MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1051
mokafari
A server for task orchestration and coordination, facilitating task management …
B 81 54 90 67 N/A 50 92 99
1052
phate45
MCP Vault Claim
Enables AI assistants to interact with Obsidian vaults through file operations …
B 81 54 90 67 N/A 44 95 98
1053
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
1054
pdfcrowd
Create polished, professional PDFs from a single prompt. Documentation, reports…
B 81 55 84 100 N/A 58 83 68
1055
cardmagic
messages Claim 1
Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
B 81 54 94 58 N/A 62 92 94
1056
netmexmedia
Netmex MCP Claim
A lightweight and extendable MCP server toolkit that allows developers to build…
B 81 55 78 87 N/A 31 95 100
1057
AshtonVaughan
AgentBrowser Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 54 96 70 N/A 30 95 99
1058
S2thend
cursor-history Claim 2
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
B 81 55 79 100 N/A 75 95 50
1059
joleyline
MCP Memory LibSQL Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 55 94 68 62 82 92
1060
neelsomani
web2mcp Claim
Generate an MCP for any web app
B 81 54 96 63 N/A 43 95 95
1061
happyeric77
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
B 81 54 90 53 N/A 62 95 100
1062
SebastianBO
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
B 81 54 96 63 N/A 57 83 99
1063
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
B 81 54 96 58 N/A 48 92 100
1064
Ansvar-Systems
australian-law-mcp Claim
Australian legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 45 95 91
1065
mathematic-inc
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
B 81 54 84 58 N/A 81 90 96
1066
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
1067
manooll
WebFetch.MCP Claim
Enables local LLMs to search the web and fetch clean content from URLs without …
B 81 54 94 65 N/A 55 92 92
1068
bupd
Harbor MCP Server Claim
Enables AI models to interact with Harbor container registries to manage projec…
B 81 55 84 72 71 76 100
1069
delorenj
An enhanced Windows CLI MCP server providing unrestricted system access capabil…
B 81 54 94 66 N/A 51 88 96
1070
edwarddjss
ExpoSnap Claim
Enables AI assistants to view and analyze screenshots from React Native/Expo ap…
B 81 54 88 66 N/A 56 90 100
1071
RamXX
mcp-tavily Claim 2
An MCP server for Tavily's search API
B 81 54 75 77 N/A 60 94 94
1072
jacopoc
A proof of concept MCP server for Apache OFBiz
B 81 54 78 68 N/A 67 95 97
1073
Easysend-co
easysend Claim 1
EasySend file sharing MCP server - upload, download and share files. No authent…
B 81 44 90 N/A N/A 29 95 96
1074
synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts …
B 81 55 96 55 N/A 84 76 97
1075
lostintangent
GistPad-MCP Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 54 78 72 N/A 67 92 95
1076
axelspringer
Snyk MCP REST Claim
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
B 81 55 92 72 57 80 97
1077
houtini-ai
seo-crawler-mcp Claim 1
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
B 81 55 96 100 N/A 64 92 40
1078
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
1079
Aas-ee
open-webSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
B 81 55 76 75 79 82 93
1080
pranciskus
newsmcp Claim
Real-time world news for AI agents — events clustered from hundreds of sources,…
B 81 54 84 61 70 90 97
1081
dbsectrainer
Real-time cost awareness for MCP agent workflows
B 81 44 70 N/A N/A 75 83 99
1082 B 81 54 92 66 N/A 50 95 94
1083
aliyun
ack-mcp-server Claim
阿里云容器服务MCP Server,将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集,支持通过自然语言与AI助手交…
B 81 54 78 71 79 91 87
1084
WilliamCloudQi
MATLAB MCP Server Claim
Integrates MATLAB with AI to execute code, generate scripts from natural langua…
B 81 55 100 100 N/A 48 95 42
1085
mcpware
pagecast Claim
Record any browser page as GIF or video. AI-driven demo recording with scroll/c…
B 81 44 60 N/A N/A 78 95 94
1086
ibarrajo
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
B 81 54 90 66 N/A 52 95 94
1087
kujenga
zotero-mcp Claim
Model Context Protocol (MCP) server for the Zotero API, in Python
B 81 55 84 82 N/A 66 90 80
1088
Promptly-Technologies-LLC
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatica…
B 81 55 96 100 N/A 48 92 52
1089
Ansvar-Systems
Swiss law database — nFADP/DSG, information security, telecommunications with f…
B 81 54 75 93 N/A 37 95 92
1090
core3-coder
Provides intelligent context management for AI development sessions, allowing u…
B 81 54 92 58 N/A 58 90 100
1091
xmuweili
app-screen-mcp Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 55 79 100 N/A 30 95 84
1092
remuzel
Polarsteps MCP Server Claim 1
A server that enables AI assistants to access Polarsteps travel data, allowing …
B 81 54 96 60 N/A 41 95 100
1093
banjtheman
VibeTide MCP Server Claim 1
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
B 81 55 92 82 48 81 94
1094
mgriffen
tapsite Claim 1
An MCP server for web intelligence extraction that provides 55 tools for extrac…
B 81 44 71 61 95 94
1095
seenbefore
mcp-dev-record Claim
A dedicated MCP (Model Context Protocol) server for recording and organizing co…
B 81 55 78 100 N/A 40 95 80
1096
luno
Luno MCP Server
B 81 55 86 66 73 81 99
1097
sirmews
apple-notes-mcp Claim 1
Allows the AI to read from your local Apple Notes database (macOS only)
B 81 54 96 58 N/A 49 95 100
1098
hyperpolymath
BoJ-server Claim
Unified capability catalogue with formally verified cartridges, distributed com…
B 81 54 90 51 N/A 75 90 97
1099
mcpland
storybook-mcp Claim
A MCP server for Storybook.
B 81 55 92 58 N/A 76 81 100
1100
prashantgupta123
AWS FinOps MCP Server Claim 2
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
B 81 55 92 82 51 78 92
Showing 1051–1100 of 67181 servers
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