MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26851 |
MCP-123
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A lightweight implementation that provides the simplest way to set up an MCP se…
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| 26852 |
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
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| 26853 |
spawnpay
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Crypto wallets, payments, and referral earnings for AI agents on Base L2
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| 26854 |
e621-api-mcp
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| 26855 |
Delia
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Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
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| 26856 |
db-map
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| 26857 |
clawcast
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AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
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| 26858 |
ggb
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| 26859 |
vsfclubnew
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| 26860 |
Verity MCP Server
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Provides AI agents access to Medicare coverage policies, prior authorization re…
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| 26861 |
ScoutScore
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Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
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| 26862 |
A server that connects to the xAI/Grok image generation API, allowing users to …
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| 26863 |
Task Breakdown
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Break down complex problems into clear, actionable steps. Adapt on the fly by i…
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| 26864 |
smithery-mcp-server
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| 26865 |
gRPC MCP Server
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Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
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| 26866 |
youtube-transcript-dev
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YouTube Transcript MCP Server
MCP server for YouTubeTranscript.dev. Extract Y…
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| 26867 |
Synapse Layer
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### Synapse Layer — The Memory Standard for AI Agents
Synapse Layer is a secur…
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| 26868 |
CenterPoint Connect
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Manage properties, companies, employees, invoices, materials, and more from Cen…
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| 26869 |
readyorai
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Zero-cost MCP server for local code inspection and best-practice recommendations
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| 26870 |
SmartBot AI Agency
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Brisbane's #1 AI automation agency. Invoice automation, AI voice receptionist, …
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| 26871 |
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
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| 26872 |
personalinsights-feed
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AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 26873 |
IntegrityPulse FinOps
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Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
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| 26874 |
pozank-stock-server
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| 26875 |
MCP Sentinel
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Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
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| 26876 |
MCP-Mem0
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Provides AI agents with persistent long-term memory capabilities using semantic…
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| 26877 |
cli
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MCP package manager with trust scoring. Search, install, and audit MCP servers.
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| 26878 |
loggly-mcp-server
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| 26879 |
projectx-mcp
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Enables users to manage time entries and log hours on the ProjectX platform usi…
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| 26880 |
Letterboxd MCP Server
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A comprehensive MCP server that enables users to interact with Letterboxd for s…
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| 26881 |
Tally MCP Server
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A comprehensive Model Context Protocol server that enables Claude Desktop users…
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| 26882 |
ScrapeGraph
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Extract structured data and clean content from websites. Convert pages to reada…
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| 26883 |
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
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| 26884 |
adaddaadaaa
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| 26885 |
cryptoiz
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Solana DEX smart money signals - whale accumulation, divergence, alpha scanner …
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| 26886 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
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| 26887 |
sentinel-execution-mcp
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AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
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| 26888 |
agirails-mcp-server
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Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
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| 26889 |
wartegonline-mcp
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| 26890 |
MCP Debug Recorder
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Record debug sessions, commands, failed attempts, and successful fixes in local…
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| 26891 |
Open Computer Use
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Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
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| 26892 |
mstr_chat_mcp_cqiu
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| 26893 |
Reddit MCP server - browse posts, search content, analyze users.
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| 26894 |
Dazzle
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Cloud stages for AI agents and live streaming. Create, manage, and broadcast co…
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| 26895 |
InBiot MCP Server
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Provides real-time air quality monitoring and historical data analysis for InBi…
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| 26896 |
MCP Health Monitor
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Monitor MCP server health, uptime, response times, and Azure DevOps pipeline st…
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| 26897 |
guxi
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webgl流体模拟
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| 26898 |
browserbase
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| 26899 |
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| 26900 |
IT-MCP
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Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
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