MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59051
rust84
Provides tools to query a local database of real-world Helm deployment examples…
N/A N/A
59052
pipeworx-io
MCP server that provides access to NOAA Tides & Currents data including tide pr…
59053
piebro
An MCP server to use the fal.ai APIs to generate images and videos.
59054
AlwaysSany
A FastAPI application that hosts multiple MCP servers for weather, news, curren…
59055
geuneda
Enables AI assistants to interact with Unity Editor, managing scenes, game obje…
N/A N/A
59056
AgentsID-dev
MCP server that protects shell, file, database, git, and HTTP operations with p…
N/A N/A
59057
higebu
Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…
59058
sarmakska
Production-ready MCP server starter with authentication, observability, and a p…
59059
gvnrdev
Gvnr Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
59060
cdonoyan
shuka Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
N/A N/A 83
59061
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
N/A N/A
59062
theYahia
paymongo-mcp Claim
MCP server for PayMongo payment gateway (Philippines). Supports payment intents…
59063
PlatAid
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
59064
damieng
ZX84 Claim
An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
59065
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
N/A N/A 95
59066
lesleslie
neo4j-mcp Claim
MCP server for Neo4j graph database operations, enabling Cypher queries, node/r…
59067
shameelcinemagics
Trello MCP Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
N/A N/A
59068
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
59069
briangaoo
totem Claim
Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
N/A N/A
59070
ammar-rcyber
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
81
59071
ivyyy0601
Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …
N/A N/A
59072
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
59073
RicardoSantos
mcp-fsolar Claim
MCP server that connects to Felicity Solar cloud battery data, allowing natural…
59074
Rumblingb
Immutable audit trail for agent-to-agent interactions
N/A N/A
59075
carbonstop-hub
MCP server enabling AI assistants to automatically perform carbon footprint mod…
59076
keeganthewhi
Adversarial review system that spawns three independent contrarian reviewers to…
N/A N/A
59077
Poechant
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
N/A N/A
59078
datakoot
US Federal Register for AI agents: rules, notices and executive orders. No API …
59079
connectmachine
Manage your ConnectMachine contacts, networks, events, and digital business car…
59080
Goran-Arsov
Fresh Jots Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
59081
mambalabsdev
Find people at a company by role, seniority and department, with verified busin…
N/A N/A
59082
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
N/A N/A
59083
songyb1998
Enables automation of Thermo Scientific Amira-Avizo on Windows by discovering, …
N/A N/A
59084
LawGraphLM
AusLaw MCP Claim
Enables users to search and retrieve Australian legislation and case law with f…
N/A N/A 95
59085
jeremie-lesage
Enables to manage Zimbra emails, tags, calendar, and contacts through natural l…
59086
Crocodile-beep
Connects AI agents to Telegram via the official TDLib library, enabling tools l…
N/A N/A
59087
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
N/A N/A 95
59088
jobyap
Search job postings aggregated from companies' careers sites, plus each job's d…
59089
togo-framework
The public MCP server for togo — docs, the plugin marketplace, and plugin submi…
59090
ragalgo
mcp-server Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
N/A N/A 95
59091
tendem-mcp Claim 1
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
N/A N/A 69
59092
CSOAI-ORG
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
N/A N/A
59093
batoorsayed
morgen-mcp Claim
Enables AI clients to fetch and list calendar events from Morgen, supporting en…
N/A N/A
59094
gocallum
A production-ready MCP server with OAuth 2.1 authentication, enabling authentic…
59095
lazymac2x
Cloudflare Workers MCP server: embedding-search
59096 N/A N/A 95
59097
yauhen-l
Text2Event Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
59098
Lokesh-2025
Enables natural language interaction with Stripe accounts to query customers, r…
59099
getfacade
GetFacade Claim
Designs a real house exterior on its own photo, prices it line by line and docu…
N/A N/A
59100
datakoot
Domain & company intel for AI agents: RDAP, DNS, email deliverability, tech sta…
Showing 59051–59100 of 66484 servers