MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5851 |
Enables interaction with Google Drive files and Google Sheets through search, r…
|
B 72 5⁄5 | ||||||||
| 5852 |
A Model Context Protocol server that enables AI models to send emails via simpl…
|
B 72 5⁄5 | ||||||||
| 5853 |
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
|
B 72 5⁄5 | ||||||||
| 5854 |
openapi-mcp
Claim
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API wit…
|
B 72 5⁄5 | ||||||||
| 5855 |
An MCP server that enables web search capabilities by integrating with a SearXN…
|
B 72 5⁄4 | ||||||||
| 5856 |
mcp-chain-of-thought
|
B 72 5⁄5 | ||||||||
| 5857 |
A Model Context Protocol server that enables AI assistants to interact directly…
|
B 72 5⁄4 | ||||||||
| 5858 |
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
|
B 72 5⁄5 | ||||||||
| 5859 |
Trace MCP
Claim
Detects schema mismatches between data producers and consumers through static a…
|
B 72 5⁄5 | ||||||||
| 5860 |
Unla
Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
|
B 72 5⁄4 | ||||||||
| 5861 |
Enables browser automation through Anchor Browser's cloud infrastructure with b…
|
B 72 5⁄5 | ||||||||
| 5862 |
Automate your local Chrome browser
|
B 72 5⁄5 | ||||||||
| 5863 |
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
|
B 72 5⁄5 | ||||||||
| 5864 |
A Model Context Protocol (MCP) server that enables AI assistants to download fi…
|
B 72 5⁄5 | ||||||||
| 5865 |
A local RAG server that enables document indexing and sentence window retrieval…
|
B 72 5⁄5 | ||||||||
| 5866 |
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
|
B 72 5⁄4 | ||||||||
| 5867 |
Rabi MCP Server
Claim
Provides 5 quantum physics simulation tools for AMO (Atomic, Molecular and Opti…
|
B 72 5⁄5 | ||||||||
| 5868 |
Silicon Friendly
Claim
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
|
B 72 6⁄6 | ||||||||
| 5869 |
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
|
B 72 5⁄4 | ||||||||
| 5870 |
Enables LLMs to interact with a CRM system through natural language to manage e…
|
B 72 5⁄5 | ||||||||
| 5871 |
This open-source curriculum introduces the fundamentals of Model Context Protoc…
|
B 72 5⁄4 | ||||||||
| 5872 |
Enables interaction with PostgreSQL databases through a production-ready MCP se…
|
B 72 5⁄5 | ||||||||
| 5873 |
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
|
B 72 5⁄5 | ||||||||
| 5874 |
xiaohongshu-mcp
Claim
|
B 72 5⁄4 | ||||||||
| 5875 |
A MCP server enabling LLMs to roll dice
|
B 72 5⁄4 | ||||||||
| 5876 |
An implementation for managing Neo4j graph database operations through the Mode…
|
B 72 5⁄5 | ||||||||
| 5877 |
Enables interaction with the John Deere Operations Center to browse organizatio…
|
B 72 5⁄4 | ||||||||
| 5878 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 72 5⁄5 | ||||||||
| 5879 |
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
|
B 72 5⁄5 | ||||||||
| 5880 |
Look up, search, cite, and contribute to Phenomenai — a living glossary of AI p…
|
B 72 5⁄4 | ||||||||
| 5881 |
Enables sending WhatsApp Business messages including text, media, interactive l…
|
B 72 5⁄5 | ||||||||
| 5882 |
MCP-ArcKnowledge
Claim
With this you can you can easily manage and query your list of knowledge base(w…
|
B 72 5⁄4 | ||||||||
| 5883 |
MCPGame
Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
|
B 72 5⁄5 | ||||||||
| 5884 |
An MCP server for Scout Monitoring data interactions.
|
B 72 5⁄4 | ||||||||
| 5885 |
Enables deep integration with Google Workspace for AI assistants, allowing for …
|
B 72 5⁄5 | ||||||||
| 5886 |
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
|
B 72 5⁄5 | ||||||||
| 5887 |
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
|
B 72 5⁄5 | ||||||||
| 5888 |
Provides real-time weather data from Open-Meteo API, mathematical calculations,…
|
B 72 5⁄5 | ||||||||
| 5889 |
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
|
B 72 5⁄5 | ||||||||
| 5890 |
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
|
B 72 5⁄5 | ||||||||
| 5891 |
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
|
B 72 5⁄4 | ||||||||
| 5892 |
A Bilibili MCP Server that can retrieve subtitles, danmaku (bullet comments), a…
|
B 72 5⁄4 | ||||||||
| 5893 |
Provides real-time weather data and forecasts for locations worldwide using the…
|
B 72 5⁄5 | ||||||||
| 5894 |
expose clis over model context protocol
|
B 72 5⁄4 | ||||||||
| 5895 |
A Model Context Protocol server that enables interaction with Salesforce throug…
|
B 72 5⁄5 | ||||||||
| 5896 |
A context provider that serves as an AI version of Chris's programming knowledg…
|
B 72 5⁄5 | ||||||||
| 5897 |
A headless Ghidra server that enables AI agents to perform deep reverse-enginee…
|
B 72 5⁄5 | ||||||||
| 5898 |
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…
|
B 72 5⁄5 | ||||||||
| 5899 |
MCP server that provide tools to LLMs such as claude in cursor to interact with…
|
B 72 5⁄5 | ||||||||
| 5900 |
youtube-mcp-server
Claim
Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖
|
B 72 5⁄4 | ||||||||