MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7851
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7852
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7853
sparxHub
An advanced Model Context Protocol server for Make.com that enables intelligent…
B 70 55 78 65 18 80 97
7854
guangxiangdebizi
MySQL MCP Server Claim
Enables AI assistants to securely connect to and manage MySQL databases with su…
B 70 55 84 36 59 80 89
7855
ship24-official
ship24-tracking Claim 1
Track any parcel by tracking number — real-time status, event history, and carr…
B 70 55 72 100 N/A 29 83 48
7856
LeomaiaJr
WOL MCP Server Claim
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
B 70 55 76 51 53 82 84
7857
StevenGeller
LDK MCP Server Claim 1
Provides real-time Lightning Development Kit expertise for accelerating iOS Lig…
B 70 55 84 83 51 81 38
7858
daekeun-ml
Translates PowerPoint presentations while preserving formatting using Amazon Be…
B 70 55 72 36 70 81 93
7859
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 54 78 57 N/A 30 89 85
7860
dearlordylord
huly-mcp Claim 2
MCP server for Huly integration
B 70 54 57 56 65 83 92
7861
MIt9
ComfyUI Builder Claim
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, mode…
B 70 54 78 25 N/A 71 95 86
7862
tinytelly
Time MCP Server Claim
Provides current time and date information with timezone support and multiple f…
B 70 55 72 100 26 81 53
7863
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7864
AlanGreyjoy
Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…
B 70 55 72 70 26 80 92
7865
Shirshak-dugtal
Provides real-time Indian stock market analysis, including live price tracking,…
B 70 55 84 48 25 82 100
7866
dshanklin-bv
MCPizza - Enhanced Claim 1
An educational MCP server that enables users to browse Domino's menus, find cou…
B 70 55 84 58 25 74 99
7867
babicko
Enables AI assistants to interact with the Apollo.io API to search global datab…
B 70 55 78 61 26 81 95
7868
saoqixiaomm
Yuque MCP Server Claim
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
B 70 54 60 71 N/A 23 95 90
7869
pietz
MCP AppleScript Claim
Enables Large Language Models to automate macOS applications and execute AppleS…
B 70 54 54 62 N/A 41 95 95
7870
bigjeager
Bear App MCP Server Claim 1
A Model Context Protocol server that integrates with Bear App, enabling AI assi…
B 70 54 71 61 N/A 21 95 91
7871
arm
Arm MCP Server Claim
Official Arm MCP server for code migration, optimization, and Arm architecture …
B 70 54 78 36 N/A 58 90 87
7872
odgrim
MCP DateTime Claim 1
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
B 70 55 60 61 42 83 100
7873
shaunie2fly
Enables creation and management of professional email templates using MJML mark…
B 70 55 78 100 28 81 43
7874
RWAValueRouter
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
B 70 54 63 62 N/A 24 95 98
7875
ibbykhazanchi
Enables interaction with Athena Health's API for comprehensive healthcare pract…
B 70 55 78 61 16 81 99
7876
nobelk
random-number-server Claim 1
An MCP server that generates random numbers by using national weather data as e…
B 70 55 69 47 54 81 100
7877
samay58
Time MCP Claim 1
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
B 70 54 66 58 N/A 20 94 100
7878
Kailash-Sankar
PocketMCP Claim
A lightweight, local-first MCP server that automatically watches folders, chunk…
B 70 54 90 36 N/A 33 95 87
7879
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7880
kocierik
Consul MCP Server Claim 1
Provides access to Consul functionality (services, health checks, KV store, ses…
B 70 55 62 100 N/A 45 95 38
7881
Guepard-Corp
guepard-mcp-server Claim
B 70 54 78 61 N/A 25 84 88
7882
Omniscience-Labs
OMNI-MQTT-MCP Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 55 62 82 26 81 90
7883
ryddle
Dynamically converts any API with an OpenAPI v3 specification into MCP tools fo…
B 70 55 96 63 24 80 70
7884
trilogy-group
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-pa…
B 70 55 88 41 39 82 94
7885
expenselm
expenselm-mcp-server Claim 1
An MCP server that provides access to your expense data on ExpenseLM.
B 70 54 65 72 N/A 27 81 98
7886
danielklecha
Unofficial Powershell MCP server
B 70 54 74 38 N/A 73 87 81
7887
Dhananjay-2024
Oracle DB Context Claim
Provides contextual Oracle database schema information to AI assistants, enabli…
B 70 55 72 60 29 82 99
7888
orellazri
coda-mcp Claim 1
MCP server for [Coda](https://coda.io/)
B 70 55 39 72 73 80 93
7889
rakeshgangwar
Provides Formula One data and statistics through a Model Context Protocol inter…
B 70 55 78 100 46 78 35
7890
disruption-hub
payloadcmsmcp Claim 1
Payload CMS MCP Server
B 70 55 62 71 N/A 51 78 87 HT
7891
kurror
A server that enables communication with multiple unichat-based MCP servers sim…
B 70 55 84 61 20 81 89
7892
BadRooBot
Provides AI tools for generating project planning documents including technical…
B 70 55 72 68 23 81 96
7893
semihbugrasezer
Etsy SEO Generator Claim
Generates complete SEO-optimized Etsy product listings including titles, descri…
B 70 55 88 38 43 81 91
7894
livoras
A client-server browser automation solution that reduces HTML token usage by up…
B 70 55 72 67 28 81 90
7895
dvillegastech
Flutter MCP Service Claim 1
Provides advanced Flutter development tools via Model Context Protocol with fea…
B 70 55 84 57 25 80 91
7896
stefanspycher
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Cla…
B 70 54 78 56 N/A 16 90 99
7897
punkpeye
A Model Context Provider (MCP) server that exposes your automated API tools to …
B 70 55 78 70 26 76 86
7898
508364
Enables real-time weather queries for 400+ cities in China through the Senivers…
B 70 55 68 66 40 81 88
7899
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7900
varunreddy
SkillMesh Claim
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
B 70 54 72 42 59 92 85
Showing 7851–7900 of 47628 servers
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