MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4101
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
4102
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
4103
metcalfc
Atrax Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
B 75 55 96 55 37 78 97
4104
tokenizin-agency
MCP NPX Fetch Claim 2
A powerful MCP server for fetching and transforming web content into various fo…
B 75 54 84 52 N/A 45 90 100
4105
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
4106
MrGNSS
Desktop Commander MCP Claim 2
A server that lets Claude desktop app execute terminal commands on your compute…
B 75 55 94 82 N/A 43 87 53
4107
tspspi
MCP MQTT Server Claim
Enables LLM agents to interact with MQTT brokers through publish, subscribe, an…
B 75 55 72 68 53 81 98
4108
leonardsellem
MCP server that lets Codex delegate to isolated codex exec sub-agents, selectin…
B 75 55 84 82 N/A 63 95 44
4109
noahjohannessen
canvas-mcp Claim
Manage coursework across Canvas and Gradescope: find relevant resources, browse…
B 75 55 76 68 N/A 45 81 97
4110
BeckhamLabsLLC
Enables AI assistants to interact with native Linux desktop applications throug…
B 75 54 84 35 N/A 71 95 90
4111
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
4112
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4113
SynclyAI
GitLab MCP Server Claim
Enables AI-assisted code review and repository management for on-premise GitLab…
B 75 55 72 63 64 80 96
4114 B 75 54 72 66 N/A 54 92 90
4115
davehenke
rekordbox-mcp Claim 1
MCP server for rekordbox DJ database access. Provides read-only querying of tra…
B 75 55 53 82 N/A 46 95 99
4116
kukapay
Providing real-time access to Chainlink's decentralized on-chain price feeds.
B 75 55 88 58 43 80 99
4117
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
4118
truaxki
MCP Variance Log Claim 1
Agentic tool that looks for statistical variations in conversation structure an…
B 75 54 90 57 N/A 39 87 94
4119
CaullenOmdahl
Provides comprehensive documentation search for Next.js 15+ and Tailwind CSS 3+…
B 75 55 90 67 26 81 97
4120
boutquin
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, search…
B 75 54 76 36 N/A 79 90 99
4121
dumyCq
Time MCP Server Claim 1
Provides time and timezone functionality for LLMs, enabling them to get current…
B 75 54 78 68 N/A 23 94 97
4122
supadata-ai
mcp Claim
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
B 75 66 96 66 53 58 81 91
4123
UtakataKyosui
Enables management of GitHub pull request review threads through natural langua…
B 75 55 80 91 69 81 45
4124
haasonsaas
A Model Context Protocol (MCP) server that provides advanced code analysis and …
B 75 55 96 82 N/A 71 81 36
4125
Cam10001110101
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
B 75 55 84 58 54 76 97
4126
alexwohletz
TypeScript-based MCP server designed to enhance code editing experiences by pro…
B 75 54 78 58 N/A 46 95 93
4127
celeryhq
Simplified MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
B 75 55 77 68 59 81 87
4128
metehan777
Semrush MCP Server Claim
Provides AI assistants with access to Semrush SEO API functionality including d…
B 75 55 84 77 25 81 92
4129
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
4130
crewhaus
validation Claim 1
AI startup idea validation by a specialized 9-agent crew.
B 75 55 90 91 N/A 32 95 50
4131
sam2332
Generates customizable test/placeholder images as PNG files with specified dime…
B 75 54 78 72 N/A 32 90 94
4132
upascal
Enables searching for academic papers and preprints across multiple platforms i…
B 75 55 70 73 52 82 95
4133
smn2gnt
A Model Context Protocol server that enables LLMs to interact with Salesforce d…
B 75 55 71 62 76 76 96
4134
gr3enarr0w
Intelligently engineers and optimizes prompts for Claude Code with automatic la…
B 75 55 86 100 N/A 38 95 36
4135
ihor-sokoliuk
SearXNG Search Claim 1
MCP server for SearXNG — privacy-respecting web search with pagination, URL rea…
B 75 55 77 46 N/A 81 82 92
4136
IBM
chrishayuk/mcp-cli Claim
Yet another CLI tool for testing MCP servers.
B 75 54 84 31 N/A 69 94 100
4137
dotnetpower
infomesh Claim 1
Fully decentralized P2P web search engine for LLMs. Crawls, indexes, and search…
B 75 54 64 62 N/A 84 90 79
4138
rohitsingh-iitd
The Robinhood MCP Server provides a comprehensive interface to the Robinhood Cr…
B 75 54 94 42 N/A 44 87 99
4139
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4140
RomanEvstigneev
Get you WHOOP accessToken here: 👉 https://personal-integrations-462307.uc.r.a…
B 75 54 54 68 N/A 60 95 100
4141
kuroko1t
webclaw-mcp Claim
MCP browser agent that runs as a Chrome extension. Control your real Chrome bro…
B 75 54 90 25 N/A 78 95 89
4142
Ansvar-Systems
argentine-law-mcp Claim
Argentine legislation via MCP — full-text search across statutes and provisions
B 75 66 100 93 27 52 82 91
4143
Oluwatunmise-olat
mcp-server-logs-sieve Claim 1
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS…
B 75 55 67 68 77 78 89
4144
Payark-Inc
PayArk MCP Server Claim
Connects AI agents to Nepal's payment infrastructure through the PayArk API. It…
B 75 55 80 73 32 80 100
4145
tonywmnix
Integrates with Google Tasks to enable searching, listing, creating, updating, …
B 75 55 78 63 50 82 99
4146
Shoofio
An MCP server that integrates the Brave Search API to provide both web and loca…
B 75 55 79 71 45 80 95
4147
za2keep
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases through tools f…
B 75 55 78 62 54 82 96
4148
lcbro
LCBro Claim
A powerful MCP server for browser automation that supports both Playwright and …
B 75 55 84 68 37 81 94
4149
dpflucas
MySQL Database Access Claim 2
Access your MySQL databases securely and efficiently. List databases, tables, a…
B 75 55 79 55 N/A 62 80 98
4150
dstotijn
KNMI MCP Server Claim
Provides access to Dutch weather data (current conditions, forecasts, alerts, a…
B 75 54 72 65 N/A 38 95 97
Showing 4101–4150 of 30006 servers
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