MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4001
kazuph
A Model-Context Protocol Server for YouTube in Jp
B 75 54 68 60 N/A 69 92 89
4002
leonardsellem
Artifact-first sub-agent delegation for Codex CLI, enabling multi-step parallel…
B 75 55 84 82 N/A 63 95 44
4003
iptracej-education
A starter template for creating Model Context Protocol servers that integrate w…
B 75 55 90 56 44 81 94
4004
108yen
memo-mcp Claim 1
This is an MCP server that enables agents to record, search, and retrieve memos…
B 75 55 82 82 N/A 69 95 41
4005
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 54 66 51 N/A 79 95 91
4006
ducthinh993
Enables AI assistants to check software end-of-life dates and support status us…
B 75 55 90 100 43 81 45
4007
shanewwarren
MCP-SST Claim 1
Enables monitoring and control of the SST development process by streaming dev …
B 75 54 94 52 N/A 31 89 95
4008
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
4009
nntkio
UniFi MCP Server Claim
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
B 75 55 78 61 50 81 100
4010
shex1627
MCPMake Claim
Enables management and execution of Python scripts with automatic LLM-extracted…
B 75 55 84 100 N/A 21 95 52
4011
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
4012
vltansky
A TypeScript template for building Model Context Protocol servers with example …
B 75 54 78 60 N/A 42 95 93
4013
SonAIengine
ku-portal-mcp Claim 2
Enables Korea University students to query their KUPID portal and Canvas LMS us…
B 75 55 63 82 52 95 78
4014
tkoba1974
MCP Kroki Server Claim 1
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
B 75 55 90 100 43 81 45
4015
garc33
Provides a secure, isolated JavaScript execution environment with configurable …
B 75 55 78 100 N/A 34 95 52
4016
JanNafta
Integrates PropellerAds' programmatic advertising platform with AI to automate …
B 75 55 90 91 42 81 53
4017
yellowcandle
Provides comprehensive access to Hong Kong Legislative Council data including v…
B 75 55 94 57 32 83 94
4018
dylan-gluck
Enables web scraping and document processing with JavaScript execution, anti-de…
B 75 55 96 68 27 81 86
4019
jeffgolden
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
B 75 55 80 72 47 78 93
4020
ZackFairTS
Enables AI assistants to execute SQL queries against AWS Athena databases, chec…
B 75 55 84 55 56 81 93
4021
davidpak
Enables AI assistants to manage Google Calendar events and Gmail emails through…
B 75 55 84 75 24 81 95
4022
Touchpoint-Labs
Touchpoint Claim
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
B 75 44 57 N/A N/A 49 95 98
4023
suttonwilliamd
tpc-server Claim
tpc-server
B 75 55 92 56 36 81 99
4024
anthony-maio
Cartograph Claim
Repo analysis for coding agents with ranked files, dependency maps, and task-sc…
B 75 54 60 57 N/A 81 90 96
4025
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
4026
UtakataKyosui
Enables management of GitHub pull request review threads through natural langua…
B 75 55 80 91 69 81 45
4027
Gammell53
clawwork Claim
AI agent project management — task boards, progress tracking, and cost reportin…
B 75 54 82 68 N/A 34 83 100
4028
vincentf305
Deepseek MCP Server Claim 1
A Model Control Protocol server implementation that allows Claude Desktop to us…
B 75 55 90 67 34 80 92
4029
morahan
Provides fast, multilingual spell-checking for text and files, featuring syntax…
B 75 54 78 52 N/A 46 92 100
4030
adamlj
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
B 75 55 86 100 N/A 18 95 52
4031
ayoubzeroual
Enables web search functionality through Perplexity AI's API with time-based fi…
B 75 55 78 65 43 81 100
4032
onlitec
VPS MCP Server Claim 2
Enables AI models to manage Docker containers, images, networks, and volumes th…
B 75 55 72 100 31 80 79
4033
jmonsellier
Gmail MCP Server Claim 1
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
B 75 54 78 67 N/A 38 95 88
4034
msilverblatt
Provides comprehensive access to Wikipedia content including article search, fu…
B 75 55 78 63 47 83 100
4035
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
4036
1Dark134
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
B 75 55 80 62 N/A 50 80 100
4037
munch-group
Ensembl MCP Server Claim 1
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
B 75 55 92 100 42 81 42
4038
fshamim
mcp-server-zep-cloud Claim 1
mcp-server-zep-cloud
B 75 55 94 91 45 81 46
4039
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
4040
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
4041
robbyczgw-cla
web-search-plus-mcp Claim 1
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
B 75 55 79 57 62 80 96
4042
yangjeep
Provides implementation guidance, code validation, and troubleshooting tools fo…
B 75 55 92 60 29 82 98
4043
gr3enarr0w
Intelligently engineers and optimizes prompts for Claude Code with automatic la…
B 75 55 86 100 N/A 38 95 36
4044
antoBrugnot
QR Code MCP Server Claim
Enables generation of QR codes from text or URLs in multiple formats (DataURL, …
B 75 55 68 65 64 81 100
4045
michalpawlik93
MCP Server Claim
A local middleware Node.js application for Windows that enables seamless commun…
B 75 54 78 57 N/A 43 91 99
4046
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
4047
masseater
Enables creation and querying of knowledge bases using Google's Gemini API File…
B 75 55 72 72 57 81 92
4048
leependu
Enables AI assistants to automatically identify which machine they're working w…
B 75 54 78 52 N/A 44 94 100
4049
sanyambassi
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
B 75 55 81 73 41 82 91
4050
Raphaelren
MinIO MCP Server Claim
Provides tools for interacting with MinIO and S3-compatible object storage thro…
B 75 55 78 91 27 81 86
Showing 4001–4050 of 67181 servers
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