MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4101
neverinfamous
A MCP server built for developers enabling Git based project management with pr…
B 75 54 88 22 86 95 91
4102
JLKmach
Enables Claude to interact with ServiceNow instances through comprehensive API …
B 75 55 84 62 49 81 93
4103
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
4104
jeffgolden
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
B 75 55 80 72 47 78 93
4105
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
4106
airy10
GEDCOM MCP Server Claim
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
B 75 55 84 56 59 81 91
4107
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 55 92 91 N/A 48 90 39
4108
Qiskit
Qiskit MCP Server Claim 1
MCP server for Qiskit quantum computing with circuit serialization utilities
B 75 54 69 43 N/A 77 95 99
4109
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 55 54 70 68 95 91
4110
port-labs
Port MCP Server Claim 1
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
B 75 55 63 72 71 82 88
4111
crewhaus
validation Claim 1
AI startup idea validation by a specialized 9-agent crew.
B 75 55 90 91 N/A 32 95 50
4112
Aaryan-Kapoor
MCP Character Tools Claim 1
Provides 14+ character-level text analysis tools that give LLMs the ability to …
B 75 55 78 56 59 84 95
4113
jaw9c
registry-mcp Claim 1
An MCP server that serves informtaion from the official MCP registry
B 75 66 63 86 96 21 81 90
4114
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
4115
WilliamLebrato
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
B 75 54 78 68 N/A 22 95 98
4116
getplatform
Enables sending transactional emails through GetMailer from AI assistants. Supp…
B 75 55 90 66 30 81 96
4117
1Dark134
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
B 75 55 80 62 N/A 50 80 100
4118
limklister
A Model Context Protocol server that enables LLMs to perform web searches using…
B 75 55 73 65 49 83 100
4119
GitHub30
note-mcp-server Claim 1
MCP server for note.com: create, edit and retrieve posts.
B 75 66 73 76 90 36 74 88
4120
sailaoda
A concurrent browser MCP server that supports multiple parallel browser instanc…
B 75 55 90 100 N/A 30 95 41
4121
nocoo
MCP Make Sound Claim 2
A Model Context Protocol server for macOS that enables AI assistants to play sy…
B 75 55 75 100 N/A 43 95 50
4122
littlebearapps
outlook-assistant Claim
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
B 75 55 71 83 62 83 73
4123
divyeshradadiya
Serpex MCP Claim
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
B 75 55 78 68 49 81 96
4124
moonlitknight
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 75 55 80 58 45 84 100
4125
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
4126
nutstrut
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
B 75 66 86 66 98 50 81 59
4127
ayushtiwari110
Enables AI agents to execute C++ code, test solutions against multiple test cas…
B 75 55 84 72 27 80 97
4128
zinja-coder
apktool-mcp-server Claim
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
B 75 54 72 45 N/A 72 92 97
4129
Phoenixrr2113
Debugger MCP Server Claim 1
Provides real-time debugging, code quality monitoring, and performance insights…
B 75 54 94 61 N/A 28 90 89
4130
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4131
Jeetanshu18
Tavily MCP Server Claim
Provides AI assistants with real-time web search capabilities, intelligent data…
B 75 55 84 70 43 81 90
4132
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
4133
Sivan22
Provides access to Jewish texts from the Sefaria library. This server enables L…
B 75 55 96 56 42 81 92
4134
nanameru
Next.js Docs MCP Claim
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
B 75 55 78 83 26 81 95
4135
EnventDigital
Enables Adobe Express add-on developers to scaffold projects, access code examp…
B 75 55 90 61 35 81 99
4136
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4137
kzmshx
youtube-mcp Claim 1
An MCP server that enables the extraction of transcripts and detailed metadata …
B 75 55 51 82 73 81 91
4138
Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews so…
B 75 54 76 61 N/A 52 90 90
4139
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
4140
danielenricocahall
Lorcana MCP Claim 1
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
B 75 44 53 N/A N/A 55 95 96
4141
sharansahu
MCP SQL Agent Claim
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
B 75 54 82 57 N/A 36 95 98
4142
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4143
abhiz123
Todoist MCP Server Claim 2
An MCP server that integrates Claude with Todoist, enabling natural language ta…
B 75 55 79 67 45 80 97
4144
1282saa
bk_mcp Claim 1
B 75 54 78 67 N/A 39 92 90
4145
FantomaSkaRus1
telegram-bot-mcp Claim
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
B 75 55 84 82 49 81 71
4146
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
4147
ZASRD
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
B 75 66 78 75 85 21 81 96
4148
zacco16
Gmail MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Gma…
B 75 55 81 72 37 81 93
4149
Combjellyshen
zotero-bridge Claim 2
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
B 75 54 75 63 N/A 54 88 89
4150
adamhancock
BullMQ MCP Server Claim
Enables AI assistants to manage BullMQ Redis-based job queues through natural l…
B 75 55 84 56 54 81 97
Showing 4101–4150 of 66415 servers
« Prev 1 81 82 83 84 85 1329 Next »