MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31201
santiago.blanco.vilchez
Create and manage tenants with streamlined setup. Seed and update document temp…
F 27 35 0 0 81
31202
OjasKord
Bizfile MCP Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
F 27 35 0 0 81
31203 F 27 35 0 0 81
31204
mefta.sadat2
test Claim
test
F 27 35 0 0 81
31205
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
F 27 35 0 0 81
31206
luis.ticas1
vsfclub4 Claim
F 27 35 0 0 81
31207
INSIDE-HAIR
Manage and automate your Google Meet workflows with enterprise-grade tools for …
F 27 35 0 0 81
31208
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 35 0 0 81
31209
alright-alright
Persis Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
F 27 35 0 0 81
31210
lazymac2x
Cloudflare Workers MCP server: ai-cost-optimizer
F 27 35 0 0 81
31211
Agent-Analytics
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
F 27 35 0 0 81
31212
D4umak
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
F 27 35 0 0 81
31213
EruditeIntelligence
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
F 27 35 0 0 81
31214
RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
F 27 35 0 0 81
31215
Smartling
Smartling MCP Server
F 27 35 0 0 81
31216
tbrajkovic
Search real estate auction properties across Europe with filtering by country, …
F 27 35 0 0 81
31217
finn-auto
Search and browse cars for all-inclusive subscription on FINN. Prices, specs, a…
F 27 35 0 0 81
31218
wundam
orchex Claim 2
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
F 27 25 0 53
31219
mefta.sadat2
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
F 27 35 0 0 81
31220
wywy-llc
Search and discover Google Apps Script libraries with AI-generated summaries
F 27 35 0 0 81
31221
agnicpay-prog
AgnicPay Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
F 27 35 0 0 81
31222
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 35 0 0 81
31223
filippogroppi
luviner Claim
13 neural engines for time-series anomaly detection, classification, and root c…
F 27 35 0 0 81
31224
Atenkai
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
F 27 35 0 0 81
31225
cpretzinger
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0 GREAT NEWS:…
F 27 35 0 0 81
31226
suprraz
Instant MCP hosting for AI-generated web content. Publish HTML/CSS/JS, get a li…
F 27 35 0 0 81
31227
meruada
IOX Cloud Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
F 27 35 0 0 81
31228
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
31229
tommyil
Gemina Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
F 27 35 0 0 81
31230
a0985344368-glitch
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
F 27 35 0 0 81
31231
mudrex
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
F 27 35 0 0 81
31232
jupediaz
TubExperto Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
F 27 35 0 0 81
31233
elseee
Plan group events together: dates, itineraries, expenses, polls, and tasks.
F 27 35 0 0 81
31234
traderhc123
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
F 27 35 0 0 81
31235
janleitner
Search and book last-minute tours and activities in 28 cities from 21 suppliers.
F 27 35 0 0 81
31236
HCS412
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
F 27 35 0 0 81
31237
sirarchiemccarthy-oss
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
F 27 35 0 0 81
31238
abmeter
ABMeter Claim
Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node,…
F 27 35 0 0 81
31239
BibekStha
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
F 27 35 0 0 81
31240
Taru0208
Access European statistics: GDP, unemployment, inflation, population data.
F 27 35 0 0 81
31241
webforj.io
webforj-mcp Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
F 27 35 0 0 81
31242
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
31243
Pink707Legendary
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
F 27 35 0 0 81
31244
Taru0208
Search SEC EDGAR filings, financial statements, and company data.
F 27 35 0 0 81
31245
runrelay
mcp-relay Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
F 27 35 0 0 81
31246
example
Provides metadata information to AI agents through the search API.
F 27 35 0 0 81
31247
markchiang
agent-press Claim
Agent Press: news MCP server streaming company headlines
F 27 35 0 0 81
31248
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
31249
goatgaucho
TrustLayer Claim
Agent reputation scoring: trust scores, Sybil detection, cross-chain identity f…
F 27 35 0 0 81
31250
jolt-systems
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
F 27 35 0 0 81
Showing 31201–31250 of 67197 servers
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