MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4251
LuisRincon23
SEC MCP Claim
A Server-Sent Events Model Context Protocol server that enables both remote and…
B 75 55 94 50 45 81 97
4252
tuannvm
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
B 75 54 84 38 N/A 62 95 95
4253
UBTCodeNinja
Reduces Claude's context window costs by automatically summarizing inactive fil…
B 75 54 90 57 N/A 30 92 93
4254
jeelidev
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
B 75 55 60 100 50 81 78
4255
combiz
MSSQL MCP Server Claim
Enables AI assistants to interact with Microsoft SQL Server databases through a…
B 75 55 90 53 42 82 100
4256
nuance-dev
rival-mcp Claim
MCP server for querying AI model comparison data from rival.tips, enabling AI c…
B 75 54 76 57 49 92 98
4257
manbodyslam
Postiz Media Manager Claim 1
Manages and cleans up unused media in Postiz by identifying orphaned files not …
B 75 55 84 67 50 76 94
4258
my-mcp-hub
mcp-kit Claim
A CLI tool to create MCP (Model Context Protocol) applications with ease.
B 75 54 88 50 N/A 76 91 67 HA
4259
austinmoody
Things MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with the…
B 75 54 77 75 N/A 29 95 85
4260
anyrxo
Proton Drive MCP Claim 2
A Model Context Protocol server that enables AI assistants to interact with Pro…
B 75 54 73 62 N/A 46 90 100
4261
Hint-Services
MCP Trello Claim
Enables interaction with Trello boards through comprehensive card, list, and bo…
B 75 55 60 73 64 81 100
4262
verygoodplugins
MCP Evernote Claim
Evernote note management with OAuth and ENML conversion
B 75 54 75 63 N/A 45 95 93
4263
yhc0712
Enables AI assistants to interact with Actual Budget for personal finance manag…
B 75 55 72 72 43 81 100
4264
prazedotid
UUID MCP Provider Claim
A simple Model Context Protocol server that provides timestamp-based UUID v7 id…
B 75 55 72 87 41 81 85
4265
MikahDev
Enables AI-driven interaction with Infor Birst analytics platform, providing 20…
B 75 55 84 60 45 81 100
4266
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
4267
msilverblatt
Provides comprehensive access to Wikipedia content including article search, fu…
B 75 55 78 63 47 83 100
4268
SecretiveShell
MCP-timeserver Claim 1
Access the time in any timezone and get the current local time
B 75 54 74 62 N/A 41 94 100
4269
shex1627
MCPMake Claim
Enables management and execution of Python scripts with automatic LLM-extracted…
B 75 55 84 100 N/A 21 95 52
4270
JMitac
MCP Security Scanner Claim 1
Enables comprehensive security scanning of code projects, detecting vulnerabili…
B 75 55 84 100 N/A 26 95 50
4271
amotivv
This MCP server provides email sending functionality using Protonmail's SMTP se…
B 75 55 90 61 N/A 39 81 92
4272
grandinh
MCP Prompt Optimizer Claim 1
Automatically analyzes and optimizes AI prompts by calculating clarity scores, …
B 75 55 94 56 47 80 91
4273
Fabien-desablens
A Model Context Protocol server that extracts webpage creation, modification, a…
B 75 55 75 91 68 80 55
4274
Gcluowenqiang
Mysql-mcp Claim
A specialized MySQL MCP server for Cursor that enables users to query table str…
B 75 55 84 58 48 81 96
4275
arben-adm
This MCP server performs multi-topic searches in business, news, finance, and p…
B 75 55 78 68 41 82 100
4276
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
4277
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
4278
nyxn-ai
NyxDocs Claim
Specialized MCP server for cryptocurrency project documentation management with…
B 75 55 88 62 41 82 94
4279
geeknees
minesweeper-mcp Claim 1
A stdio-based MCP server that enables users to play and manage Minesweeper game…
B 75 55 86 68 31 78 99
4280
liadgez
CodeBase Optimizer Claim
Provides comprehensive codebase analysis including project structure evaluation…
B 75 54 90 51 N/A 36 90 97
4281
galacoder
Provides a standardized interface for LLMs to read, create, and manage Google C…
B 75 54 86 75 N/A 23 89 88
4282
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
4283
dagba
An MCP server that provides comprehensive tools for managing iOS simulators, in…
B 75 54 69 62 N/A 50 92 99
4284
RossH121
An MCP server that enables Claude to perform web searches using Perplexity's AP…
B 75 55 85 63 49 81 91
4285
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 55 90 100 41 81 45
4286
masseater
Enables creation and querying of knowledge bases using Google's Gemini API File…
B 75 55 72 72 57 81 92
4287
BurtTheCoder
mcp-maigret Claim 2
MCP server for maigret, a powerful OSINT tool that collects user account inform…
B 75 55 75 65 61 82 92
4288
securecoders
opengraph-io-mcp Claim 2
OpenGraph.io API integration for extracting OG metadata, taking screenshots, sc…
B 75 55 77 82 67 95 45
4289
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
4290
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
4291
bitrefill
bitrefill Claim 1
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
B 75 55 67 72 52 83 97
4292
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
4293
petrsovadina
sukl-mcp Claim
MCP server poskytující přístup k české databázi léčivých přípravků SÚKL (Státní…
B 75 55 71 80 42 81 93
4294
jeffgolden
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
B 75 55 80 72 47 78 93
4295
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
4296
notbnull
A lightweight server that provides persistent memory and context management for…
B 75 54 78 62 N/A 44 92 92
4297
jwalsh
MCP QR Code Server Claim
A server that connects large language models to QR code generation capabilities…
B 75 55 72 62 62 80 100
4298
TenBarrel6
TestRail MCP Server Claim 2
Enables AI assistants to interact directly with TestRail instances for managing…
B 75 55 90 75 47 83 69
4299
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
4300
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
Showing 4251–4300 of 59221 servers
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