MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
30005
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29451 F 27 35 0 0 81
29452
microsoft
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like…
F 27 35 0 0 81
29453
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 35 0 0 81
29454
ALDC-io
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
F 27 35 0 0 81
29455
chetparker
UK Data API Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
F 27 35 0 0 81
29456
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
29457
Kindora-PBC
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
F 27 35 0 0 81
29458
peterliu1212
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
F 27 35 0 0 81
29459
Ansvar-Systems
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
F 27 35 0 0 81
29460
clauxel
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
F 27 35 0 0 81
29461
runrelay
mcp-relay Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
F 27 35 0 0 81
29462
Pink707Legendary
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
F 27 35 0 0 81
29463
Apoth3osis-ai
agentpmt Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
F 27 35 0 0 81
29464
MarcPelberg
Real-time product data across 450+ retailers — look up any UPC for prices, imag…
F 27 35 0 0 81
29465
qualityclouds
LiveCheck AI Claim
Secure MCP runtime server for scanning and autofixing code issues
F 27 35 0 0 81
29466
jolt-systems
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
F 27 35 0 0 81
29467
spajjuri.pro
vsfclubnew6 Claim
F 27 35 0 0 81
29468
josephjohansson
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
F 27 35 0 0 81
29469
Snowboard-Software
Ask data questions in natural language. Get SQL, insights, and charts from your…
F 27 35 0 0 81
29470
aoki-h-jp
api Claim
Purpose-aware accessibility scoring for every coordinate in Japan.
F 27 35 0 0 81
29471
meruada
IOX Cloud Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
F 27 35 0 0 81
29472
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
F 27 35 0 0 81
29473
ahump20
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
F 27 35 0 0 81
29474
webforj.io
webforj-mcp Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
F 27 35 0 0 81
29475
onkernel
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
F 27 35 0 0 81
29476
HCS412
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
F 27 35 0 0 81
29477
filippogroppi
luviner Claim
13 neural engines for time-series anomaly detection, classification, and root c…
F 27 35 0 0 81
29478
luhkas2309
Osigu RCM Claim
Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu …
F 27 35 0 0 81
29479
ndkasndakn
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
F 27 35 0 0 81
29480
thomwseo
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
F 27 35 0 0 81
29481
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
F 27 35 0 0 81
29482
a0985344368-glitch
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
F 27 35 0 0 81
29483
ilizaran
Semantic search for Historical Soundscapes. Search eventos, entities, filters. …
F 27 35 0 0 81
29484
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
29485
futuremultihousing-dev
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
F 27 35 0 0 81
29486
kevincogan
Demo server entry for local testing
F 27 35 0 0 81
29487
chaehomie
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
F 27 35 0 0 81
29488
asmaaziry19
priceapi_mcp Claim
F 27 35 0 0 81
29489
controlplane-com
Control Plane Claim 1
Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, a…
F 26 35 10 0 67
29490
mcp Claim 1
PayPal MCP server provides access to PayPal services and operations for AI assi…
F 26 35 10 0 67
29491
aaayersss
DOOMSCROLLR Claim
Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shop…
F 26 35 10 0 69
29492
wachete Claim 1
Create, read and monitor Wachete website-change wachets for a signed-in user.
F 26 35 10 0 67
29493
rum-analytics Claim 1
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
F 26 35 10 0 67
29494
superfact Claim 1
Turn any AI chat or agent run into a beautiful, shareable public page.
F 26 35 10 0 67
29495
PerSQL Claim 1
SQLite databases on the edge. Create per-agent databases, run SQL, branch schem…
F 26 35 10 0 67
29496
Stumpy Claim 1
Persistent AI agents that run 24/7 in your Slack, Telegram, SMS, or email.
F 26 35 10 0 67
29497
nyxory Claim 1
Agent-to-agent cloud service: deploys and runs your apps and services — domains…
F 26 35 10 0 67
29498
jdmay2
Search NYC rentals and sales, property details, building data, and market analy…
F 26 35 10 0 69
29499
The official Planning Center MCP server for interacting with your ministry's da…
F 26 35 10 0 67
29500
server Claim 1
Create and manage your own Certificate Authority for internal HTTPS.
F 26 35 10 0 67
Showing 29451–29500 of 61045 servers
« Prev 1 588 589 590 591 592 1221 Next »