MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33101
bharathmadvar123
Enables secure Kubernetes operations with configurable security modes, supporti…
33102
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
N/A N/A 81
33103
AlexHramovich
A Model Context Protocol (MCP) server that enables Claude Desktop to interact w…
N/A N/A
33104
goldzulu
Enables discovering, fetching, validating, and converting Claude skills from th…
33105
vigil
cyberscanner Claim
N/A N/A 95
33106
chokukil
timesfm-mcp Claim
Local MCP server for GPU-backed TimesFM 2.5 forecasting, enabling zero-shot tim…
33107
hzy9981
hzy9981 Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
33108
royashbrook
Rebuilds the scores real systems run on you — credit, actuarial, lending — in t…
33109
dravidsajinraj-iex
Generate professional diagrams from text descriptions using the Eraser API thro…
N/A N/A 95
33110
UHQ-Actual
DOL WHD MCP Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
33111
dremaker
lark-mcp Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
33112
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
33113
aigentive
Enables conversational analysis of YouTube videos using Gemini 2.5 Pro, support…
33114
Zafer-Liu
Enables AI assistants to create, edit, and export flowcharts through a local we…
N/A N/A
33115
kiki830621
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
N/A N/A 95
33116
haiduongacm
Unifi AP MCP Claim
MCP server for UniFi Network Controller that provides full API coverage for man…
33117
Psichico
FinvizMCP Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
33118
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
N/A N/A
33119
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
81
33120
lpigeon
The ROS MCP Server supports robot control by converting user-issued natural lan…
N/A N/A 95
33121
afshinator
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
N/A N/A
33122
soulnai
Enables accessing and querying Dutch government open datasets from CBS and data…
33123
schwarztim
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
33124
ndungukamami-sketch
A secure MCP server that enables Claude to read, search, send, reply, forward, …
N/A N/A
33125
jjjona
jade-memory Claim
Two MCP servers (knowledge base and journal) enabling AI agents to persistently…
N/A N/A
33126
geraservicesuk
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A 83
33127
ashitaprasad
Streams simulated sales data via WebSocket and renders live KPIs, state ranking…
N/A N/A
33128
MK3Core
flickr-mcp Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
N/A N/A
33129
GaoZYun
lumina-docs Claim
A structured document management system using MCP protocol to handle large requ…
N/A N/A
33130
linus10x
Enables MCP clients to call an OFAC funds transfer authorization tool that retu…
N/A N/A
33131
madeonsol
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
81
33132
89nisham
geolibre-mcp Claim
Provides geospatial data intelligence tools for inspecting, querying, and conve…
33133
ashwani983
AI-powered git diff analysis with human-readable explanations, risk flags, and …
N/A N/A
33134
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
33135
Ryu07-d
A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes usi…
N/A N/A
33136
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
81
33137
ExceptionRegret
Kryfto Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
33138
FGC-Shreyansh-Chachaundiya
CodeSherlock Claim
AI-powered static and contextual code analysis MCP server
N/A N/A 95
33139
LuuOW
qrouter Claim
Quantum natural-language retrieval MCP server that ranks text passages by seman…
33140
felores
A security-hardened MCP server for TickTick that enables managing your tasks di…
33141
jimingyuan7
wechat-mcp Claim
An MCP server for sending and receiving WeChat messages, built on Tencent's iLi…
33142
yakumo123118
mumuai Claim
N/A N/A 95
33143
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
81
33144
niawjunior
Open Context Claim
AI context management for codebases – enables Claude Code to read, search, and …
33145
MrWizardlyLoaf
solguard Claim
On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protec…
33146
codebycinar
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
33147
CSOAI-ORG
owasp-agentic-mcp MCP server by MEOK AI Labs
N/A N/A
33148
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
33149
manishpandey9
Security-hardened MCP server that gives AI assistants full control over your re…
N/A N/A
33150
AuskinImmanuel
Enables querying ElevenLabs workspace data, including listing agents and retrie…
Showing 33101–33150 of 62421 servers
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