MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10351
FallenAngels520
Provides access to GeoGebra's mathematical computation, geometry construction, …
C 65 55 78 37 21 81 100
10352
gotalab
A server that enables executing and validating SQL queries against Google BigQu…
C 65 55 60 100 20 81 47
10353
hiono
MCP-CMake Claim
A Gradio-based MCP server for comprehensive CMake project management that enabl…
C 65 55 62 56 35 81 88
10354
worbsmse1029-cpu
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 54 66 65 N/A 27 95 58
10355
sakebomb
Early MCP Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 55 68 38 30 82 100
10356
readwiseio
Readwise MCP Claim
A local Model Context Protocol server that connects LLM clients (like Claude) t…
C 65 55 54 82 N/A 68 95 25
10357
kimjungyeol
A server implementation for the Model Context Protocol (MCP) that allows Claude…
C 65 54 72 58 N/A 23 95 63
10358
Kiruthick7
Enables publishing blog posts directly to Dev.to through the Model Context Prot…
C 65 54 56 40 N/A 42 95 92
10359
putchom
v0 MCP Server Claim
Enables generating web application prototypes from natural language requirement…
C 65 55 84 66 21 81 54
10360
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10361
GalvinGao
A Model Context Protocol server that enables users to manage translations for t…
C 65 55 63 48 43 80 91
10362
fnlearner
Fetches and structures Ant Design v4 component documentation into JSON format, …
C 65 54 42 51 N/A 46 95 94
10363
Sunwood-ai-labs
This TypeScript-based MCP server enables users to manage and summarize text not…
C 65 55 78 67 21 80 66
10364
EdgeworthHitbox
Provides access to Colorado Division of Water Resources data including surface …
C 65 55 72 56 25 81 82
10365
Sasuke-inu
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
C 65 55 72 35 40 81 93
10366
rang501
speclib-mcp Claim 1
An MCP server that enables AI agents to search, discover, and retrieve technica…
C 65 55 45 71 35 80 94
10367
derekalia
fal Claim 1
MCP server for interacting with fal.ai models and services. Uses the latest str…
C 65 55 63 43 41 81 94
10368
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
10369
Pranesh-2005
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
C 65 55 60 58 16 81 99
10370
CyprianFusi
Provides retrieval-augmented generation (RAG) capabilities by ingesting various…
C 65 55 72 31 43 81 96
10371
WoodsGao
Trade MCP Server Claim
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
C 65 55 72 50 25 81 87
10372
LelonDelonMelon
DiagramMCP Claim
Enables the dynamic generation of various software development diagrams, such a…
C 65 55 72 56 16 81 90
10373
GBcui
Horoscope MCP Server Claim 1
A Model Context Protocol server that provides daily horoscope readings and fort…
C 65 55 39 61 49 82 100
10374
functicons
A backend service that provides accurate arithmetic calculation capabilities to…
C 65 55 66 43 34 81 96
10375
gigachadtrey
mcp Claim
C 65 54 54 51 N/A 22 90 100
10376
wwwzhouhui
Mermaid MCP Server Claim 1
A Model Context Protocol server that converts Mermaid diagram code into various…
C 65 55 39 82 44 81 80
10377
pinzonjulian
Turbo Docs MCP Server Claim 2
An MCP server that provides access to up-to-date Turbo JS documentation through…
C 65 55 45 87 N/A 21 95 65
10378
abilashraghuram
Enables users to retrieve jokes from various categories including Chuck Norris …
C 65 55 48 57 41 81 100
10379
appricos
mcp-pushinator Claim
Pushinator MCP lets you send push notifications to your devices from your LLM-p…
C 65 55 54 62 41 76 91
10380
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10381
nghiahsgs
An MCP server that enables AI agents to control a real Google Chrome instance u…
C 65 54 39 62 N/A 37 87 99
10382
BACH-AI-Tools
Enables AI agents to access real-time Binance cryptocurrency market data includ…
C 65 55 68 82 52 81 33
10383
Nithishkaranam2002
FinRAG-MCP Claim
Enables secure role-based querying of company documents across different depart…
C 65 55 44 72 24 81 98
10384
leejersey
Hexo Blog MCP Server Claim 1
Enables AI clients to manage Hexo blogs by providing tools for article CRUD ope…
C 65 54 54 56 N/A 35 90 86
10385
burnshall-ui
SovietRepublic-MCP Claim 2
An MCP server that exposes live game data from Workers & Resources: Soviet Repu…
C 65 54 75 31 N/A 27 90 95
10386
linxule
MCP Music Studio Claim
Two-mode creative music studio for AI: scored composition (ABC notation with sh…
C 65 54 84 0 55 92 95
10387
liyue1000
Enables secure execution of penetration testing commands on Kali Linux through …
C 65 54 72 61 N/A 24 95 58
10388
kokoa-tools
Enables users to search and retrieve merit records and achievement documents of…
C 65 54 72 61 N/A 26 92 60
10389
pgiles
Enables weather lookups, mathematical calculations, and context-aware operation…
C 65 55 60 57 18 81 99
10390
browsercat
A Model Context Protocol server that provides browser automation capabilities u…
C 65 55 57 66 21 74 99
10391
mikkelkrogsholm
Enables AI assistants to fetch, index, and perform semantic RAG-based searches …
C 65 54 60 42 N/A 27 95 96
10392
pkgxdev
pkgx MCP Claim 1
A Model Context Protocol server that allows AI to run any Open Source tool via …
C 65 54 47 56 N/A 32 95 90
10393
jamiesonio
Provides a Model Context Protocol server implementation that allows AI agents a…
C 65 55 64 43 40 82 93
10394
Douglas-PC
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
C 65 54 48 65 N/A 26 95 85
10395
w2xi
ECharts MCP Server Claim 1
A Model Context Protocol server that generates beautiful chart images from ECha…
C 65 54 51 56 N/A 28 95 90
10396
Muhammadaffan05
MCP Crash Course Claim
A Python-based MCP (Model Context Protocol) server that enables weather alerts …
C 65 54 78 30 N/A 18 90 100
10397
lordbasilaiassistant-sudo
base-price-oracle-mcp Claim 2
MCP server for real-time token prices on Base from on-chain DEX pools.
C 65 55 51 100 N/A 34 95 33
10398
kpetrovsky
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
C 65 54 60 38 N/A 45 95 86
10399
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10400
gustavodetoni
MCP Issue Claim
Enables automatic GitHub issue creation from Git diffs. Generates structured is…
C 65 55 60 63 19 81 91
Showing 10351–10400 of 49876 servers
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