MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4101 |
A MCP server built for developers enabling Git based project management with pr…
|
B 75 5⁄4 | ||||||||
| 4102 |
Enables Claude to interact with ServiceNow instances through comprehensive API …
|
B 75 5⁄5 | ||||||||
| 4103 |
A Model Context Protocol server for Sitecore
|
B 75 5⁄4 | ||||||||
| 4104 |
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
|
B 75 5⁄5 | ||||||||
| 4105 |
AI Agent Guardrails MCP server - security layer
|
B 75 5⁄4 | ||||||||
| 4106 |
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
|
B 75 5⁄5 | ||||||||
| 4107 |
Access 30+ bioinformatics tools from 14 databases.
|
B 75 5⁄5 | ||||||||
| 4108 |
MCP server for Qiskit quantum computing with circuit serialization utilities
|
B 75 5⁄4 | ||||||||
| 4109 |
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
|
B 75 5⁄5 | ||||||||
| 4110 |
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
|
B 75 5⁄5 | ||||||||
| 4111 |
AI startup idea validation by a specialized 9-agent crew.
|
B 75 5⁄5 | ||||||||
| 4112 |
Provides 14+ character-level text analysis tools that give LLMs the ability to …
|
B 75 5⁄5 | ||||||||
| 4113 |
An MCP server that serves informtaion from the official MCP registry
|
B 75 6⁄6 | ||||||||
| 4114 |
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
|
B 75 5⁄5 | ||||||||
| 4115 |
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
|
B 75 5⁄4 | ||||||||
| 4116 |
Enables sending transactional emails through GetMailer from AI assistants. Supp…
|
B 75 5⁄5 | ||||||||
| 4117 |
arxiv-mcp-server
Claim
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
|
B 75 5⁄5 | ||||||||
| 4118 |
A Model Context Protocol server that enables LLMs to perform web searches using…
|
B 75 5⁄5 | ||||||||
| 4119 |
MCP server for note.com: create, edit and retrieve posts.
|
B 75 6⁄6 | ||||||||
| 4120 |
A concurrent browser MCP server that supports multiple parallel browser instanc…
|
B 75 5⁄5 | ||||||||
| 4121 |
A Model Context Protocol server for macOS that enables AI assistants to play sy…
|
B 75 5⁄5 | ||||||||
| 4122 |
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
|
B 75 5⁄5 | ||||||||
| 4123 |
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
|
B 75 5⁄5 | ||||||||
| 4124 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol (MCP) servers …
|
B 75 5⁄5 | ||||||||
| 4125 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4126 |
SettlementWitness
Claim
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
|
B 75 6⁄6 | ||||||||
| 4127 |
Enables AI agents to execute C++ code, test solutions against multiple test cas…
|
B 75 5⁄5 | ||||||||
| 4128 |
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
|
B 75 5⁄4 | ||||||||
| 4129 |
Provides real-time debugging, code quality monitoring, and performance insights…
|
B 75 5⁄4 | ||||||||
| 4130 |
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
|
B 75 5⁄5 | ||||||||
| 4131 |
Provides AI assistants with real-time web search capabilities, intelligent data…
|
B 75 5⁄5 | ||||||||
| 4132 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4133 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||
| 4134 |
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
|
B 75 5⁄5 | ||||||||
| 4135 |
Enables Adobe Express add-on developers to scaffold projects, access code examp…
|
B 75 5⁄5 | ||||||||
| 4136 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 4137 |
An MCP server that enables the extraction of transcripts and detailed metadata …
|
B 75 5⁄5 | ||||||||
| 4138 |
The Architecture Review Agent is an open-source AI agent sample that reviews so…
|
B 75 5⁄4 | ||||||||
| 4139 |
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
|
B 75 5⁄5 | ||||||||
| 4140 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 4141 |
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
|
B 75 5⁄4 | ||||||||
| 4142 |
gospy
Claim
Non-Invasive goroutine inspector
|
B 75 5⁄5 | ||||||||
| 4143 |
An MCP server that integrates Claude with Todoist, enabling natural language ta…
|
B 75 5⁄5 | ||||||||
| 4144 |
|
B 75 5⁄4 | ||||||||
| 4145 |
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
|
B 75 5⁄5 | ||||||||
| 4146 |
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
|
B 75 5⁄5 | ||||||||
| 4147 |
Express MCP Server
Claim
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
|
B 75 6⁄6 | ||||||||
| 4148 |
A Model Context Protocol server that enables AI assistants to interact with Gma…
|
B 75 5⁄5 | ||||||||
| 4149 |
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
|
B 75 5⁄4 | ||||||||
| 4150 |
Enables AI assistants to manage BullMQ Redis-based job queues through natural l…
|
B 75 5⁄5 | ||||||||