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
3951
leonchike
Enables access to SimBrief flight planning data through Claude Desktop with sec…
B 75 55 72 72 45 81 100
3952
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
3953
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
3954
nirholas
A comprehensive MCP server for interacting with the BNB Chain ecosystem, includ…
B 75 55 66 70 66 81 92
3955
neverinfamous
memory-journal-mcp Claim
Developer project journal with Git context, semantic search, and 7 specialized …
B 75 54 88 22 N/A 86 95 91
3956
helciocosta
Enables AI agents with persistent memory using SQLite and local LLM models thro…
B 75 54 80 53 N/A 43 95 95
3957
burtthecoder
Shodan Server Claim 1
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
B 75 54 73 53 N/A 61 95 93
3958
waldzellai
Provides access to 27+ structured problem-solving frameworks and game-theoretic…
B 75 55 90 56 41 81 99
3959
Gorav22
TerminusAI Claim
Execute terminal commands locally or remotely via SSH with session persistence …
B 75 54 94 53 N/A 48 84 90
3960
shaleen-wonder-ent
Simple MCP Server Claim
A demonstration server implementing the Model Context Protocol (MCP) that provi…
B 75 54 84 60 N/A 25 95 98
3961
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
3962
niondigital
MoCo MCP Server Claim
Provides a Model Context Protocol interface to MoCo time tracking and project m…
B 75 55 78 83 43 81 78
3963 B 75 54 72 66 N/A 54 92 90
3964
kukapay
Providing real-time access to Chainlink's decentralized on-chain price feeds.
B 75 55 88 58 43 80 99
3965 B 75 54 94 43 N/A 51 87 95
3966
Ahrentlov
Provides comprehensive access to Apple's development documentation ecosystem in…
B 75 54 84 43 N/A 62 90 94
3967
NOVA-3951
replit-mcp Claim 1
B 75 54 78 68 N/A 29 90 100
3968
zym9863
A MCP server that enables Claude and other MCP-compatible assistants to generat…
B 75 55 75 66 48 81 100
3969
UBTCodeNinja
Reduces Claude's context window costs by automatically summarizing inactive fil…
B 75 54 90 57 N/A 30 92 93
3970
juyoung-won
mcp-figma Claim 1
B 75 54 84 65 N/A 18 95 100
3971
paolodalprato
Ollama MCP Server Claim
Enables complete local Ollama management including listing models, chatting wit…
B 75 54 94 36 N/A 52 95 94
3972
masonbesmer
Enables AI agents to send and receive Discord messages using a user's account t…
B 75 54 68 72 N/A 35 92 100
3973
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
3974
TheSethRose
Build a robust server to enable AI agents to interact with various tools.
B 75 54 68 68 N/A 38 95 100
3975
Dataojitori
nocturne_memory Claim
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.…
B 75 54 66 62 N/A 70 87 92
3976
brunoprela
QuestDB MCP Server Claim
Enables AI assistants to interact with QuestDB time-series databases through to…
B 75 55 78 100 43 81 59
3977
mario-andreschak
Provides tools for image, audio, and video recognition using Google's Gemini AI…
B 75 55 78 72 42 80 95
3978
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
3979
yellowcandle
Provides comprehensive access to Hong Kong Legislative Council data including v…
B 75 55 94 57 32 83 94
3980
iceener
Resend MCP Server Claim
Enables AI agents to manage email newsletters and contacts via Resend, includin…
B 75 55 90 68 29 82 91
3981
codenamev
AI-powered architecture documentation framework with ADRs, reviews, and pragmat…
B 75 54 90 51 N/A 36 87 100
3982
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 55 78 100 N/A 42 95 45
3983
dylan-gluck
Enables web scraping and document processing with JavaScript execution, anti-de…
B 75 55 96 68 27 81 86
3984
JTruax
An MCP server providing WordPress development tools, code generation, and frame…
B 75 55 85 91 N/A 47 94 42
3985
phxdev1
Provides comprehensive access to People Data Labs' data models and search capab…
B 75 55 84 68 40 81 90
3986
splinesreticulating
Icecast MCP Server Claim
Analyzes and optimizes Icecast streaming server configurations with automated s…
B 75 55 78 58 62 81 94
3987
je4550
Review MCP Server Claim
Enables Claude to perform thorough code reviews by integrating with Codex and G…
B 75 55 78 75 N/A 28 95 88
3988
gianlucamazza
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compat…
B 75 55 82 100 47 83 49
3989
madhan-g-p
devdocs-mcp Claim
Local DevDocs MCP Server (Developer Docs with project specific context awarenes…
B 75 54 72 66 N/A 44 92 98
3990
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
3991
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
3992
KyrieTangSheng
National Park Service API integration providing latest information of park deta…
B 75 55 78 71 49 82 91
3993
vltansky
A TypeScript template for building Model Context Protocol servers with example …
B 75 54 78 60 N/A 42 95 93
3994
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
3995
CaullenOmdahl
Provides comprehensive documentation search for Next.js 15+ and Tailwind CSS 3+…
B 75 55 90 67 26 81 97
3996
CodeHalwell
n8n MCP Server Claim
Enables creation, management, and execution of n8n workflows through a secure H…
B 75 55 86 68 38 80 91
3997
wbopan
Things MCP Server Claim 2
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
B 75 55 57 100 N/A 72 95 50
3998
dwain-barnes
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
B 75 55 94 57 41 83 90
3999
mc-mario
Tandoor MCP Server Claim 1
Enables interaction with Tandoor recipe management system to create, manage, an…
B 75 55 100 63 25 80 92
4000
Jayanth-Kulkarni-Avesha
Enables AI assistants to execute PromQL queries and discover metrics across mul…
B 75 55 76 68 51 80 96
Showing 3951–4000 of 30006 servers
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