MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4701 |
Enables AI agents to connect to and control a Virtual Private Server via SSH. I…
|
B 74 5⁄5 | ||||||||
| 4702 |
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
|
B 74 5⁄4 | ||||||||
| 4703 |
Minecraft MCP Server
Claim
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
|
B 74 5⁄4 | ||||||||
| 4704 |
Enables comprehensive software lifecycle management with structured tracking of…
|
B 74 5⁄4 | ||||||||
| 4705 |
MCP server exposing Umami analytics (Cloud + self-hosted)
|
B 74 5⁄4 | ||||||||
| 4706 |
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
|
B 74 5⁄5 | ||||||||
| 4707 |
Allows Claude and other AI assistants to interact with Docker through the MCP p…
|
B 74 5⁄4 | ||||||||
| 4708 |
An MCP server allowing Clients to interact with Xero Accounting Software
|
B 74 5⁄4 | ||||||||
| 4709 |
Qdrant MCP Server
Claim
Enables semantic code search across codebases using Qdrant vector database and …
|
B 74 5⁄5 | ||||||||
| 4710 |
Play interactive chess games through conversation with move validation, Stockfi…
|
B 74 5⁄4 | ||||||||
| 4711 |
Enables searching, retrieving, and managing files in Google Drive using a servi…
|
B 74 5⁄5 | ||||||||
| 4712 |
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
|
B 74 5⁄5 | ||||||||
| 4713 |
ThinkMem is an MCP server for memory management of large language models, offer…
|
B 74 5⁄5 | ||||||||
| 4714 |
A line-oriented text file editor. Optimized for LLM tools with efficient partia…
|
B 74 5⁄4 | ||||||||
| 4715 |
MCP server that enables AI agents to perform comprehensive web audits using Goo…
|
B 74 5⁄5 | ||||||||
| 4716 |
Provides AI assistants with comprehensive access to Islamic resources including…
|
B 74 5⁄5 | ||||||||
| 4717 |
A simple task management server that enables users to add, list, complete, and …
|
B 74 5⁄5 | ||||||||
| 4718 |
soulshack
Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
|
B 74 5⁄4 | ||||||||
| 4719 |
An MCP server that provides tools for intelligently querying, analyzing, and re…
|
B 74 6⁄6 | ||||||||
| 4720 |
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
|
B 74 5⁄5 | ||||||||
| 4721 |
Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calend…
|
B 74 5⁄5 | ||||||||
| 4722 |
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
|
B 74 5⁄5 | ||||||||
| 4723 |
Docker MCP Server
Claim
Enables natural language management of Docker containers, images, networks, and…
|
B 74 5⁄5 | ||||||||
| 4724 |
Google Photos MCP Server
Claim
Enables AI assistants to search, browse, and retrieve metadata and images from …
|
B 74 5⁄5 | ||||||||
| 4725 |
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
|
B 74 5⁄4 | ||||||||
| 4726 |
Exposes the codetoprompt library to LLM agents for generating comprehensive pro…
|
B 74 5⁄4 | ||||||||
| 4727 |
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
|
B 74 5⁄5 | ||||||||
| 4728 |
MCP server for querying Polymarket prediction market data via The Graph subgrap…
|
B 74 5⁄4 | ||||||||
| 4729 |
frappe-api-mcp
Claim
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
|
B 74 5⁄4 | ||||||||
| 4730 |
A Node.js implementation of the Kagi Model Context Protocol server that enables…
|
B 74 5⁄5 | ||||||||
| 4731 |
Convert LaTeX math expressions to crisp, scalable SVG images
|
B 74 5⁄5 | ||||||||
| 4732 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol servers with m…
|
B 74 5⁄5 | ||||||||
| 4733 |
A server implementation that allows AI assistants to read, create, and manipula…
|
B 74 5⁄4 | ||||||||
| 4734 |
A Node In Layers package that simplifies creation of MCP (Model-Control-Protoco…
|
B 74 5⁄5 | ||||||||
| 4735 |
Provides AI assistants with comprehensive access to Motion.dev animation librar…
|
B 74 5⁄5 | ||||||||
| 4736 |
Enables retrieval of README files, package information, and metadata from Cocoa…
|
B 74 5⁄5 | ||||||||
| 4737 |
Enables AI assistants to manage Dokploy deployments, including creating and dep…
|
B 74 5⁄5 | ||||||||
| 4738 |
Civil3D MCP Server
Claim
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
|
B 74 5⁄4 | ||||||||
| 4739 |
espn-mcp
Claim
|
B 74 5⁄4 | ||||||||
| 4740 |
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
|
B 74 5⁄4 | ||||||||
| 4741 |
An MCP server that enables AI assistants to create and manage persistent SQLite…
|
B 74 5⁄4 | ||||||||
| 4742 |
The server can be utilized for secure development by listing all packages' CVEs…
|
B 74 5⁄5 | ||||||||
| 4743 |
A Model Context Protocol server that enables AI coding assistants like Claude C…
|
B 74 5⁄4 | ||||||||
| 4744 |
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
|
B 74 5⁄5 | ||||||||
| 4745 |
A PTY-based MCP server providing persistent, interactive shell sessions with st…
|
B 74 5⁄5 | ||||||||
| 4746 |
Connect your AI assistant to PomoDash for seamless task and project management
|
B 74 5⁄5 | ||||||||
| 4747 |
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
|
B 74 5⁄5 | ||||||||
| 4748 |
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
|
B 74 5⁄4 | ||||||||
| 4749 |
Get Confluence data via CQL and read pages.
|
B 74 5⁄5 | ||||||||
| 4750 |
Enables AI agents to search through Memex conversation history and local projec…
|
B 74 5⁄4 | ||||||||