MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23601 |
MCP, CLI, Skills for searching and downloading academic papers from multiple so…
|
C 58 4⁄4 | ||||||||
| 23602 |
A customer and product management MCP server using SQLite. It enables Claude De…
|
C 58 3⁄3 | ||||||||
| 23603 |
An MCP server for Hyprland desktop automation that allows AI assistants to see …
|
C 58 4⁄3 | ||||||||
| 23604 |
PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows o…
|
C 58 4⁄3 | ||||||||
| 23605 |
An MCP server that connects to the Resource Hub, allowing centralized configura…
|
C 58 4⁄4 | ||||||||
| 23606 |
A Python server that integrates MCP with Notion to automate documentation workf…
|
C 58 4⁄3 | ||||||||
| 23607 |
Enables searching and retrieving academic article metadata from PubMed through …
|
C 58 4⁄4 | ||||||||
| 23608 |
chatbot_Shopify
Claim
Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify vi…
|
C 58 4⁄3 | ||||||||
| 23609 |
CbetaMCP
Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
|
C 58 4⁄4 | ||||||||
| 23610 |
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudW…
|
C 58 4⁄4 | ||||||||
| 23611 |
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
|
C 58 4⁄3 | ||||||||
| 23612 |
mcp-mifosx-self-service
Claim
A self-service integration for user registration, authentication, account manag…
|
C 58 4⁄4 | ||||||||
| 23613 |
jadx-mcp-server
Claim
A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool
|
C 58 3⁄3 | ||||||||
| 23614 |
Enables LLM clients to interact with Interactive Brokers Trader Workstation for…
|
C 58 4⁄4 | ||||||||
| 23615 |
Enables querying Superlines AI visibility analytics data to track brand perform…
|
C 58 4⁄4 | ||||||||
| 23616 |
FastAPI MCP Application
Claim
A REST API built with FastAPI that exposes endpoints via Model Context Protocol…
|
C 58 4⁄4 | ||||||||
| 23617 |
Enables conversational 3D modeling by providing CAD-Query functionality to vali…
|
C 58 4⁄3 | ||||||||
| 23618 |
Enables LLMs to securely read, search, and analyze local file systems through t…
|
C 58 4⁄3 | ||||||||
| 23619 |
An MCP server that enables users to search the Aldi product catalog, find store…
|
C 58 4⁄4 | ||||||||
| 23620 |
A server that integrates Sleeper fantasy sports data with Goose AI through the …
|
C 58 4⁄4 | ||||||||
| 23621 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 58 4⁄3 | ||||||||
| 23622 |
An MCP server that converts Cursor agent plans into structured markdown task li…
|
C 58 3⁄3 | ||||||||
| 23623 |
FocusRelayMCP
Claim
Talk to your OmniFocus tasks. An OmniFocus MCP server that lets AI assistants q…
|
C 58 4⁄3 | ||||||||
| 23624 |
Enables loading and serving markdown files as prompts from local folders or Git…
|
C 58 4⁄4 | ||||||||
| 23625 |
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
|
C 58 4⁄4 | ||||||||
| 23626 |
A Model Context Protocol server implementation built with FastAPI that enables …
|
C 58 4⁄3 | ||||||||
| 23627 |
MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) …
|
C 58 4⁄3 | ||||||||
| 23628 |
Enables AI assistants to deploy and manage applications, databases, object stor…
|
C 58 4⁄4 | ||||||||
| 23629 |
|
C 58 3⁄3 | ||||||||
| 23630 |
A lightweight MCP server that provides AI assistants with access to a system's …
|
C 58 3⁄3 | ||||||||
| 23631 |
Enables browser automation by managing Selenium Grid browser instances (Chrome,…
|
C 58 4⁄4 | ||||||||
| 23632 |
Gurobi MCP
Claim
Enables AI applications to solve optimization problems including linear program…
|
C 58 4⁄3 | ||||||||
| 23633 |
This MCP server enables interaction with Google's Verified Access API, allowing…
|
C 58 4⁄3 | ||||||||
| 23634 |
MCP server for the Stream.estate French real estate API. Search properties, get…
|
C 58 3⁄3 | ||||||||
| 23635 |
JMX-MCP
Claim
A powerful Model Context Protocol (MCP) server that enables AI assistants like …
|
C 58 4⁄3 | ||||||||
| 23636 |
AkShare MCP Server
Claim
Provides access to historical financial data for US, Hong Kong, and A-share mar…
|
C 58 4⁄4 | ||||||||
| 23637 |
MCP File Server
Claim
Provides secure, sandboxed filesystem operations including reading, writing, li…
|
C 58 4⁄3 | ||||||||
| 23638 |
ScreenPilot
Claim
enables AI to fully control and access GUI interactions by providing tools for …
|
C 58 4⁄3 | ||||||||
| 23639 |
A framework that provides search, fetch, and do primitives to enable AI agents …
|
C 58 4⁄4 | ||||||||
| 23640 |
CTS MCP Server
Claim
Automates Close-to-Shore methodology for Godot game development by creating tas…
|
C 58 4⁄4 | ||||||||
| 23641 |
Ever wonder what our (US) Congress is up to? Fed up with the news? Ask Congress…
|
C 58 4⁄4 | ||||||||
| 23642 |
Visual Desktop Bridge - Give any AI full control over Windows to automate apps …
|
C 58 4⁄3 | ||||||||
| 23643 | C 58 4⁄3 | |||||||||
| 23644 |
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, …
|
C 58 4⁄4 | ||||||||
| 23645 |
Provides AI assistants with direct access to ServiceTitan's field service manag…
|
C 58 4⁄4 | ||||||||
| 23646 |
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful ser…
|
C 58 4⁄3 | ||||||||
| 23647 |
chm-converter
Claim
chm to markdown and vectorDB
|
C 58 4⁄3 | ||||||||
| 23648 |
mcp-secrets-plugin
Claim
Secure credential management for MCP servers leveraging system-native keychain …
|
C 58 4⁄3 | ||||||||
| 23649 |
Analyzes codebases to generate dependency graphs and architectural insights acr…
|
C 58 3⁄3 | ||||||||
| 23650 |
An MCP server that enables AI agents to ask users clarifying questions via pop-…
|
C 58 3⁄3 | ||||||||
