MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27201
getmcpm
cli Claim
MCP package manager with trust scoring. Search, install, and audit MCP servers.
N/A N/A
27202 N/A N/A 95
27203
agustindiezdb
projectx-mcp Claim
Enables users to manage time entries and log hours on the ProjectX platform usi…
N/A N/A
27204
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
27205
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
81
27206
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
27207
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
81
27208
ApacheBin
adaddaadaaa Claim
N/A N/A 95
27209
cryptoiz Claim
Solana DEX smart money signals - whale accumulation, divergence, alpha scanner …
N/A N/A
27210
EruditeIntelligence
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
27211
rohith1125
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
N/A N/A
27212
Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
N/A N/A
27213 N/A N/A 95
27214
Record debug sessions, commands, failed attempts, and successful fixes in local…
N/A N/A
27215
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
N/A N/A
27216 N/A N/A 95
27217
Reddit MCP server - browse posts, search content, analyze users.
N/A N/A 81
27218
Dazzle Claim
Cloud stages for AI agents and live streaming. Create, manage, and broadcast co…
N/A N/A
27219
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
27220
Monitor MCP server health, uptime, response times, and Azure DevOps pipeline st…
N/A N/A
27221
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
27222
ilo.begashvili
browserbase Claim
N/A N/A 95
27223
@kamath
notion Claim
81
27224
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
27225
dcostenco
prism-mcp Claim
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms …
N/A N/A
27226
twohalves
The most comprehensive food safety MCP server. 5 tools: check any food additive…
81
27227
jonwlee-dev
Vibe BI MCP Claim
Ask business questions in plain English. Get instant answers from your database…
27228
AgentIndex Claim
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via…
27229
lanru
Enhanced memory repository MCP service that enables building and querying tempo…
81
27230
agent-immune Claim
AI agent security: prompt injection detection, semantic memory, output scanning…
N/A N/A
27231 N/A N/A 95
27232
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
27233
amroodio
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
N/A N/A 83
27234
emiliosalvadorp
gcal-mcp Claim
N/A N/A 95
27235
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
27236
drewrad8
Enables interaction with Firewalla network security devices for network monitor…
81
27237 N/A N/A 95
27238
gsarti
Enables AI assistants like Claude to search and reference your Apple Notes usin…
N/A N/A 95
27239
paladini
mcp-me Claim
Digital identity layer for AI — your bio, career, skills, interests, and projec…
N/A N/A
27240
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
27241
Manage leads and insights for NZ trade businesses via LeadCloser AI.
N/A N/A
27242
chris
annas-mcp2 Claim
N/A N/A 95
27243
emailens
Emailens MCP Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
27244
xiaobenyang-com
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
N/A N/A 95
27245
ilyazub
serpapi-mcp Claim
N/A N/A 95
27246
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
27247
tmtcomeup
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
N/A N/A 95
27248
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
81
27249
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
27250
@nera0875
ssh-mcp Claim
N/A N/A 95
Showing 27201–27250 of 30006 servers
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