MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 4 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29451 | F 27 3⁄5 | |||||||||
| 29452 |
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like…
|
F 27 3⁄5 | ||||||||
| 29453 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 29454 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 29455 |
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
|
F 27 3⁄5 | ||||||||
| 29456 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 29457 |
foundation-discovery
Claim
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
|
F 27 3⁄5 | ||||||||
| 29458 |
Codey 律所管理系統
Claim
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
F 27 3⁄5 | ||||||||
| 29459 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
|
F 27 3⁄5 | ||||||||
| 29460 |
c2paintake-mcp
Claim
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
|
F 27 3⁄5 | ||||||||
| 29461 |
mcp-relay
Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
|
F 27 3⁄5 | ||||||||
| 29462 |
stock-moves-explained
Claim
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
|
F 27 3⁄5 | ||||||||
| 29463 |
agentpmt
Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
|
F 27 3⁄5 | ||||||||
| 29464 |
Product Source
Claim
Real-time product data across 450+ retailers — look up any UPC for prices, imag…
|
F 27 3⁄5 | ||||||||
| 29465 |
LiveCheck AI
Claim
Secure MCP runtime server for scanning and autofixing code issues
|
F 27 3⁄5 | ||||||||
| 29466 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 29467 |
vsfclubnew6
Claim
|
F 27 3⁄5 | ||||||||
| 29468 |
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
|
F 27 3⁄5 | ||||||||
| 29469 |
Dot - AI Data Analyst
Claim
Ask data questions in natural language. Get SQL, insights, and charts from your…
|
F 27 3⁄5 | ||||||||
| 29470 |
api
Claim
Purpose-aware accessibility scoring for every coordinate in Japan.
|
F 27 3⁄5 | ||||||||
| 29471 |
IOX Cloud
Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
|
F 27 3⁄5 | ||||||||
| 29472 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
F 27 3⁄5 | ||||||||
| 29473 |
college-baseball
Claim
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
|
F 27 3⁄5 | ||||||||
| 29474 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 29475 |
kernel-mcp-server
Claim
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
|
F 27 3⁄5 | ||||||||
| 29476 |
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
|
F 27 3⁄5 | ||||||||
| 29477 |
luviner
Claim
13 neural engines for time-series anomaly detection, classification, and root c…
|
F 27 3⁄5 | ||||||||
| 29478 |
Osigu RCM
Claim
Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu …
|
F 27 3⁄5 | ||||||||
| 29479 |
refund-decide
Claim
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
|
F 27 3⁄5 | ||||||||
| 29480 |
MCP Validator
Claim
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
|
F 27 3⁄5 | ||||||||
| 29481 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
|
F 27 3⁄5 | ||||||||
| 29482 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 29483 |
semantic-search
Claim
Semantic search for Historical Soundscapes. Search eventos, entities, filters. …
|
F 27 3⁄5 | ||||||||
| 29484 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 29485 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 29486 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 29487 |
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
|
F 27 3⁄5 | ||||||||
| 29488 |
priceapi_mcp
Claim
|
F 27 3⁄5 | ||||||||
| 29489 |
Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, a…
|
F 26 3⁄5 | ||||||||
| 29490 |
PayPal MCP server provides access to PayPal services and operations for AI assi…
|
F 26 3⁄5 | ||||||||
| 29491 |
DOOMSCROLLR
Claim
Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shop…
|
F 26 3⁄5 | ||||||||
| 29492 |
Create, read and monitor Wachete website-change wachets for a signed-in user.
|
F 26 3⁄5 | ||||||||
| 29493 |
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
|
F 26 3⁄5 | ||||||||
| 29494 |
Turn any AI chat or agent run into a beautiful, shareable public page.
|
F 26 3⁄5 | ||||||||
| 29495 |
SQLite databases on the edge. Create per-agent databases, run SQL, branch schem…
|
F 26 3⁄5 | ||||||||
| 29496 |
Persistent AI agents that run 24/7 in your Slack, Telegram, SMS, or email.
|
F 26 3⁄5 | ||||||||
| 29497 |
Agent-to-agent cloud service: deploys and runs your apps and services — domains…
|
F 26 3⁄5 | ||||||||
| 29498 |
Search NYC rentals and sales, property details, building data, and market analy…
|
F 26 3⁄5 | ||||||||
| 29499 |
The official Planning Center MCP server for interacting with your ministry's da…
|
F 26 3⁄5 | ||||||||
| 29500 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||