MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
29988
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28951
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
28952 F 30 35 10 0 81
28953
waldzellai
[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smi…
F 30 35 10 0 81
28954
chainflip-broker
A remote MCP server that enables AI agents to perform cross-chain cryptocurrenc…
F 30 35 10 0 81
28955
one-source
# @one-source/mcp Unified MCP server for [OneSource](https://docs.onesource.io…
F 30 35 10 0 81
28956
socialapi
SocialAPI gives AI agents a single MCP server to read and respond to every soci…
F 30 35 10 0 81
28957
suleman-k
AI project timelines & Gantt charts, plus enterprise resourcing, capacity & wee…
F 30 35 10 0 81
28958
wtf-just-happened
Analyze significant price movements in US stocks to provide clear explanations …
F 30 35 10 0 81
28959
FaresYoussef94
A fully managed remote MCP server that provides up-to-date documentation, code …
F 30 35 10 0 81
28960
propertyscoop
property-api Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
F 30 35 10 0 81
28961
peerpush
PeerPush MCP Claim
PeerPush MCP helps you discover relevant tools, compare alternatives, and stay …
F 30 35 10 0 81
28962
mesquared
Check how visible a business website is to AI search engines like ChatGPT, Perp…
F 30 35 10 0 81
28963
jessesorsa
Omnier Claim
Omnier is a CRM built for AI agents.
F 30 35 10 0 81
28964
apify
Apify Claim
Apify is the world's largest marketplace of tools for web scraping, data extrac…
F 30 35 10 0 81
28965
plainmarkdown
Converts web page URLs into clean, structured Markdown or plain text optimized …
F 30 35 10 0 81
28966
catchdoms
MCP server for searching 40,000+ daily expired and auction domains from 12 plat…
F 30 35 10 0 81
28967
agent-safe-email
A suite of MCP tools that scan every message, image, and video your AI agent ha…
F 30 35 10 0 81
28968
appdeploy
AppDeploy Claim
AppDeploy lets you deploy real web apps directly from ChatGPT or Claude and get…
F 30 35 10 0 81
28969
miroapp
Miro Claim
Official Miro MCP server - Supports context to code and creating diagrams, docs…
F 30 35 10 0 81
28970
nwokikeonyeka
# Flet MCP Server [![PyPI Version](https://img.shields.io/pypi/v/flet-mcp-serv…
F 30 35 10 0 81
28971
dynamycsound
Analyze domain infrastructure by performing comprehensive DNS, WHOIS, and secur…
F 30 35 10 0 81
28972
ezbiz-services
EzBiz SEO Claim
Improve search engine rankings by researching keywords and analyzing search res…
F 30 35 10 0 81
28973
chadbot0x
9 MCP tools for AI agents: real-time crypto prices (Chainlink + Binance), Polym…
F 30 35 10 0 81
28974
onrelay
Relay Claim
Cross-AI memory sync for coding tools. Relay keeps project context — decisions,…
F 30 35 10 0 81
28975
MHNCity
YOLO auto-detects faces for image/video anonymization; face-only blur, body and…
F 30 35 10 0 81
28976
finance-district
Manage cryptocurrency portfolios across multiple blockchains through integrated…
F 30 35 10 0 81
28977
imviky-zzzr
Real-time status, pricing, and inference latency for 90+ AI tools. Agent-report…
F 30 35 10 0 81
28978
glassnode
Glassnode Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
F 30 35 10 0 81
28979
vinodkrishnan92
Explore an agent's capabilities, configuration, and profile details. Fetch back…
F 30 35 10 0 81
28980
wzrd
Analyze AI attention markets and track velocity oracle feeds for software platf…
F 30 35 10 0 81
28981
ncosic
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
F 30 35 10 0 81
28982
tharuneshwar-s
Auditron Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
F 30 35 10 0 81
28983
MaciejCoinAPI
All the server endpoints for API Bricks CoinAPI and FinFeedAPI products
F 30 35 10 0 81
28984
lexsocket
mcp-ted Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
F 30 35 10 0 81
28985
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
28986
omega-memory
core Claim
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
F 30 35 10 0 81
28987
axel-belfort
Email verification API for AI agents. Validate any email address in real-time w…
F 30 35 10 0 81
28988
sidearmdrm
Sidearm Claim
Protect media using watermarking, content disruption, and adversarial hardening…
F 30 35 10 0 81
28989
prereason
PreReason Claim
Financial context your AI actually understands. Your agent stops guessing. Num…
F 30 35 10 0 81
28990
found402
Hosts agent-card.json files for businesses who can't serve them from their own …
F 30 35 10 0 81
28991
paracetamol951
# Kash MCP Server — Official Integration > **Connect your Kash business to Cla…
F 30 35 10 0 81
28992
gastronomic-desk
DagPipe Claim
Creates robust workflows directly from natural language instructions. Streamlin…
F 30 35 10 0 81
28993
viktorboyko528
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
F 30 35 10 0 81
28994
mymedi-ai
# MedCode Oracle — Healthcare API for AI agents License-free medical coding, p…
F 30 35 10 0 81
28995
InstaPods
InstaPods Claim
Deploy and manage cloud servers from AI agents. Create pods, push code, run com…
F 30 35 10 0 81
28996
statsreceipt
# 🧾 StatsReceipt Creator Receipt Engine Generate high-impact, aesthetic receipt…
F 30 35 10 0 81
28997
HUMANIFIED
Intelligent orchestration layer for research queries - auto-routes to optimal T…
F 30 35 10 0 81
28998
node2flow
SQLite Remote Claim 1
MCP server for remote SQLite databases via Turso/libSQL. - 15 tools for query, …
F 30 35 10 0 81
28999
duna-spice-skay
proof Claim
# Proof Code-validated pattern intelligence from pydantic-ai's actual sou…
F 30 35 10 0 81
29000
NutriBalance
Free nutrition tools for AI assistants — calculate TDEE & personalised macr…
F 30 35 10 0 81
Showing 28951–29000 of 61045 servers
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