MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50651
babasida246
Intelligent multi-model orchestrator with dynamic routing that optimizes AI cos…
81
50652
kuba2290
Enables AI assistants to manage RetellAI voice services including calls, agents…
50653
devzspy
A Model Context Protocol server for Discourse forums, extended with review queu…
50654
Abhishekv87bit
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
N/A N/A 95
50655
defrex
Provides database schema management, query execution, and schema introspection …
N/A N/A
50656
robbrad
Enables AI assistants to control Home Assistant devices and services through th…
81
50657
ampulex-23
KommoMCP Claim
AI-powered CRM assistant for Kommo/amoCRM that provides natural language manage…
50658
wiserautomation
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
N/A N/A 83
50659
forgesworn
402-mcp Claim
AI agents discover, pay for, and consume any Lightning-gated API autonomously
N/A N/A 95
50660
dabhivijay2478
# Better Auth MCP Server [![smithery badge](https://smithery.ai/badge/@dabhivi…
N/A N/A 95
50661
jimingyuan7
wechat-mcp Claim
An MCP server for sending and receiving WeChat messages, built on Tencent's iLi…
50662
LogicSquare-1996
Enables querying MongoDB collections from the Drivio application using Mongoose…
N/A N/A
50663
guptaprakhariitr
Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, provi…
50664
shawnho1018
Enables generating GCP architecture, sequence, flow, and class diagrams using n…
N/A N/A
50665
nikmaniatis
Enables natural language control of Pure Data patches through Claude AI, allowi…
N/A N/A
50666
amamparo
ableton-mcp Claim
MCP server for controlling Ableton Live, enabling AI assistants to interact wit…
N/A N/A
50667
hugobiais
Integrates Wordware deployed flows as tools usable within Claude conversations …
50668
brigsd
An MCP server that translates user messages from Portuguese to English and Clau…
N/A N/A
50669
mgreen27
A proof-of-concept MCP bridge that exposes Velociraptor's forensic triage tools…
N/A N/A
50670
TemidireAdesiji
An MCP server that exposes core Azure services as read-mostly tools any MCP cli…
50671
cmungall
noctua Claim
N/A N/A 95
50672
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
50673
auckland-ai-collective
trundler Claim
A local MCP server for grocery shopping, enabling product search, specials, and…
N/A N/A
50674
lubo3395
Provides a set of MCP tools to let AI assistants like Claude, Cursor, and VS Co…
N/A N/A
50675
cyanheads
Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…
N/A N/A
50676
NETWORK101
Enables users to interact with PostgreSQL databases through natural language, w…
50677
dawa
A proof-of-concept MCP server implementing OAuth 2.1 authorization with CIMD cl…
N/A N/A
50678
naveenayalla1-CS50
Plug-and-play MCP server toolkit with semantic code search, natural language da…
50679
nexiantechnology697531971
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
50680
DGOnlineCode
Medicare rates, hospital quality, and dispute scenarios from six federal public…
50681
llamakko
Enables searching, reading, and listing pages from the official chezmoi documen…
N/A N/A
50682
cwoodcox
pvwatts-mcp Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
50683
pipeworx-io
Enables AI agents to access Product Hunt data via GraphQL API, including posts,…
50684
rafael-castelo
Enables image processing tasks such as resizing, compressing, converting format…
N/A N/A
50685
yeeking
An MCP server that lets language models interact with the Reaper DAW
N/A N/A
50686
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
81
50687
surendranb
Transforms raw Google Search Console signals into actionable marketing insights…
50688
SikamikanikoBG
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
N/A N/A
50689
lokranjanp
Garmin MCP Claim
MCP server that exposes Garmin Connect health and activity data (steps, sleep, …
50690
ihiteshgupta
Enables reading, sending, searching, and managing Gmail through Claude using th…
N/A N/A
50691
neil-zielsdorf
tbird-mcp Claim
Reads and searches Thunderbird mail from local mbox files and sends mail via SM…
N/A N/A
50692
Manavarya09
Enables AI agents to detect, classify, explain, and ethically redesign dark pat…
N/A N/A
50693
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
50694
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
50695
18abhi89
Enables AI-powered analysis of exceptions using vector similarity search and Az…
N/A N/A
50696
danishashko
SEC EDGAR Claim
SEC EDGAR filings (10-K, 10-Q, 8-K), XBRL financials, and full-text filing sear…
N/A N/A
50697
the-syz
Automates Ansys Fluent simulation workflows, enabling environment checks, case …
N/A N/A
50698
gallardo.kevin0
my-project Claim
N/A N/A 95
50699
scottyphillips
Provides offline access to Wikipedia and other ZIM content through a local Kiwi…
N/A N/A
50700
chrischall
onehome-mcp Claim
OneHome (CoreLogic) real-estate access for Claude — search, property details, p…
N/A N/A
Showing 50651–50700 of 67226 servers