MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52801
chemagents
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
52802
artkrsk
MCP server for the Envato Market API that provides AI agents with purchase veri…
N/A N/A
52803
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
52804
junter1989k-ai
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
52805
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
52806
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
67
52807
cbotworks
Hevy MCP Pro Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
52808
AIHomeDesign
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
52809
junter1989k-ai
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
52810
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
52811
HypnoLabs-io
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
52812
lazymac2x
Cloudflare Workers MCP server: font-metadata
52813
Syfer-web
krexel-mcp Claim
MCP server for Krexel — ship and edit websites from any AI assistant that speak…
N/A N/A
52814
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
52815
luckyxpw
Enables access to the CSMAR financial database via MCP, providing tools for que…
52816
vaquarkhan
MCP-Bastion Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
N/A N/A 95
52817
happyis
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
81
52818
GhostlyGawd
codeweb Claim
Your agents break less code and burn fewer tokens — a deterministic call graph …
N/A N/A
52819
nickw409
Enables Claude Desktop to scan, analyze, and track job postings from Hacker New…
N/A N/A
52820
Artexis10
Exomem Claim
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory…
N/A N/A
52821
Latimer-Woods-Tech
MysticAPI Claim
Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL …
52822
SaltfishSheep
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
N/A N/A
52823
CtrlAltAdapt
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A
52824
Lasitha-Jayawardana
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
52825
mambalabsdev
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
N/A N/A
52826
brasil-mcp
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
N/A N/A
52827
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
N/A N/A 95
52828
advisorfinder
Search, verify, and profile SEC-registered investment advisers. Powered by live…
N/A N/A 95
52829
YawLabs
Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…
52830
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
52831
TatarchenkovAndrey
shopee-mcp Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
52832
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
52833
synergyai-os
ProductBrain Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
N/A N/A
52834
photon-hq
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
52835
wallet-io
keygenix-mcp Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
52836
CSOAI-ORG
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
N/A N/A 95
52837
JaimeJunr
MCP server that lets any agent or MCP host delegate tasks to Claude Code runnin…
N/A N/A
52838
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
52839
mpazaryna
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
N/A N/A 95
52840
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
52841
NaveenSharma
anzsco-mcp Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
52842
sanchez314c
agent-nero Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
N/A N/A
52843
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
52844
shyamgsundhar
An AI-powered travel planning assistant that fetches live weather, generates pa…
52845
rick001
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
N/A N/A
52846
haydary1986
fleet-mcp Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
52847
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
52848
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
N/A N/A
52849
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
52850
Baneado98
Catch AI-hallucinated (slopsquatted) npm imports in generated code before npm i…
N/A N/A 95
Showing 52801–52850 of 67226 servers