MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31699
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65601
scmcphub
Enables querying celltype markers from CellMarker database using natural langua…
81
65602
Sceat
Enables AI agents to store, search, and recall semantic memories with three mem…
N/A N/A
65603
WAR10CK222
An MCP server that interfaces with the Creatomate API, turning LLMs into autono…
65604
vicagbasi
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
65605
mcclowes
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
65606
Pcw-Life
Provides a comprehensive suite of 56 tools for the management and automation of…
N/A N/A 95
65607
nivlewd1
MCP server for professional prompt engineering and agentic scaffolding, with cl…
65608
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
65609
Ekirapapaul
mcp Claim
Generate, audit, and maintain legal policies that match what your code actually…
65610
mrsimpson
An MCP server that guides AI assistants to navigate documentation using their b…
N/A N/A
65611
SA-GIMA
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
N/A N/A
65612
paisabrazilfl-cpu
Enables AI agents to create, schedule, and manage social media posts across 10 …
65613
fingersaiofficial
fingers Claim
The honest trust index for x402: check who you're paying before your agent pays.
65614
serhiizghama
viber-mcp Claim
MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, …
65615
sargonpiraev
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
65616
dcosodev
Multi-asset market intelligence MCP server that monitors cryptocurrency movemen…
65617
hyi
litcoin-mcp Claim
Enables querying the LitCoin knowledge graph for nodes, edges, and relationship…
N/A N/A
65618
llt22
Gives vision-less LLMs the ability to recognize clipboard screenshots and image…
N/A N/A
65619
chenwei791129
Enables AI assistants to control a browser for web automation tasks like naviga…
N/A N/A
65620
MuhDur
oraclemcp Claim
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (…
N/A N/A
65621
kevin-rieck
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
65622
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
65623
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
81
65624
thisis-romar
Enables fetching YouTube video transcripts with metadata, including timed capti…
65625
iamneilroberts
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
65626
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
N/A N/A 95
65627
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
65628
ia-qa
IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG …
81
65629
Sushegaad
iso27001-mcp Claim
ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and …
N/A N/A
65630
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
81
65631
Koreahwan
wraith-mcp Claim
An AI-native stealth browser MCP server that uses AI vision navigation and bot …
65632
Abidil98
A custom MCP server that provides high-level tools for controlling Shopmium and…
N/A N/A 95
65633
markhuangai
Dense Mem Claim
About Self-hosted AI agent memory server with MCP, evidence provenance, typed c…
65634
kavingas
Enables fetching current temperature for any city using the Open-Meteo API, req…
65635
DyanGalih
Repository-native, Git-reviewable memory extension for AI coding assistants to …
N/A N/A
65636
isatimur
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
N/A N/A
65637
SyedMuqaram
A static MCP server that helps AI models maintain tool context across chat sess…
N/A N/A 95
65638
tszaks
keynote-mcp Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
N/A N/A
65639
marcel-rbro
MCP Spa Claim
A hosted MCP server that provides AI agents with spa-like treatments (breathing…
65640
intent-driven-software
idf-mcp Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
N/A N/A
65641
peterhel
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
N/A N/A
65642
lihei12345
RunCue Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
N/A N/A
65643
hemantkamalakar
A production-ready MCP server that bridges physical sensor data with AI reasoni…
N/A N/A
65644
dogkeeper886
wpa-mcp Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
N/A N/A
65645
auckland-ai-collective
trundler Claim
A local MCP server for grocery shopping, enabling product search, specials, and…
N/A N/A
65646
FelipeDanielH
todo-hud-mcp Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
65647
momentum100
MCP server for integrating with SMS-Activate service, enabling phone number ope…
65648
yakumo123118
mumuai Claim
N/A N/A 95
65649
Barometer-2002
Wraps Flow2API / OpenAI-compatible image generation upstream into an MCP servic…
65650
universal-mcp
Enables sending emails and managing email delivery through Resend's API, allowi…
Showing 65601–65650 of 66301 servers