MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27201 |
cli
Claim
MCP package manager with trust scoring. Search, install, and audit MCP servers.
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| 27202 |
loggly-mcp-server
Claim
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| 27203 |
projectx-mcp
Claim
Enables users to manage time entries and log hours on the ProjectX platform usi…
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| 27204 |
Letterboxd MCP Server
Claim
A comprehensive MCP server that enables users to interact with Letterboxd for s…
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| 27205 |
Tally MCP Server
Claim
A comprehensive Model Context Protocol server that enables Claude Desktop users…
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| 27206 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 27207 |
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
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| 27208 |
adaddaadaaa
Claim
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| 27209 |
cryptoiz
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Solana DEX smart money signals - whale accumulation, divergence, alpha scanner …
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| 27210 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
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| 27211 |
sentinel-execution-mcp
Claim
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
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| 27212 |
agirails-mcp-server
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Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
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| 27213 |
wartegonline-mcp
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| 27214 |
MCP Debug Recorder
Claim
Record debug sessions, commands, failed attempts, and successful fixes in local…
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| 27215 |
Open Computer Use
Claim
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
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| 27216 |
mstr_chat_mcp_cqiu
Claim
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| 27217 |
Reddit MCP server - browse posts, search content, analyze users.
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| 27218 |
Dazzle
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Cloud stages for AI agents and live streaming. Create, manage, and broadcast co…
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| 27219 |
InBiot MCP Server
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Provides real-time air quality monitoring and historical data analysis for InBi…
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| 27220 |
MCP Health Monitor
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Monitor MCP server health, uptime, response times, and Azure DevOps pipeline st…
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| 27221 |
guxi
Claim
webgl流体模拟
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| 27222 |
browserbase
Claim
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| 27223 |
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| 27224 |
IT-MCP
Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
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| 27225 |
prism-mcp
Claim
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms …
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| 27226 |
Food Safety Intelligence
Claim
The most comprehensive food safety MCP server. 5 tools: check any food additive…
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| 27227 |
Vibe BI MCP
Claim
Ask business questions in plain English. Get instant answers from your database…
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| 27228 |
AgentIndex
Claim
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via…
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| 27229 |
Graphiti MCP Pro
Claim
Enhanced memory repository MCP service that enables building and querying tempo…
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| 27230 |
agent-immune
Claim
AI agent security: prompt injection detection, semantic memory, output scanning…
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| 27231 |
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| 27232 |
Track AI agent fleet performance, costs, anomalies, and trends.
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| 27233 |
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
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| 27234 |
gcal-mcp
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| 27235 |
Say Hello
Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 27236 |
Firewalla MCP Server
Claim
Enables interaction with Firewalla network security devices for network monitor…
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| 27237 |
dify-ai-agent-tutorial
Claim
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| 27238 |
MCP Apple Notes
Claim
Enables AI assistants like Claude to search and reference your Apple Notes usin…
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| 27239 |
mcp-me
Claim
Digital identity layer for AI — your bio, career, skills, interests, and projec…
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| 27240 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 27241 |
leadcloser-mcp
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Manage leads and insights for NZ trade businesses via LeadCloser AI.
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| 27242 |
annas-mcp2
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| 27243 |
Emailens MCP
Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
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| 27244 |
search-apple-docs
Claim
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
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| 27245 |
serpapi-mcp
Claim
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| 27246 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 27247 |
PocketFlow MCP Server
Claim
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
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| 27248 |
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
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| 27249 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
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| 27250 |
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