MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33101 |
Kubernetes MCP Server
Claim
Enables secure Kubernetes operations with configurable security modes, supporti…
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| 33102 |
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
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| 33103 |
Gmail MCP Server
Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to interact w…
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| 33104 |
Skill Loader MCP Server
Claim
Enables discovering, fetching, validating, and converting Claude skills from th…
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| 33105 |
cyberscanner
Claim
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| 33106 |
timesfm-mcp
Claim
Local MCP server for GPU-backed TimesFM 2.5 forecasting, enabling zero-shot tim…
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| 33107 |
hzy9981
Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
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| 33108 |
life. scored.
Claim
Rebuilds the scores real systems run on you — credit, actuarial, lending — in t…
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| 33109 |
Eraser Diagram Generator
Claim
Generate professional diagrams from text descriptions using the Eraser API thro…
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| 33110 |
DOL WHD MCP
Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
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| 33111 |
lark-mcp
Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
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| 33112 |
Fabits MCP Server
Claim
Enables investment in mutual funds through the Fabits MyWealth platform with na…
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| 33113 |
youtube-gemini-mcp
Claim
Enables conversational analysis of YouTube videos using Gemini 2.5 Pro, support…
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| 33114 |
Flowchart MCP
Claim
Enables AI assistants to create, edit, and export flowcharts through a local we…
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| 33115 |
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
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| 33116 |
Unifi AP MCP
Claim
MCP server for UniFi Network Controller that provides full API coverage for man…
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| 33117 |
FinvizMCP
Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
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| 33118 |
skip-hire-ai-mcp
Claim
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
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| 33119 |
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
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| 33120 |
ros-mcp-server
Claim
The ROS MCP Server supports robot control by converting user-issued natural lan…
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| 33121 |
mcp-server-go-quality
Claim
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
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| 33122 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 33123 |
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
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| 33124 |
gmail-mcp-server
Claim
A secure MCP server that enables Claude to read, search, send, reply, forward, …
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| 33125 |
jade-memory
Claim
Two MCP servers (knowledge base and journal) enabling AI agents to persistently…
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| 33126 |
mcp-gera-skills
Claim
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
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| 33127 |
Realtime Sales Dashboard
Claim
Streams simulated sales data via WebSocket and renders live KPIs, state ranking…
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| 33128 |
flickr-mcp
Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
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| 33129 |
lumina-docs
Claim
A structured document management system using MCP protocol to handle large requ…
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| 33130 |
agent-eval-gate
Claim
Enables MCP clients to call an OFAC funds transfer authorization tool that retu…
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| 33131 |
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
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| 33132 |
geolibre-mcp
Claim
Provides geospatial data intelligence tools for inspecting, querying, and conve…
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| 33133 |
diff-explainer
Claim
AI-powered git diff analysis with human-readable explanations, risk flags, and …
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| 33134 |
DuckDuckGo MCP Server
Claim
A basic MCP server template with example tools for echoing messages and retriev…
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| 33135 |
knowledge-curator-mcp
Claim
A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes usi…
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| 33136 |
avocado-ai
Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
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| 33137 |
Kryfto
Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
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| 33138 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
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| 33139 |
qrouter
Claim
Quantum natural-language retrieval MCP server that ranks text passages by seman…
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| 33140 |
TickTick MCP Server
Claim
A security-hardened MCP server for TickTick that enables managing your tasks di…
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| 33141 |
wechat-mcp
Claim
An MCP server for sending and receiving WeChat messages, built on Tencent's iLi…
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| 33142 |
mumuai
Claim
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| 33143 |
Rozbij Bank
Claim
Compare personal and business bank accounts, savings, and deposits specifically…
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| 33144 |
Open Context
Claim
AI context management for codebases – enables Claude Code to read, search, and …
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| 33145 |
solguard
Claim
On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protec…
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| 33146 |
pharos-guardskill
Claim
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
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| 33147 |
owasp-agentic-mcp
Claim
owasp-agentic-mcp MCP server by MEOK AI Labs
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| 33148 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 33149 |
BrowserMCP Secure
Claim
Security-hardened MCP server that gives AI assistants full control over your re…
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| 33150 |
Enables querying ElevenLabs workspace data, including listing agents and retrie…
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