MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5151 |
A MongoDB multi-instance query service built on MCP that provides intelligent d…
|
B 73 5⁄5 | ||||||||
| 5152 |
An MCP server that provides current and historical gold/precious metal prices (…
|
B 73 5⁄5 | ||||||||
| 5153 |
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
|
B 73 5⁄4 | ||||||||
| 5154 |
Enables AI agents to achieve production-ready solutions through iterative refin…
|
B 73 5⁄5 | ||||||||
| 5155 |
An MCP server that provides access to medical information, drug databases, and …
|
B 73 5⁄4 | ||||||||
| 5156 |
A server that enables interacting with Prefect workflow automation tools throug…
|
B 73 5⁄4 | ||||||||
| 5157 |
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
|
B 73 5⁄4 | ||||||||
| 5158 |
MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 …
|
B 73 5⁄4 | ||||||||
| 5159 |
This is a Python-based MCP server that provides OpenAI `web_search` built-in to…
|
B 73 5⁄5 | ||||||||
| 5160 |
Enables interaction with the Kalendis scheduling API to manage users, availabil…
|
B 73 5⁄5 | ||||||||
| 5161 |
An MCP server that helps AI assistants access text content from websites that i…
|
B 73 5⁄5 | ||||||||
| 5162 |
MCP Python Linter
Claim
Enables Python code linting by integrating the Model Context Protocol with tool…
|
B 73 5⁄5 | ||||||||
| 5163 |
Enables LLMs to retrieve current time information for specific IANA timezones o…
|
B 73 5⁄5 | ||||||||
| 5164 |
MCP server to provide Sketch layout information to AI coding agents like Cursor
|
B 73 5⁄5 | ||||||||
| 5165 |
mcp-angular-cli
|
B 73 5⁄4 | ||||||||
| 5166 |
Enables Claude to perform semantic search across your Obsidian vault using Smar…
|
B 73 5⁄4 | ||||||||
| 5167 |
ExcelReadMCP
Claim
Enables reading and searching Excel files through MCP-compatible clients. Provi…
|
B 73 5⁄4 | ||||||||
| 5168 |
A standalone server enabling Snyk security scanning through the Model Context P…
|
B 73 5⁄5 | ||||||||
| 5169 |
Nina Advanced API MCP
Claim
A protocol server enabling AI agents to control astrophotography equipment thro…
|
B 73 5⁄4 | ||||||||
| 5170 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 73 5⁄5 | ||||||||
| 5171 |
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
|
B 73 5⁄5 | ||||||||
| 5172 |
SkillNet MCP Server - Use 200.000k+ Community Skills with MCP
|
B 73 5⁄5 | ||||||||
| 5173 |
Provides stateful prompt optimization using research-backed techniques like APE…
|
B 73 5⁄5 | ||||||||
| 5174 |
Your AI agents' home directory — privacy-first MCP server for portable AI ident…
|
B 73 5⁄4 | ||||||||
| 5175 |
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
|
B 73 5⁄5 | ||||||||
| 5176 |
Connects Jira with Claude, enabling users to search issues, view issue details,…
|
B 73 5⁄5 | ||||||||
| 5177 |
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
|
B 73 5⁄4 | ||||||||
| 5178 |
A Message Control Protocol server that enables Claude Desktop and other applica…
|
B 73 5⁄4 | ||||||||
| 5179 |
Enables AI-powered exploration and interaction with GitLab instances through co…
|
B 73 5⁄5 | ||||||||
| 5180 |
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
|
B 73 5⁄5 | ||||||||
| 5181 |
homeassistant-mcp
Claim
Access Home Assistant data and control devices (lights, switches, thermostats, …
|
B 73 5⁄4 | ||||||||
| 5182 |
Enables seamless reading, writing, and analyzing of Excel files through Model C…
|
B 73 5⁄5 | ||||||||
| 5183 |
Enables interaction with a MySQL database via JSON commands, supporting read-on…
|
B 73 5⁄5 | ||||||||
| 5184 |
Enables AI agents to break down complex tasks into manageable pieces using a st…
|
B 73 5⁄5 | ||||||||
| 5185 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5186 |
Unsplash API MCP Server
Claim
An API that exposes Unsplash image search, listing, and random photo capabiliti…
|
B 73 5⁄5 | ||||||||
| 5187 |
Deterministic execution engine for AI agents with 412 modules across 78 categor…
|
B 73 5⁄4 | ||||||||
| 5188 |
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
|
B 73 5⁄5 | ||||||||
| 5189 |
Enables AI assistants to interact with Strapi CMS instances through REST API op…
|
B 73 5⁄5 | ||||||||
| 5190 |
Enables AI agents to check domain availability, perform batch domain lookups, a…
|
B 73 5⁄5 | ||||||||
| 5191 |
workflowy
Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
|
B 73 5⁄4 | ||||||||
| 5192 |
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
|
B 73 5⁄4 | ||||||||
| 5193 |
Taskboard MCP Server
Claim
Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…
|
B 73 5⁄5 | ||||||||
| 5194 |
An MCP server that generates high-quality images through Volcano Engine's Douba…
|
B 73 5⁄5 | ||||||||
| 5195 |
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
|
B 73 5⁄5 | ||||||||
| 5196 |
Enables crypto market analysis by combining Elfa's sentiment data and trending …
|
B 73 5⁄5 | ||||||||
| 5197 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5198 |
Search human-curated content recommendations from Copus - The Internet Treasure…
|
B 73 5⁄5 | ||||||||
| 5199 |
Integrates Claude Desktop with the Valhalla routing engine to provide OpenStree…
|
B 73 5⁄5 | ||||||||
| 5200 |
Enables quantum circuit design and electromagnetic simulation optimization thro…
|
B 73 5⁄4 | ||||||||