MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11101 |
MyAIGist MCP
Claim
A local document intelligence and knowledge management server for Claude Deskto…
|
C 64 5⁄4 | ||||||||
| 11102 |
A server enabling programmatic control over Android devices through ADB, provid…
|
C 64 5⁄4 | ||||||||
| 11103 |
mcp-community
Claim
Easily run, deploy, and connect to MCP servers
|
C 64 5⁄4 | ||||||||
| 11104 |
A collection of lightweight servers that expose weather and financial capabilit…
|
C 64 5⁄4 | ||||||||
| 11105 |
Provides tools for AI agents to interact with the Orange Juice Online Judge API…
|
C 64 5⁄5 | ||||||||
| 11106 |
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
|
C 64 5⁄5 | ||||||||
| 11107 |
PaperMCP
Claim
An academic paper retrieval server that enables AI assistants to search and fil…
|
C 64 5⁄5 | ||||||||
| 11108 |
Enables 3D visualization capabilities through PyVista integration, allowing use…
|
C 64 5⁄4 | ||||||||
| 11109 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 64 5⁄4 | ||||||||
| 11110 |
A simple temporary MCP server for RAGFlow that bridges the gap until an officia…
|
C 64 5⁄4 | ||||||||
| 11111 |
Kali Pentest MCP Server
Claim
Provides secure access to penetration testing tools from Kali Linux including n…
|
C 64 5⁄4 | ||||||||
| 11112 |
An MCP server that converts LaTeX into high-quality PDF documents. It provides …
|
C 64 5⁄4 | ||||||||
| 11113 |
An MCP server for the Talon accessibility framework that surfaces logs, configu…
|
C 64 5⁄4 | ||||||||
| 11114 |
A framework that enables websites to share tools, resources, and prompts with c…
|
C 64 6⁄6 | ||||||||
| 11115 |
Enables AI assistants to search and access arXiv papers through a Model Context…
|
C 64 5⁄5 | ||||||||
| 11116 |
Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestation…
|
C 64 5⁄5 | ||||||||
| 11117 |
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, …
|
C 64 4⁄4 | ||||||||
| 11118 |
Enables AI assistants to track global food prices, search products by barcode o…
|
C 64 5⁄5 | ||||||||
| 11119 |
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
|
C 64 5⁄4 | ||||||||
| 11120 |
Enables interaction with MGnify metagenomics resources and tools through the Mo…
|
C 64 5⁄5 | ||||||||
| 11121 |
Zaifer-MCP
Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
|
C 64 5⁄5 | ||||||||
| 11122 |
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
|
C 64 5⁄4 | ||||||||
| 11123 |
Enterprise-grade authentication solution that provides secure credential manage…
|
C 64 5⁄5 | ||||||||
| 11124 |
A FastMCP-based server that enables programmatic LinkedIn automation and data e…
|
C 64 5⁄4 | ||||||||
| 11125 |
Enables AI assistants to interact with the Tripo3D AI API to generate 3D models…
|
C 64 5⁄5 | ||||||||
| 11126 |
A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents …
|
C 64 5⁄5 | ||||||||
| 11127 |
A Model Context Protocol server that enables token-aware directory exploration …
|
C 64 5⁄4 | ||||||||
| 11128 |
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
|
C 64 5⁄5 | ||||||||
| 11129 |
A server that allows AI assistants to access and retrieve Linear ticket data th…
|
C 64 5⁄5 | ||||||||
| 11130 |
Unified Docs Hub
Claim
Provides AI assistants with searchable access to documentation from 170+ curate…
|
C 64 5⁄5 | ||||||||
| 11131 |
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
|
C 64 5⁄5 | ||||||||
| 11132 |
Enables complete user management for Clerk authentication service through MCP. …
|
C 64 5⁄5 | ||||||||
| 11133 |
Connects Claude AI to Ableton Live through the Model Context Protocol, enabling…
|
C 64 5⁄5 | ||||||||
| 11134 |
MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrappe…
|
C 64 5⁄5 | ||||||||
| 11135 |
Providing real-time gas price predictions across multiple blockchains, powered …
|
C 64 5⁄5 | ||||||||
| 11136 |
Enables access to Usage and Billing APIs for managing accounts, products, meter…
|
C 64 5⁄5 | ||||||||
| 11137 |
Enables interaction with the Monad testnet to check balances, examine transacti…
|
C 64 5⁄5 | ||||||||
| 11138 |
A Model Context Protocol server for Kubernetes that provides full resource cove…
|
C 64 5⁄5 | ||||||||
| 11139 |
Enables text-based control of Android devices through Claude Code using accessi…
|
C 64 5⁄4 | ||||||||
| 11140 |
DevHub CMS LLM integration through the Model Context Protocol
|
C 64 5⁄5 | ||||||||
| 11141 |
An MCP tool that provides real-time weather data, forecasts, and historical wea…
|
C 64 5⁄5 | ||||||||
| 11142 |
Provides weather forecast and alert information for US locations using the Nati…
|
C 64 5⁄5 | ||||||||
| 11143 |
Enables interaction with decentralized exchanges on the SEI blockchain through …
|
C 64 5⁄5 | ||||||||
| 11144 |
A template for deploying a Model Context Protocol server to Cloudflare Workers …
|
C 64 5⁄5 | ||||||||
| 11145 |
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
|
C 64 5⁄5 | ||||||||
| 11146 |
A server that enables programmatic interaction with an already running Abaqus/C…
|
C 64 5⁄4 | ||||||||
| 11147 |
Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search…
|
C 64 5⁄5 | ||||||||
| 11148 |
Organize Claude Code memories, skills, MCP servers, and hooks via drag-and-drop…
|
C 64 5⁄4 | ||||||||
| 11149 |
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
|
C 64 5⁄5 | ||||||||
| 11150 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 64 5⁄5 | ||||||||