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
4151
sadjad-chrono
MCP Learning Claim
A learning-focused MCP server that demonstrates how to build arithmetic tools f…
B 75 54 74 58 N/A 44 95 100
4152
beverage
Integrates the levelang.app translation API with AI assistants to provide trans…
B 75 55 60 82 56 83 92
4153
brockwebb
Enables natural language queries of U.S. Census Bureau data, translating plain …
B 75 55 90 71 30 84 87
4154
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
4155
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4156
leonardsellem
MCP server that lets Codex delegate to isolated codex exec sub-agents, selectin…
B 75 55 84 82 N/A 63 95 44
4157
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
4158
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
4159
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
4160 B 75 54 72 66 N/A 54 92 90
4161
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
4162
kukapay
Providing real-time access to Chainlink's decentralized on-chain price feeds.
B 75 55 88 58 43 80 99
4163
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 55 78 100 N/A 42 95 45
4164
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
4165
smn2gnt
A Model Context Protocol server that enables LLMs to interact with Salesforce d…
B 75 55 71 62 76 76 96
4166
UtakataKyosui
Enables management of GitHub pull request review threads through natural langua…
B 75 55 80 91 69 81 45
4167
Shoofio
An MCP server that integrates the Brave Search API to provide both web and loca…
B 75 55 79 71 45 80 95
4168
Aguantar
vibescan-mcp-server Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 44 57 N/A N/A 47 95 97
4169
markswendsen-code
GoodRx MCP Server Claim
Enables AI assistants to search for real-time prescription drug prices, find lo…
B 75 54 90 60 N/A 35 89 90
4170
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
4171
upascal
Enables searching for academic papers and preprints across multiple platforms i…
B 75 55 70 73 52 82 95
4172
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
4173
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
4174
lennyzeltser
Turns any static website into an MCP-searchable knowledge base by deploying a C…
B 75 55 76 63 54 81 99
4175
CaullenOmdahl
Provides comprehensive documentation search for Next.js 15+ and Tailwind CSS 3+…
B 75 55 90 67 26 81 97
4176
alexwohletz
TypeScript-based MCP server designed to enhance code editing experiences by pro…
B 75 54 78 58 N/A 46 95 93
4177
Cam10001110101
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
B 75 55 84 58 54 76 97
4178
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
4179
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
4180
EmreKb
Enables AI assistants to perform real-time domain name availability checks and …
B 75 55 96 65 21 81 94
4181
tonywmnix
Integrates with Google Tasks to enable searching, listing, creating, updating, …
B 75 55 78 63 50 82 99
4182
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
4183
IBM
chrishayuk/mcp-cli Claim
Yet another CLI tool for testing MCP servers.
B 75 54 84 31 N/A 69 94 100
4184
Positronic-AI
MCP Dynamic Tools Claim
A dynamic MCP server that automatically discovers Python files in a directory a…
B 75 54 84 58 N/A 37 95 90
4185
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
4186
sam2332
Generates customizable test/placeholder images as PNG files with specified dime…
B 75 54 78 72 N/A 32 90 94
4187
boutquin
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, search…
B 75 54 76 36 N/A 79 90 99
4188
Yuchen20
Memory-Plus Claim
🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily r…
B 75 54 76 55 N/A 55 95 90
4189
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4190
rohitsingh-iitd
The Robinhood MCP Server provides a comprehensive interface to the Robinhood Cr…
B 75 54 94 42 N/A 44 87 99
4191
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
4192
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
4193
epaproditus
Provides tools for interacting with Gmail and Calendar APIs. This server enable…
B 75 54 90 57 N/A 38 87 94
4194
baixianger
camoufox-mcp Claim
Anti-detection browser automation with Camoufox - stealth Firefox for web scrap…
B 75 55 78 82 N/A 33 95 76
4195
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
4196
aaronsb
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
B 75 55 94 82 33 81 66
4197
marwaniiwael18
Enables AI assistants to access and analyze GitHub profile data, providing insi…
B 75 55 88 61 45 81 91
4198
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
4199
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
4200
wolffcatskyy
A Model Context Protocol server for home infrastructure management that provide…
B 75 55 63 68 68 80 100
Showing 4151–4200 of 30006 servers
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