MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31301 |
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
|
F 27 3⁄5 | ||||||||
| 31302 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 31303 |
AML/CFT compliance oracle: wallet screening, sanctions, PEPs, jurisdiction risk.
|
F 27 3⁄5 | ||||||||
| 31304 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 31305 |
college-baseball
Claim
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
|
F 27 3⁄5 | ||||||||
| 31306 |
AllocContext
Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
|
F 27 3⁄5 | ||||||||
| 31307 |
Grid
Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
|
F 27 3⁄5 | ||||||||
| 31308 |
MCP Data Converter
Claim
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
|
F 27 3⁄5 | ||||||||
| 31309 |
RadiusOS CRM
Claim
34-tool CRM server — contacts, pipeline, quotes, invoices, scheduling, email, a…
|
F 27 3⁄5 | ||||||||
| 31310 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 31311 |
drinkedin
Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
|
F 27 3⁄5 | ||||||||
| 31312 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 31313 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 31314 |
islamic-knowledge
Claim
Verified Quran verses, duas, 99 Names of Allah, and prophets. Multi-madhab revi…
|
F 27 3⁄5 | ||||||||
| 31315 |
Meepo Studio
Claim
AI design platform. Create designs, carousels, videos, and campaigns from any A…
|
F 27 3⁄5 | ||||||||
| 31316 |
rentershield
Claim
Lease analysis: flag illegal/risky clauses by jurisdiction (ontario, bc, nyc, t…
|
F 27 3⁄5 | ||||||||
| 31317 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 31318 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 31319 |
mcp-server
Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
|
F 27 3⁄5 | ||||||||
| 31320 |
vsfclubnew6
Claim
|
F 27 3⁄5 | ||||||||
| 31321 |
Trade Intel
Claim
Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,
|
F 27 3⁄5 | ||||||||
| 31322 |
Quadratik
Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
|
F 27 3⁄5 | ||||||||
| 31323 |
Iteration Layer
Claim
Composable APIs for document extraction, image transformation, and document & s…
|
F 27 3⁄5 | ||||||||
| 31324 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 31325 |
Fintech Intel
Claim
FinTech Intel MCP — Compound tools that chain SEC, CFPB, FDIC,
|
F 27 3⁄5 | ||||||||
| 31326 |
Turaxia Connect Public
Claim
Public Turaxia MCP surface for building localized draft bundles from supplier U…
|
F 27 3⁄5 | ||||||||
| 31327 |
Inferventis MCP Server
Claim
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
|
F 27 3⁄5 | ||||||||
| 31328 |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
|
F 27 3⁄5 | ||||||||
| 31329 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 31330 |
AI music production assistant — audio profiling, AI mixing sessions, and servic…
|
F 27 3⁄5 | ||||||||
| 31331 |
bulk-url-checker
Claim
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
|
F 27 3⁄5 | ||||||||
| 31332 |
ZUGFeRD Validator
Claim
Validiert E-Rechnungen (ZUGFeRD/Factur-X, XRechnung) gegen EN 16931 mit Korrekt…
|
F 27 3⁄5 | ||||||||
| 31333 |
MSRC Windows updates: CVE rollups, Patch Tuesday. Register in-session — free te…
|
F 27 3⁄5 | ||||||||
| 31334 |
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
|
F 27 3⁄5 | ||||||||
| 31335 |
Govcon Intel
Claim
GovCon Intel MCP — Compound tools that chain SAM.gov, USAspending,
|
F 27 3⁄5 | ||||||||
| 31336 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 31337 |
Compliance Auditor MCP
Claim
City hiring-compliance MCP server with regulation search and full audit risk sc…
|
F 27 3⁄5 | ||||||||
| 31338 |
fermi
Claim
Calibrated probability distributions from natural-language questions via REST a…
|
F 27 3⁄5 | ||||||||
| 31339 |
vap-e
Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
|
F 27 3⁄5 | ||||||||
| 31340 |
Messaging rooms for AI agents: hand off context across tools, worktrees, machin…
|
F 26 3⁄5 | ||||||||
| 31341 |
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
|
F 26 3⁄5 | ||||||||
| 31342 |
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
|
F 26 3⁄5 | ||||||||
| 31343 |
Analytics and debugging for your MCP server — explore usage and sessions, then …
|
F 26 3⁄5 | ||||||||
| 31344 |
ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recal…
|
F 26 3⁄5 | ||||||||
| 31345 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 31346 |
Export full Bluesky follower/following lists with profile stats. Audience and l…
|
F 26 3⁄5 | ||||||||
| 31347 |
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 26 3⁄5 | ||||||||
| 31348 |
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
|
F 26 3⁄5 | ||||||||
| 31349 |
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
|
F 26 3⁄5 | ||||||||
| 31350 |
Apple Search Ads MCP: campaign analytics, bid management, and attribution track…
|
F 26 3⁄5 | ||||||||