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
31251
clauxel
A witness layer for AI agent tool calls.
F 27 35 0 0 81
31252
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
31253
BraineeTech
sectora Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
F 27 35 0 0 81
31254
KeyID-AI
KeyID Claim
Signup sessions, browser continuity, email, SMS, and OTP/TOTP infrastructure fo…
F 27 35 0 0 81
31255
mudrex
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
F 27 35 0 0 81
31256
RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
F 27 35 0 0 81
31257
alright-alright
Persis Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
F 27 35 0 0 81
31258 F 27 35 0 0 81
31259
mefta.sadat2
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
F 27 35 0 0 81
31260
crabbitmq
CrabbitMQ Claim
Async message queue for AI agents. Self-provision queues, push/poll messages, n…
F 27 35 0 0 81
31261
fiberai
fiber-mcp Claim
F 27 35 0 0 81
31262
Agent-Analytics
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
F 27 35 0 0 81
31263
Taru0208
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
F 27 35 0 0 81
31264
tickerapi
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
F 27 35 0 0 81
31265
INSIDE-HAIR
Manage and automate your Google Meet workflows with enterprise-grade tools for …
F 27 35 0 0 81
31266
santiago.blanco.vilchez
Create and manage tenants with streamlined setup. Seed and update document temp…
F 27 35 0 0 81
31267
Smartling
Smartling MCP Server
F 27 35 0 0 81
31268
lazymac2x
Cloudflare Workers MCP server: ai-cost-optimizer
F 27 35 0 0 81
31269
pentesttoolscom
mcp-server Claim 1
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
F 27 35 0 0 81
31270
cloud101.kr
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
F 27 35 0 0 81
31271 F 27 35 0 0 81
31272
olane-labs
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
F 27 35 0 0 81
31273
michalis.koutridis
diavgeia-mcp Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
F 27 35 0 0 81
31274
soongil.so9503
test-mcp Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
F 27 35 0 0 81
31275
gibsonai
mcp Claim
GibsonAI MCP server: manage your databases with natural language
F 27 35 0 0 81
31276
luhkas2309
Osigu RCM Claim
Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu …
F 27 35 0 0 81
31277
myAI_BDC
AI content creation for autonomous agents. Generate video scripts, images, an…
F 27 35 0 0 81
31278
Ansvar-Systems
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.
F 27 35 0 0 81
31279
santiago.blanco.vilchez
Provision new tenants with admin setup and initial document templates. Add docu…
F 27 35 0 0 81
31280
vinaybhosle
agentstamp Claim
Trust intelligence for AI agents — identity stamps, reputation scoring (0-100),…
F 27 35 0 0 81
31281
musa8026
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
F 27 35 0 0 81
31282
helix-song
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agen…
F 27 35 0 0 81
31283
rftsngl
Track breaking news worldwide with granular filters for keywords, sources, coun…
F 27 35 0 0 81
31284
D4umak
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
F 27 35 0 0 81
31285
wearewarp
Warp Freight Claim
Track, document, and audit freight across 20,000+ carriers and 50+ cross-docks.
F 27 35 0 0 81
31286
Atenkai
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
F 27 35 0 0 81
31287
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
F 27 35 0 0 81
31288
aezizhu
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
F 27 35 0 0 81
31289
garfield-bb
FlowSheets Claim
Trigger workflows, manage worksheets, and collaborate on record discussions. Cr…
F 27 35 0 0 81
31290
Pink707Legendary
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
F 27 35 0 0 81
31291
PhoenixFeuer32
Share context and questions between Claude instances — VS Code, claude.ai web, …
F 27 35 0 0 81
31292
traderhc123
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
F 27 35 0 0 81
31293
qualityclouds
LiveCheck AI Claim
Secure MCP runtime server for scanning and autofixing code issues
F 27 35 0 0 81
31294
elseee
Plan group events together: dates, itineraries, expenses, polls, and tasks.
F 27 35 0 0 81
31295
vapagentmedia
vap-e Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
F 27 35 0 0 81
31296
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
31297
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 35 0 0 81
31298
clauxel
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
F 27 35 0 0 81
31299
gstack-ds
SpendNod Claim
AI agent spending controls. Set limits, blocklists, and caps. Approve transacti…
F 27 35 0 0 81
31300
chaehomie
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
F 27 35 0 0 81
Showing 31251–31300 of 67197 servers
« Prev 1 624 625 626 627 628 1344 Next »