MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3851 |
Enables users to track personal expenses through natural language interactions …
|
B 75 6⁄6 | ||||||||
| 3852 |
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) …
|
B 75 5⁄5 | ||||||||
| 3853 |
Claude Agents MCP Server
Claim
Centrally manages Claude agent definitions, configurations, and custom commands…
|
B 75 5⁄5 | ||||||||
| 3854 |
Provides a standardized interface for LLMs to read, create, and manage Google C…
|
B 75 5⁄4 | ||||||||
| 3855 |
MCP server that enables intelligent analysis of legal spend data across multipl…
|
B 75 5⁄5 | ||||||||
| 3856 |
Analyzes cognitive complexity of Python code by scanning files and directories …
|
B 75 5⁄4 | ||||||||
| 3857 |
MCP server for shadcn/ui component references
|
B 75 5⁄5 | ||||||||
| 3858 |
Enables real-time monitoring and control of any Webots robot simulation, provid…
|
B 75 5⁄4 | ||||||||
| 3859 |
Enables AI assistants to programmatically create, execute, and analyze Apache J…
|
B 75 5⁄4 | ||||||||
| 3860 |
This is an MCP server that enables agents to record, search, and retrieve memos…
|
B 75 5⁄5 | ||||||||
| 3861 |
Enables AI assistants to search and analyze Chrome browser history and bookmark…
|
B 75 5⁄4 | ||||||||
| 3862 |
An MCP server that provides Claude direct access to D\&D Beyond accounts to man…
|
B 75 5⁄4 | ||||||||
| 3863 |
Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with ter…
|
B 75 5⁄4 | ||||||||
| 3864 |
A powerful MCP server for browser automation that supports both Playwright and …
|
B 75 5⁄5 | ||||||||
| 3865 |
A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and …
|
B 75 5⁄5 | ||||||||
| 3866 |
Enables AI assistants to search arXiv's research repository, download papers, a…
|
B 75 5⁄4 | ||||||||
| 3867 |
ACI MCP Server
Claim
Enables management and configuration of Cisco ACI (Application Centric Infrastr…
|
B 75 5⁄5 | ||||||||
| 3868 |
Enables interaction with Azure AI Foundry services through a unified interface …
|
B 75 5⁄5 | ||||||||
| 3869 |
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
|
B 75 5⁄5 | ||||||||
| 3870 |
mcp-server
Claim
Web intelligence API for AI agents — screenshot capture, PDF generation, page m…
|
B 75 5⁄5 | ||||||||
| 3871 |
Provides access to Reddit's API for retrieving posts, comments, user informatio…
|
B 75 5⁄5 | ||||||||
| 3872 |
Automatically crawls documentation websites, converts them to organized markdow…
|
B 75 5⁄5 | ||||||||
| 3873 |
Enables image generation and editing using Google Gemini AI with support for mu…
|
B 75 5⁄5 | ||||||||
| 3874 |
Access 30+ bioinformatics tools from 14 databases.
|
B 75 5⁄5 | ||||||||
| 3875 |
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
|
B 75 5⁄4 | ||||||||
| 3876 |
Implementation of Model Context Protocol (MCP) server that provides tools for a…
|
B 75 5⁄5 | ||||||||
| 3877 |
for tracing and monitoring
|
B 75 5⁄5 | ||||||||
| 3878 |
A persistent local vector memory server that allows users to store and search p…
|
B 75 5⁄4 | ||||||||
| 3879 |
Groww MCP
Claim
Enable seamless integration of Groww platform data and tools with language mode…
|
B 75 5⁄4 | ||||||||
| 3880 |
|
B 75 5⁄4 | ||||||||
| 3881 |
Provides access to Marvel Rivals game data including hero information, abilitie…
|
B 75 5⁄5 | ||||||||
| 3882 |
MCP Weather Server
Claim
Enables users to search for location coordinates, retrieve current weather data…
|
B 75 5⁄5 | ||||||||
| 3883 |
Enables users to send live webcam images to Claude Desktop or other MCP clients…
|
B 75 6⁄6 | ||||||||
| 3884 |
An unofficial MCP server that enables AI agents to create and list tasks in Tod…
|
B 75 5⁄5 | ||||||||
| 3885 |
Enables interaction with SQLite databases through natural language, supporting …
|
B 75 5⁄5 | ||||||||
| 3886 |
Enables authentication and interaction with DhanHQ trading APIs through OAuth-b…
|
B 75 5⁄5 | ||||||||
| 3887 |
Enables AI assistants to interact with Google Cloud Platform resources through …
|
B 75 5⁄5 | ||||||||
| 3888 |
A MCP server that supports searching for Bilibili content. Provides LangChain i…
|
B 75 5⁄4 | ||||||||
| 3889 |
Specialized MCP server for cryptocurrency project documentation management with…
|
B 75 5⁄5 | ||||||||
| 3890 |
Integrates Google's Gemini AI with Claude Code to provide advanced development …
|
B 75 5⁄5 | ||||||||
| 3891 |
Enables AI assistants to generate images and videos through natural language us…
|
B 75 5⁄5 | ||||||||
| 3892 |
A lightweight server that provides persistent memory and context management for…
|
B 75 5⁄4 | ||||||||
| 3893 |
A comprehensive MCP server that unifies Readwise Reader document management wit…
|
B 75 5⁄5 | ||||||||
| 3894 |
Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, o…
|
B 75 5⁄5 | ||||||||
| 3895 |
Enables AI assistants to interact directly with TestRail instances for managing…
|
B 75 5⁄5 | ||||||||
| 3896 |
Enables automated grading of student homework images using Qwen3-VL multimodal …
|
B 75 5⁄5 | ||||||||
| 3897 |
An enterprise-ready MCP server that provides persistent sentiment analytics, ch…
|
B 75 5⁄4 | ||||||||
| 3898 |
A production-grade TypeScript template for building Model Context Protocol (MCP…
|
B 75 5⁄5 | ||||||||
| 3899 |
Provides access to over 800,000 economic time series from the Federal Reserve B…
|
B 75 5⁄5 | ||||||||
| 3900 |
Express MCP Server
Claim
A basic serverless MCP server example running on Netlify Functions using Expres…
|
B 75 6⁄6 | ||||||||