MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23651 |
A dynamic proxy server that enables users to manage and access multiple MCP bac…
|
C 58 4⁄4 | ||||||||
| 23652 |
This server provides a convenient API for interacting with Azure DevOps service…
|
C 58 4⁄4 | ||||||||
| 23653 |
Enable seamless integration of language models with external data sources and t…
|
C 58 4⁄3 | ||||||||
| 23654 |
A Python server that integrates MCP with Notion to automate documentation workf…
|
C 58 4⁄3 | ||||||||
| 23655 |
Enables safe execution of system shell commands with real-time streaming output…
|
C 58 4⁄3 | ||||||||
| 23656 |
CbetaMCP
Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
|
C 58 4⁄4 | ||||||||
| 23657 |
Enables AI assistants to perform real-time internet searches and get AI-powered…
|
C 58 4⁄3 | ||||||||
| 23658 |
A lightweight MCP server that provides AI assistants with access to a system's …
|
C 58 3⁄3 | ||||||||
| 23659 |
Enables natural language access to Zerodha trading accounts for retrieving port…
|
C 58 3⁄3 | ||||||||
| 23660 |
getpay_mcp
Claim
|
C 58 3⁄3 | ||||||||
| 23661 |
An AI-Native OS Core that enables LLMs to autonomously monitor, control, and op…
|
C 58 4⁄3 | ||||||||
| 23662 |
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudW…
|
C 58 4⁄4 | ||||||||
| 23663 |
MCP server for Deloc — deploy static sites from AI coding agents.
Say "deploy …
|
C 58 3⁄3 | ||||||||
| 23664 |
Enables access to Google News articles through search by keywords, topics, geol…
|
C 58 4⁄4 | ||||||||
| 23665 |
Search, organize, and chat with your saved Twitter/X bookmarks from any AI agen…
|
C 58 4⁄4 | ||||||||
| 23666 |
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful ser…
|
C 58 4⁄3 | ||||||||
| 23667 |
MCP Weather Server
Claim
A standardized API server that enables AI agents and client applications to fet…
|
C 58 4⁄4 | ||||||||
| 23668 |
Z.ai2api
Claim
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式，支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能；Z.…
|
C 58 4⁄3 | ||||||||
| 23669 |
Enables querying Steam item prices, wear, and price history via the SteamDT API…
|
C 58 3⁄3 | ||||||||
| 23670 |
Brazilian Central Bank / Banco Central do Brasil (BCB) - SGS time series MCP: S…
|
C 58 4⁄3 | ||||||||
| 23671 |
Browser automation plugin for OpenCode AI editor - Control Chrome/Edge with AI,…
|
C 58 4⁄3 | ||||||||
| 23672 |
PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows o…
|
C 58 4⁄3 | ||||||||
| 23673 |
Enables browser automation through Playwright with persistent sessions and cook…
|
C 58 4⁄3 | ||||||||
| 23674 |
An MCP server that wraps NVM (Node Version Manager) to give Antigravity agents …
|
C 58 3⁄3 | ||||||||
| 23675 |
A MCP server for SailfishOS application development, creates new projects and a…
|
C 58 3⁄3 | ||||||||
| 23676 |
An MCP server that enables users to search for Publix products, find store loca…
|
C 58 4⁄4 | ||||||||
| 23677 |
Provides tools to get financial data (stock prices, company information) and ge…
|
C 58 4⁄4 | ||||||||
| 23678 |
mcp-secrets-plugin
Claim
Secure credential management for MCP servers leveraging system-native keychain …
|
C 58 4⁄3 | ||||||||
| 23679 |
V-Sekai-fire's Minizinc
Claim
Solve constraint programming problems with MiniZinc.
|
C 58 3⁄3 | ||||||||
| 23680 |
Enables AI-assisted analysis and optimization of Cloudflare D1 databases throug…
|
C 58 4⁄4 | ||||||||
| 23681 |
Enables comprehensive control of Android devices via ADB for Flutter developmen…
|
C 58 4⁄3 | ||||||||
| 23682 |
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
|
C 58 4⁄3 | ||||||||
| 23683 |
Remote MCP Server
Claim
A cloud-based custom MCP server using Azure Functions that enables saving and r…
|
C 58 4⁄4 | ||||||||
| 23684 |
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
|
C 58 4⁄4 | ||||||||
| 23685 |
Access all major Bitbucket Cloud features—repositories, pull requests, issues, …
|
C 58 4⁄4 | ||||||||
| 23686 |
File System MCP Server
Claim
Automates file system operations through natural language commands using a comb…
|
C 57 4⁄3 | ||||||||
| 23687 |
Enables external AI assistants to interact with Logseq graphs through 34 specia…
|
C 57 4⁄4 | ||||||||
| 23688 |
Enables maintaining consistent project documentation and progress logs across d…
|
C 57 4⁄3 | ||||||||
| 23689 |
Automatically discovers GraphQL APIs through introspection and generates table-…
|
C 57 4⁄4 | ||||||||
| 23690 |
MCP Hub
Claim
A unified AI and automation command center that allows users to interact with m…
|
C 57 4⁄4 | ||||||||
| 23691 |
Enables control and management of smart home devices across multiple rooms thro…
|
C 57 4⁄3 | ||||||||
| 23692 |
adk-python-mcp-client
Claim
Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client f…
|
C 57 4⁄3 | ||||||||
| 23693 |
MCP Orquestrador
Claim
Advanced task automation system that reads codebases, divides complex tasks int…
|
C 57 4⁄3 | ||||||||
| 23694 |
A Multi-Agent Conversation Protocol Server that interfaces with the Exa Search …
|
C 57 4⁄4 | ||||||||
| 23695 |
MCP-Penetration-testing
Claim
The ultimate OWASP MCP Top 10 security checklist and pentesting framework for M…
|
C 57 3⁄3 | ||||||||
| 23696 |
An auto-generated Multi-Agent Conversation Protocol Server for interacting with…
|
C 57 4⁄4 | ||||||||
| 23697 |
Job Listings MCP Server
Claim
A Python-based microservice that scrapes, deduplicates, and stores fresh job li…
|
C 57 4⁄3 | ||||||||
| 23698 |
A Multi-Agent Conversation Protocol server that provides access to the New York…
|
C 57 4⁄4 | ||||||||
| 23699 |
MCP server for Typst, a markup-based typesetting system. It provides tools for …
|
C 57 4⁄3 | ||||||||
| 23700 |
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text…
|
C 57 4⁄4 | ||||||||