MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23951 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 23952 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 23953 |
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
|
F 27 3⁄5 | ||||||||
| 23954 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 27 3⁄5 | ||||||||
| 23955 |
arch-tools-mcp
Claim
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
|
F 27 3⁄5 | ||||||||
| 23956 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 23957 |
smartling-mcp-server
Claim
Smartling MCP Server
|
F 27 3⁄5 | ||||||||
| 23958 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 23959 |
stock-moves-explained
Claim
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
|
F 27 3⁄5 | ||||||||
| 23960 |
mcp-server
Claim
Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content o…
|
F 27 3⁄5 | ||||||||
| 23961 |
piranha
Claim
BJJ video analysis — YOLO pose detection + Claude AI technique analysis.
|
F 27 3⁄5 | ||||||||
| 23962 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 23963 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 23964 |
refund-decide
Claim
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
|
F 27 3⁄5 | ||||||||
| 23965 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 23966 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 23967 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 23968 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 23969 |
LiveCheck AI
Claim
Secure MCP runtime server for scanning and autofixing code issues
|
F 27 3⁄5 | ||||||||
| 23970 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 23971 |
marketing-engine
Claim
AI marketing — content generation, competitor analysis, social publishing.
|
F 27 3⁄5 | ||||||||
| 23972 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 23973 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 23974 |
agentpmt
Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
|
F 27 3⁄5 | ||||||||
| 23975 |
Genei
Claim
Manage logistics operations by comparing shipping prices and creating shipments…
|
F 27 3⁄5 | ||||||||
| 23976 |
Signal Synthesis
Claim
Access real-time market data and historical financial records from multiple fin…
|
F 27 3⁄5 | ||||||||
| 23977 |
vsfclub5
Claim
|
F 27 3⁄5 | ||||||||
| 23978 |
diavgeia-mcp
Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
|
F 27 3⁄5 | ||||||||
| 23979 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 23980 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 23981 |
Persis
Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
|
F 27 3⁄5 | ||||||||
| 23982 |
test
Claim
test
|
F 27 3⁄5 | ||||||||
| 23983 |
coinex_mcp_server
Claim
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
F 27 3⁄5 | ||||||||
| 23984 |
MCP server for Monika Skorykow workshops - browse prices and promotions
|
F 27 3⁄5 | ||||||||
| 23985 |
SpriteCook
Claim
Generate game sprites and assets from text prompts for game development.
|
F 27 3⁄5 | ||||||||
| 23986 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 23987 |
2o
Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
|
F 27 3⁄5 | ||||||||
| 23988 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
F 27 2⁄5 | ||||||||
| 23989 |
Eurostat Statistics
Claim
Access European statistics: GDP, unemployment, inflation, population data.
|
F 27 3⁄5 | ||||||||
| 23990 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 23991 |
Tenant Template Manager
Claim
Authenticate and provision new tenants with initial document templates. Add and…
|
F 27 3⁄5 | ||||||||
| 23992 |
vsfclubnew6
Claim
|
F 27 3⁄5 | ||||||||
| 23993 |
Monitor websites, APIs and services with 44 tools across 22 protocols
|
F 27 2⁄5 | ||||||||
| 23994 |
MailJunky
Claim
Send emails, track events, and manage contacts with MailJunky.
|
F 27 3⁄5 | ||||||||
| 23995 |
0xHumans Protocol MCP
Claim
MCP for AI agents: financing, skills, lending on Base
|
F 27 3⁄5 | ||||||||
| 23996 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 23997 |
Publish markdown documents as public share links with mermaid diagrams. Built b…
|
F 27 3⁄5 | ||||||||
| 23998 |
fixatia-property-search
Claim
Search real estate auction properties across Europe with filtering by country, …
|
F 27 3⁄5 | ||||||||
| 23999 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 24000 |
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
|
F 27 3⁄5 | ||||||||