MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35951 |
Enables AI assistants to manage Azure AI Search services, including indexes, do…
|
— | ||||||||
| 35952 |
Japanese holiday and business-day calculations using official Japan Cabinet Off…
|
— | ||||||||
| 35953 |
blpapi-mcp
Claim
Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Termi…
|
— | ||||||||
| 35954 |
foxess-mcp-server
Claim
A powerful MCP server that enables AI assistants like Claude to access, analyze…
|
— | ||||||||
| 35955 |
AI Repo Adventures MCP
Claim
Transforms code repositories into interactive, themed adventures for exploratio…
|
— | ||||||||
| 35956 |
apple-books-mcp
Claim
Enables AI clients to read and write local Apple Books library, collections, an…
|
— | ||||||||
| 35957 |
pointcloud-mcp
Claim
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
|
— | ||||||||
| 35958 |
things3-mcp-server
Claim
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
|
— | ||||||||
| 35959 |
ppa-mcp
Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
|
— | ||||||||
| 35960 |
network-mcp-server
Claim
MCP server for network operations that lets AI assistants interact with Cisco/J…
|
— | ||||||||
| 35961 |
mcp-uof
Claim
Wraps UOF (U-Office Force) SOAP/ASMX WebServices as MCP tools, enabling AI agen…
|
— | ||||||||
| 35962 |
Enables scanning IP addresses for vulnerabilities using Nmap and API-based chec…
|
— | ||||||||
| 35963 |
Enables AI assistants to discover, evaluate, and execute DeFi yield strategies …
|
— | ||||||||
| 35964 |
Reverie
Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
|
— | ||||||||
| 35965 |
Dynamic MCP Server
Claim
Enables crash dump analysis and kernel debugging by integrating the real crash …
|
— | ||||||||
| 35966 |
mitmproxy-mcp
Claim
Transforms mitmproxy into a toolset for AI agents to inspect, modify, and repla…
|
— | ||||||||
| 35967 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
|
— | ||||||||
| 35968 |
k8s-mcp-server
Claim
An MCP server that provides complete Kubernetes API operations, enabling cluste…
|
— | ||||||||
| 35969 |
apiclaw-api-server
Claim
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
|
— | ||||||||
| 35970 |
skillsindex
Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
|
— | ||||||||
| 35971 |
Yanyue MCP
Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
|
— | ||||||||
| 35972 |
PDBe MCP Servers
Claim
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
|
— | ||||||||
| 35973 |
lemmebuyit-mcp
Claim
Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
|
— | ||||||||
| 35974 |
safehold
Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
|
— | ||||||||
| 35975 |
MCP SQL Server
Claim
Enables AI assistants to interact with SQL Server databases through tools for c…
|
— | ||||||||
| 35976 |
Okta MCP Server
Claim
Enables Claude to manage Okta organizations, including users, groups, and appli…
|
— | ||||||||
| 35977 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
|
— | ||||||||
| 35978 |
email-mcp
Claim
Enables Claude to read, search, draft, send, flag, and move email across multip…
|
— | ||||||||
| 35979 |
Context Hub MCP Server
Claim
A minimal MCP server with sample tools, resources, and prompts, plus an aggrega…
|
— | ||||||||
| 35980 |
docstar-mcp
Claim
Automates documentation updates by analyzing git changes and using an LLM to ge…
|
— | ||||||||
| 35981 |
notes-mcp
Claim
A simple MCP server for chatbot/human collaborative management of text content …
|
— | ||||||||
| 35982 |
browser-relay-mcp
Claim
Unlimited, session-authenticated web search and fetch for AI tools using your o…
|
— | ||||||||
| 35983 |
personal-mcp
Claim
MCP server that bridges coding agents (Claude Code, Codex, Gemini CLI) via ACP …
|
— | ||||||||
| 35984 |
Odybook MCP Server
Claim
Enables AI assistants to search tours, check availability, and manage bookings …
|
— | ||||||||
| 35985 |
bricks-mcp
Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
|
— | ||||||||
| 35986 |
qaLabMcp
Claim
A local MCP server providing 7 QA testing tools for client validation, test cas…
|
— | ||||||||
| 35987 |
code-context-mcp
Claim
MCP server for semantic code search and dependency graph analysis. Indexes code…
|
— | ||||||||
| 35988 |
Ultra Debugger
Claim
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
|
— | ||||||||
| 35989 |
Visionaire Engine
Claim
Eyes for AI coding agents: deterministic MCP server that tells the LLM which CS…
|
— | ||||||||
| 35990 |
Combines Band AI platform control with ShortcutSistem digital marketing tools f…
|
— | ||||||||
| 35991 |
Mistral MCP Server
Claim
Enables AI assistants to interact with the full Mistral AI API, including chat …
|
— | ||||||||
| 35992 |
mcp-weather-server
Claim
Enables Claude to access real-time weather data and alerts, including forecasts…
|
— | ||||||||
| 35993 |
M365 Calendar MCP Server
Claim
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
|
— | ||||||||
| 35994 |
Wraps HyperFrames CLI as MCP tools, enabling AI agents to create, preview, and …
|
— | ||||||||
| 35995 |
linkedin-mcp-server
Claim
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
|
— | ||||||||
| 35996 |
vercel-mcp-server
Claim
Provides a Model Context Protocol server to integrate Vercel API for managing p…
|
— | ||||||||
| 35997 |
kigyounai-hoiku-mcp
Claim
Provides access to Japanese corporate-led childcare regulations, laws, guidelin…
|
— | ||||||||
| 35998 |
MCP server for clinical charting with Claude (codename: Ratchet) - Enables Clau…
|
— | ||||||||
| 35999 |
comfyui-mcp
Claim
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, ma…
|
— | ||||||||
| 36000 |
Micu Image MCP
Claim
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
|
— | ||||||||