MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45451
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
N/A N/A 81
45452
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
45453
nexgendata-apify
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
81
45454
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
45455
QuantMLResearch
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
N/A N/A
45456
homareyoshizaki
Ganty MCP Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
45457
Jing7ao
aihot-mcp Claim
AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态
N/A N/A
45458
clauxel
A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usa…
45459
geraservicesuk
GeraLens MCP (placeholder) — ambient camera-activated service discovery. Launch…
N/A N/A 95
45460
Decentralized-Data-Marketplace
Enable seamless integration with decentralized data marketplaces by providing a…
N/A N/A 95
45461
cuongpo
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
N/A N/A 95
45462
PreistlyPython
Enterprise network analysis platform that enables AI-powered packet analysis, t…
81
45463
axel-belfort
User agent string parser API for AI agents. Parse any user agent into structure…
81
45464
ericm1018
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
N/A N/A
45465
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
45466
AgenticRevolution
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
81
45467
DaCodeChick
GhidraMCP Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
N/A N/A
45468
spreedly
Enables AI assistants to manage payments via Spreedly API, including gateways, …
45469
Responsible-AI-Labs
rail-score Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
45470
clauxel
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
45471
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
N/A N/A
45472
Hyperion-GPU
ProofFlow Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
N/A N/A
45473
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
N/A N/A 81
45474
deepakbishnoi717
Enables users to manage expenses with category support, including adding expens…
45475
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
81
45476
ViperJuice
mcp-gateway Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
N/A N/A 95
45477
clauxel
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
45478
HoukasaurusRex
MCP server that equips AI agents with dev workflow tools including GitHub proje…
N/A N/A
45479
t8y2
dbx Claim
Query databases from AI agents using connections configured in DBX.
N/A N/A
45480
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
45481
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
N/A N/A 95
45482
AmanBhattShorthillsAI
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
N/A N/A
45483
mateotiedra
Enables managing Wix Bookings courses and searching participants through the Wi…
N/A N/A
45484
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
81
45485
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
45486
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
45487
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
45488
jclee7295
test11 Claim
N/A N/A 95
45489
FoundryNet
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
45490
joepangallo
web-recon-agent Claim 1
Owned-target web security assessment MCP server for authenticated, high-frictio…
N/A N/A 95
45491
dq042000
A TypeScript-based MCP server that enables code search, file reading, and proje…
45492
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
45493
CSOAI-ORG
geolocation-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45494
Noquarter6
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
83
45495
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
45496
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
81
45497
shr3ddersec
sh3ll Claim
N/A N/A 95
45498
Skitchy
rekindle Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
N/A N/A
45499
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
N/A N/A 69
45500
arberrexhepi
MCP Hub Claim
An Express server implementation of Model Context Protocol that allows websites…
81
Showing 45451–45500 of 45732 servers
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