MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
29988
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28901
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
28902
mindsightventures
trading Claim
AI-powered trading strategy development: backtesting, market data, and portfoli…
F 30 35 10 0 81
28903
sincetomorrow
The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 d…
F 30 35 10 0 81
28904
propertyscoop
property-api Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
F 30 35 10 0 81
28905
tradingcalc
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
F 30 35 10 0 81
28906
ComposioHQ
rube Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
F 30 35 10 0 81
28907
xiaobenyang-com
Convert markdown into polished Notion pages while preserving structure and form…
F 30 35 10 0 81
28908
verifiedstate
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
F 30 35 10 0 81
28909
OjasKord
Classify products to official HS codes and validate supplier codes before custo…
F 30 24 0 61
28910
analog
Analog Claim
Access and analyze real-time geographic sensor data across various global locat…
F 30 35 10 0 81
28911
rdowty
Newsmind Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
F 30 35 10 0 81
28912
iamtsoftware
promolink Claim
Music promo platform: email campaigns, Instagram DMs, Spotify discovery, SmartL…
F 30 35 10 0 81
28913 F 30 35 10 0 81
28914
paracetamol951
# Kash MCP Server — Official Integration > **Connect your Kash business to Cla…
F 30 35 10 0 81
28915
fuddyduddy
Kyrgyz News Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
F 30 35 10 0 81
28916
ing-christopherleon
Rastreador de precios para Mercado Libre Mexico. 120K+ productos con historial …
F 30 35 10 0 81
28917
node2flow
Gmail Claim
Manage your Gmail inbox � send and read emails, organize with labels, manage dr…
F 30 35 10 0 81
28918
fabsforward2-zhoi
sbb-mcp Claim
Independent MCP server by swisstrip for Swiss Federal Railways (SBB/CFF/FFS) — …
F 30 35 10 0 81
28919
openclaw-ai
Create harmonious color palettes based on theory and convert colors between for…
F 30 35 10 0 81
28920
versedb
versedb-mcp Claim
Comic book database — search comics, creators, characters, and manage your coll…
F 30 35 10 0 81
28921
saberapp
Saber Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
F 30 35 10 0 81
28922
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 35 10 0 81
28923
jhongjun1981
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
F 30 35 10 0 81
28924
dashev88
Converts complex information between diverse formats including JSON, CSV, PDF, …
F 30 35 10 0 81
28925
temporal-cortex
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
F 30 35 10 0 81
28926
HUMANIFIED
Conducts deep, structured research using a specialized 7-step methodology to en…
F 30 35 10 0 81
28927
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
F 30 35 10 0 81
28928
kontakt-qy0g
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
F 30 35 10 0 81
28929
securityscan-api
SecurityScan Claim
Scans GitHub repositories and skills for vulnerabilities like prompt injection,…
F 30 35 10 0 81
28930
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
F 30 35 10 0 81
28931
acedatacloud-mcp
mcp-shorturl Claim
F 30 35 10 0 81
28932
datadigital
Card Catalog Claim
Authenticate identities and earn professional certification badges through tier…
F 30 35 10 0 81
28933
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
28934
trackingtime
Query time entries, projects, tasks, and team productivity data from any AI ass…
F 30 35 10 0 81
28935
kishvisamadd
vsf-club Claim
F 30 35 10 0 81
28936 F 30 35 10 0 81
28937
letsclarify
Your AI agent creates a form via API — one recipient for a quick approval, or t…
F 30 35 10 0 81
28938
ybouane
Create videos from text prompts and optional reference images. Track progress a…
F 30 35 10 0 81
28939
cookiy-ai
Cookiy Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
F 30 35 10 0 81
28940
agility
mcp-server Claim 1
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
F 30 35 10 0 81
28941
cameronapak
Bible MCP Claim
Get Scripture from the Bible using Bible MCP. Thank you to AO Lab for the Fre…
F 30 35 10 0 81
28942
instapods
InstaPods Claim
Manage cloud deployments and application hosting environments. Execute shell co…
F 30 35 10 0 81
28943
emmanuel
weatherdemo Claim
Access authoritative U.S. weather alerts, forecasts, radar, and observations fr…
F 30 35 10 0 81
28944
kontrollfeld
beleg.bot Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
F 30 35 10 0 81
28945
smithery-ai
Flash Claim
Run a task with a background agent in a sandboxed container. The agent can read…
F 30 35 10 0 81
28946
oracle42
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
F 30 35 10 0 81
28947
node2flow
Telegram-bot Claim 1
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
F 30 35 10 0 81
28948
penfield
Penfield Claim
Manages long-term memory and cognitive state to enable personalized and consist…
F 30 35 10 0 81
28949
peachai
Peach AI MCP is an MCP to manage templates, chatbots and messaging using WhatsA…
F 30 35 10 0 81
28950 F 30 35 10 0 81
Showing 28901–28950 of 61045 servers
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