API integration for email management, including sending…
|
B 73 5⁄5 | ||||||||
| 5092 |
Facilitates semantic analysis of chat conversations through vector embeddings a…
|
B 73 5⁄5 | ||||||||
| 5093 |
An MCP server that enables searching for Rust crates and their documentation fr…
|
B 73 5⁄5 | ||||||||
| 5094 |
Provides access to 56 professional medical calculators covering multiple specia…
|
B 73 5⁄4 | ||||||||
| 5095 |
A Notion MCP server that enables searching, exporting, and importing pages as m…
|
B 73 5⁄4 | ||||||||
| 5096 |
Enables automation of browser tasks using Playwright by interacting via Claude …
|
B 73 5⁄5 | ||||||||
| 5097 |
MCPolice
Claim
Enables AI tools to report violations of international laws to monitoring agenc…
|
B 73 5⁄5 | ||||||||
| 5098 |
Autumn MCP Server
Claim
An unofficial MCP server that provides an interface to access the Autumn pricin…
|
B 73 5⁄5 | ||||||||
| 5099 |
MCP Server for Orderly Network - Documentation and SDK patterns
|
B 73 5⁄4 | ||||||||
| 5100 |
Enables AI agents to interact directly with Google Sheets to create, read, and …
|
B 73 5⁄5 | ||||||||