MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29051
QuantOracle
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
F 30 35 10 0 81
29052
ybouane
Create videos from text prompts and optional reference images. Track progress a…
F 30 35 10 0 81
29053
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
F 30 35 10 0 81
29054
agonzalez
MCP Seeker Claim
Search hotels by city, state, country, or geolocation and explore detailed prop…
F 30 35 10 0 81
29055
citedy
Your AI-powered SEO content engine, accessible from any MCP-compatible client. …
F 30 35 10 0 81
29056
cronalert
CronAlert Claim
Manage uptime monitors, check results, and incidents from Claude. Create monito…
F 30 35 10 0 81
29057
powersun
MERX Claim
TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
F 30 35 10 0 81
29058
octomil
Octomil Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
F 30 35 10 0 81
29059 F 30 35 10 0 81
29060
indigoint
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
F 30 35 10 0 81
29061
node2flow
Telegram-bot Claim 1
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
F 30 35 10 0 81
29062
miroapp
Miro Claim
Official Miro MCP server - Supports context to code and creating diagrams, docs…
F 30 35 10 0 81
29063
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
29064
coupang-mcp
Coupang Claim
Search and browse products on Coupang to find competitive prices and daily disc…
F 30 35 10 0 81
29065
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
29066
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
F 30 35 10 0 81
29067
francofuji
Generate temporary email addresses to protect your primary inbox from spam when…
F 30 35 10 0 81
29068
net-service
xpoz Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
F 30 35 10 0 81
29069
agentidx
AgentIndex Claim
Discovery platform for AI agents. Find any AI agent by capability — search 20,0…
F 30 35 10 0 81
29070
frenexai
frenex.ai Claim
Participate in prediction markets and share analytical opinions to build credib…
F 30 35 10 0 81
29071
suleman-k
Generate and manage AI-powered project timelines and Gantt charts from plain-te…
F 30 35 10 0 81
29072
tnkng
A data conversion service that transforms between **16 formats, 240 conversion …
F 30 35 10 0 81
29073
tharuneshwar-s
Auditron Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
F 30 35 10 0 81
29074
TitanSneaker
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
F 30 35 10 0 81
29075
jamesmorgs14
Give your AI agent a body. Post real-world tasks such as deliveries, photogra…
F 30 35 10 0 81
29076
surp-renz
sekichi Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
F 30 35 10 0 81
29077
erniesg
Twin Persona Claim
Generate personas for testing and prototyping. Build from your connected accoun…
F 30 35 10 0 81
29078
danubeai
Danube AI Claim
Unified platform for AI tool discovery, execution, and integration across APIs …
F 30 35 10 0 81
29079
dp-pcs
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
F 29 34 3 4 81
29080
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
F 28 25 0 55
29081
Read-only MCP for identity resolution and write guardrails.
F 28 25 0 55
29082
mcp Claim 1
Clean, repair, and convert AI-generated Markdown to HTML/PDF/DOCX/PNG; save and…
F 28 25 0 55
29083
ezStats MCP Claim 1
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
F 28 25 0 55
29084 F 27 35 0 0 81
29085
Taru0208
Search 150M+ academic works, journals, and funders via Crossref API.
F 27 35 0 0 81
29086
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
29087
KISOpenAPI
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
F 27 35 0 0 81
29088
a0985344368-glitch
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
F 27 35 0 0 81
29089
achilliesbot
EP AgentIAM Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
F 27 35 0 0 81
29090
bundie
Bundie Claim
AI-powered DeFi yield routing. 13 tools + 5 prompts for yield discovery, risk a…
F 27 35 0 0 81
29091
lightbrushproject
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
F 27 35 0 0 81
29092
inistate
Inistate MCP Claim 1
MCP server for the Inistate platform: module discovery, entry management, and a…
F 27 35 0 0 81
29093
OrrisTech
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
F 27 35 0 0 81
29094
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
F 27 35 0 0 81
29095
genei
Genei Claim
Manage logistics operations by comparing shipping prices and creating shipments…
F 27 35 0 0 81
29096
onkernel
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
F 27 35 0 0 81
29097
chiaha-ai
ReliaSim Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
F 27 35 0 0 81
29098
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
29099
peterliu1212
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
F 27 35 0 0 81
29100
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
Showing 29051–29100 of 45235 servers
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