MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 4 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4951 |
Provides AI assistants with comprehensive access to Islamic resources including…
|
B 74 5⁄5 | ||||||||
| 4952 |
Enables LLMs to manage a todo list application through the Model Context Protoc…
|
B 74 5⁄5 | ||||||||
| 4953 |
Enables AI tools to interact with ROS2 robotics systems through natural languag…
|
B 74 5⁄4 | ||||||||
| 4954 |
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
|
B 74 5⁄5 | ||||||||
| 4955 |
Enables the calculation and management of hourly-based commercial proposals wit…
|
B 74 5⁄4 | ||||||||
| 4956 |
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
|
B 74 5⁄5 | ||||||||
| 4957 |
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
|
B 74 5⁄5 | ||||||||
| 4958 |
Forked from https://github.com/epaproditus/google-workspace-mcp-server
The dele…
|
B 74 5⁄5 | ||||||||
| 4959 |
Get Confluence data via CQL and read pages.
|
B 74 5⁄5 | ||||||||
| 4960 |
Enables interaction with Linear's API for managing issues, teams, and projects …
|
B 74 5⁄5 | ||||||||
| 4961 |
frappe-api-mcp
Claim
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
|
B 74 5⁄4 | ||||||||
| 4962 |
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
|
B 74 5⁄4 | ||||||||
| 4963 |
Check if your accounts or passwords have been compromised in data breaches. Uti…
|
B 74 5⁄5 | ||||||||
| 4964 |
A composable middleware framework for building MCP server chains that enables t…
|
B 74 5⁄5 | ||||||||
| 4965 |
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
|
B 74 5⁄5 | ||||||||
| 4966 |
Read-only Model Context Protocol MCP server enabling code-driven AI analysis of…
|
B 74 5⁄4 | ||||||||
| 4967 |
Implementation of the Model Context Protocol for Unity Editor, allowing AI assi…
|
B 74 5⁄4 | ||||||||
| 4968 |
OpenAI GPT image generation/editing MCP server.
|
B 74 5⁄5 | ||||||||
| 4969 |
MCP server for AI-assisted PCB design with KiCad 9.x
|
B 74 5⁄4 | ||||||||
| 4970 |
MCP Server for SlimContext - AI chat history compression tools
|
B 74 5⁄4 | ||||||||
| 4971 |
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
|
B 74 5⁄5 | ||||||||
| 4972 |
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
|
B 74 5⁄5 | ||||||||
| 4973 |
Provides secure filesystem access for AI models through the Model Context Proto…
|
B 74 5⁄5 | ||||||||
| 4974 |
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
|
B 74 5⁄5 | ||||||||
| 4975 |
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
|
B 74 5⁄5 | ||||||||
| 4976 |
Markdown TOC MCP Server
Claim
Enables intelligent Markdown document analysis including extracting table of co…
|
B 74 5⁄4 | ||||||||
| 4977 |
🐞 MCP Node.js debugger
|
B 74 5⁄4 | ||||||||
| 4978 |
Enables AI assistants to create, manage, and analyze short URLs through complet…
|
B 74 5⁄5 | ||||||||
| 4979 |
This server enables users to store, manage, and summarize notes using a custom …
|
B 74 5⁄4 | ||||||||
| 4980 |
Search for Airbnb listings and get detailed information about accommodations. A…
|
B 74 5⁄4 | ||||||||
| 4981 |
A starter MCP server that provides a calculator tool for performing basic arith…
|
B 74 5⁄4 | ||||||||
| 4982 |
Enable interaction with Slack workspaces as a user.
|
B 74 5⁄5 | ||||||||
| 4983 |
azure-devops-mcp-server
Claim
Enables natural language interaction with Azure DevOps to manage work items, pr…
|
B 74 5⁄5 | ||||||||
| 4984 |
Civil3D MCP Server
Claim
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
|
B 74 5⁄4 | ||||||||
| 4985 |
mcp-gateway
Claim
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tool…
|
B 74 5⁄4 | ||||||||
| 4986 |
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
|
B 74 6⁄6 | ||||||||
| 4987 |
Enables interaction with Tiptap collaborative document services through compreh…
|
B 74 5⁄5 | ||||||||
| 4988 |
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
|
B 74 5⁄5 | ||||||||
| 4989 |
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
|
B 74 5⁄5 | ||||||||
| 4990 |
lastsaas
Claim
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, …
|
B 74 5⁄4 | ||||||||
| 4991 |
A Model Context Protocol server that enables LLMs to safely execute make target…
|
B 74 5⁄5 | ||||||||
| 4992 |
Enables intelligent RSS feed management and analysis through Inoreader integrat…
|
B 74 5⁄5 | ||||||||
| 4993 |
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
|
B 74 5⁄5 | ||||||||
| 4994 |
Allows AI assistants to connect to and control Minecraft players on remote serv…
|
B 74 5⁄5 | ||||||||
| 4995 |
A MCP server connecting to managed indexes on LlamaCloud
|
B 74 5⁄4 | ||||||||
| 4996 |
MCP and MCP SSE Server that automatically generate API based on database schema…
|
B 74 5⁄4 | ||||||||
| 4997 |
Provides CRUD tools for managing a database of Italian cities backed by Elastic…
|
B 74 5⁄5 | ||||||||
| 4998 |
QA Agent Pro
Claim
Enables AI assistants to perform automated web testing by controlling a Chrome …
|
B 74 5⁄5 | ||||||||
| 4999 |
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
|
B 74 5⁄4 | ||||||||
| 5000 |
Textin MCP Server
Claim
A server that enables OCR capabilities to recognize text from images, PDFs, and…
|
B 74 5⁄5 | ||||||||