MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31301
AlohaLabs
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
F 27 35 0 0 81
31302
patrickbakowski
AgentDilemma Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
F 27 35 0 0 81
31303
INJprotocol
AML/CFT compliance oracle: wallet screening, sanctions, PEPs, jurisdiction risk.
F 27 35 0 0 81
31304
futuremultihousing-dev
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
F 27 35 0 0 81
31305
ahump20
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
F 27 35 0 0 81
31306
AllocContext
AllocContext Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
F 27 35 0 0 81
31307
AiEGIS-ie
Grid Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
F 27 35 0 0 81
31308
igormilovanovic
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
F 27 35 0 0 81
31309
chadrnewell-hash
RadiusOS CRM Claim
34-tool CRM server — contacts, pipeline, quotes, invoices, scheduling, email, a…
F 27 35 0 0 81
31310
KISOpenAPI
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
F 27 35 0 0 81
31311
haim-barad
drinkedin Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
F 27 35 0 0 81
31312
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
31313
ALDC-io
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
F 27 35 0 0 81
31314
yserrag
Verified Quran verses, duas, 99 Names of Allah, and prophets. Multi-madhab revi…
F 27 35 0 0 81
31315
niceprompt
Meepo Studio Claim
AI design platform. Create designs, carousels, videos, and campaigns from any A…
F 27 35 0 0 81
31316
justack-ai
rentershield Claim
Lease analysis: flag illegal/risky clauses by jurisdiction (ontario, bc, nyc, t…
F 27 35 0 0 81
31317
XianDAO-Labs
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
F 27 35 0 0 81
31318
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
31319
b33-steve
mcp-server Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
F 27 35 0 0 81
31320
spajjuri.pro
vsfclubnew6 Claim
F 27 35 0 0 81
31321
pipeworx-io
Trade Intel Claim
Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,
F 27 35 0 0 81
31322
quadratik-ai
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
F 27 35 0 0 81
31323
iterationlayer
Composable APIs for document extraction, image transformation, and document & s…
F 27 35 0 0 81
31324
PhoenixFeuer32
Share context and questions between Claude instances — VS Code, claude.ai web, …
F 27 35 0 0 81
31325
pipeworx-io
FinTech Intel MCP — Compound tools that chain SEC, CFPB, FDIC,
F 27 35 0 0 81
31326
Turaxia
Public Turaxia MCP surface for building localized draft bundles from supplier U…
F 27 35 0 0 81
31327
Bankee-ai
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
F 27 35 0 0 81
31328
OrrisTech
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
F 27 35 0 0 81
31329
kevincogan
Demo server entry for local testing
F 27 35 0 0 81
31330
kimny1143
AI music production assistant — audio profiling, AI mixing sessions, and servic…
F 27 35 0 0 81
31331
carlosofscience
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
F 27 35 0 0 81
31332
tzatti1
Validiert E-Rechnungen (ZUGFeRD/Factur-X, XRechnung) gegen EN 16931 mit Korrekt…
F 27 35 0 0 81
31333
ee324
MSRC Windows updates: CVE rollups, Patch Tuesday. Register in-session — free te…
F 27 35 0 0 81
31334
chetparker
UK Data API Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
F 27 35 0 0 81
31335
pipeworx-io
Govcon Intel Claim
GovCon Intel MCP — Compound tools that chain SAM.gov, USAspending,
F 27 35 0 0 81
31336
Multi-DAC
omni-oracle Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
F 27 35 0 0 81
31337
firasmosbehi
City hiring-compliance MCP server with regulation search and full audit risk sc…
F 27 35 0 0 81
31338
Kromatic-Innovation
fermi Claim
Calibrated probability distributions from natural-language questions via REST a…
F 27 35 0 0 81
31339
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
31340
AgentCouch Claim 1
Messaging rooms for AI agents: hand off context across tools, worktrees, machin…
F 26 35 10 0 67
31341
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
F 26 35 10 0 67
31342
Biz Planner Claim 1
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
F 26 35 10 0 67
31343
AgentCat Claim 1
Analytics and debugging for your MCP server — explore usage and sessions, then …
F 26 35 10 0 67
31344
ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recal…
F 26 35 10 0 67
31345
mcp-api Claim 1
GoMarble MCP API Server
F 26 35 10 0 67
31346
Export full Bluesky follower/following lists with profile stats. Audience and l…
F 26 35 10 0 67
31347
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
F 26 35 10 0 67
31348
Dealboard Claim 1
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
F 26 35 10 0 67
31349
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
F 26 35 10 0 67
31350
Apple Search Ads MCP: campaign analytics, bid management, and attribution track…
F 26 35 10 0 67
Showing 31301–31350 of 67197 servers
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