MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29251
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
D 40 25 0 81
29252
safeagent
Token safety for AI agents. 27 scam patterns, real honeypot simulation via DEX …
D 40 25 0 81
29253
GoodGoodCo
roundHR MCP Claim
roundHR MCP - Data Analysis report - Get Candidate info
D 40 25 0 81
29254
pol-l3ch
Scan any URL, domain, or IP address for security threats using URLScanner.onlin…
D 40 25 0 81
29255
zoro
wealth Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
D 40 25 0 81
29256
pierre
Create instant Snapcall call links and recording sessions to capture photos and…
D 40 25 0 81
29257
plsreadme
plsreadme Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
D 40 25 0 81
29258
Zerion
Zerion API Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
D 40 25 0 81
29259
pierre
htt Claim
Create instant call links for Snapcall conversations. Start assist recordings t…
D 40 25 0 81
29260
falazuki
Calculadoras financeiras e dados econômicos do Brasil. 25 tools para cálculos d…
D 40 25 0 81
29261
gener8v
U.S. demographics, housing, mortgage, migration, and employment data from the C…
D 40 25 0 81
29262
Axialon
Agent-first task marketplace MCP — discover, claim, and deliver paid workspace …
D 40 25 0 81
29263
namewhisper
Name Whisper Claim
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powere…
D 40 25 0 81
29264
markchiang
agent-press Claim
GeneOnline Agent Press MCP Server
D 40 25 0 81
29265
paichart
mcp-hub Claim
AI-native service orchestration platform. Discover MCP services by capability, …
D 40 25 0 81
29266
tariq
jtrholidays Claim
D 40 25 0 81
29267
guillermo-ap5g
buda-mcp Claim
Real-time market data from Buda.com — prices, order books, trades, and volume f…
D 40 25 0 81
29268
SongJiangzhou
Enforce consistent C++ style and best practices across your codebase. Analyze n…
D 40 25 0 81
29269
x402engine
x402 Engine Claim
28 pay-per-call APIs for AI agents via HTTP 402 crypto micropayments. Image gen…
D 40 25 0 81
29270
kaimeilabs
Guardian Claim
Verifies cooking recipes against professional master standards to ensure techni…
D 40 25 0 81
29271
TXRISK
txrisk Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
D 40 25 0 81
29272
mailerastro
MailerAstro Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
D 40 25 0 81
29273
koumoul
Access to Koumoul platform datasets - diverse French open data
D 40 25 0 81
29274
victor
musashi Claim
D 40 25 0 81
29275
velarynai
Ragora Claim
Search across all your knowledge bases to retrieve relevant information instant…
D 40 25 0 81
29276
achriom
Achriom Claim
The media memory layer for AI agents and their humans. Your AI client gets 29 t…
D 40 25 0 81
29277
vinaybhosle
Freightgate Claim
Calculate detention, demurrage, and local shipping charges for ports worldwide.…
D 40 25 0 81
29278
XJTLUmedia
AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Fina…
D 40 25 0 81
29279
mimiqai
Mimiq Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
D 40 25 0 81
29280
archtoolsdev
Provides access to a comprehensive suite of utility functions and developer res…
D 40 25 0 81
29281
MOD_Vibes
MOD Vibe Claim
Share and discover location-specific atmosphere reports, curated reviews, and r…
D 40 25 0 81
29282
joincloud
Join.Cloud Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they mess…
D 40 25 0 81
29283
sstklen
Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, ne…
D 40 25 0 81
29284
product_intelligence
Shoptera Claim
Shoptera Product Intelligence Search product catalogs across thousands of Centr…
D 40 25 0 81
29285
roundtable
Roundtable Claim
Your AI Board of Directors. Run multi-model debates where GPT-4o, Claude, Gemin…
D 40 25 0 81
29286
btouchard
herald Claim
Stop copy-pasting between Claude Chat and Claude Code.
D 40 25 0 81
29287
clpi
clpi-clp-mcp Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
D 40 25 0 81
29288
moltrust
MolTrust Claim
Register and verify decentralized identities to establish secure, trusted inter…
D 40 25 0 81
29289
slidemaster
SlideMaster Claim
Convert topics or existing files into professional presentation videos with aut…
D 40 25 0 81
29290
cuilabs
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
D 40 25 0 81
29291
lockinplanner
Study planner for high school students. Manage tasks, deadlines, and schedules.
D 40 24 0 81
29292 D 40 25 0 81
29293
pungggi
Terminal Claim
Execute commands and manage interactive shell sessions directly within your env…
D 40 25 0 81
29294
yuhuison
mediawiki Claim
D 40 25 0 81
29295
f11m4at4
Perform quick addition, subtraction, multiplication, and division. Streamline n…
D 40 25 0 81
29296
HaayanchandravatSr
Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to…
F 39 35 0 36 81
29297
Startvest-LLC
idealift-mcp Claim
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
F 39 45 48 0 19 81
29298
Remote MCP server that returns sentiment analysis results from SentinelScan API.
F 39 35 0 50 67
29299
Fine Structure Claim 1
Build and host full-stack apps from a prompt, with agents that reach you on Wha…
F 38 35 0 46 67
29300
NextCut
NextCut Claim 1
Automate video creation and editing workflows by rendering scenes, templates, a…
F 36 45 44 0 12 81
Showing 29251–29300 of 67197 servers
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