MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5401
LF112
Mermaid Validator MCP Claim 1
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
B 73 54 63 60 N/A 50 92 100
5402
lattmamb
mcp-use Claim
B 73 55 90 40 N/A 57 80 93
5403
OpenWorkspace-o1
AWS S3 MCP Server Claim
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
B 73 55 90 57 29 78 98
5404
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5405
AndreyVMarkelov
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
B 73 54 90 32 N/A 42 94 99
5406
jaimeferj
Enables semantic search and question-answering over uploaded documents using ve…
B 73 55 92 60 27 81 91
5407
hechtcarmel
Vertica MCP Server Claim
Enables AI assistants to query and explore Vertica databases through natural la…
B 73 55 84 63 38 80 93
5408
chatmcp
Query and summarize your chat messages with AI prompts.
B 73 54 96 52 N/A 26 90 86
5409
Macawls
Connect your Umami Analytics to any MCP client to derive insights from natural …
B 73 55 80 42 70 80 94
5410
lgradisar
Enables MCP clients like Claude to interact with Graphisoft Archicad through th…
B 73 54 86 40 N/A 43 95 97
5411
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5412
thuanpham582002
Tabby MCP Server Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 54 68 38 N/A 76 90 98
5413
derekalia
Enables AI assistants to manage scheduled social media posts and content automa…
B 73 55 66 82 N/A 28 95 84
5414
agent5ive
Enables MCP-compatible clients to interact with deployed Agent5ive agents as to…
B 73 55 80 100 47 81 42
5415
Cresium
Cresium MCP Server Claim
Enables AI tools to manage financial operations through the Cresium Partner API…
B 73 55 78 65 35 80 100
5416
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5417
VeritasActa
acta-mcp Claim
Contribute, challenge, verify, and query contestable public records on Veritas …
B 73 54 72 71 N/A 27 92 90
5418
abhishek2432001
deeprepo Claim
Productivity-boosting RAG engine for codebases with multi-provider AI support a…
B 73 54 72 41 N/A 61 95 96
5419
keeponfirst
Enables image generation using Gemini native models, supporting both single pro…
B 73 55 72 72 42 80 91
5420
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5421
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5422
colvint
An MCP server that provides access to personal financial data from Monarch Mone…
B 73 55 85 66 21 81 100
5423
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5424
asterixix
Provides tools for AI models to search and retrieve information from five major…
B 73 55 67 80 39 81 91
5425
JojoSlice
Enables LLMs to automatically analyze project structures, detect technologies, …
B 73 54 84 53 N/A 25 95 96
5426
silkyland
Senior Consult MCP Claim
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
B 73 55 78 57 48 81 99
5427
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5428
mastanley13
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
B 73 55 84 68 29 81 91
5429
tndfame
Enables AI agents to send messages, manage rich menus, and interact with users …
B 73 55 66 72 55 81 87
5430
greatSumini
Crawls Korean stock market data from Naver Finance, providing real-time informa…
B 73 55 66 62 56 83 99
5431
felipeadeildo
whatsapp-mcp Claim
WhatsApp Unofficial MCP Server
B 73 54 74 41 N/A 55 95 100
5432
GrahamMcBain
The world's first social network accessible only through AI coding agents, enab…
B 73 55 78 71 24 81 98
5433
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5434
Fabien-desablens
An MCP server that provides Google Search functionality with automatic API key …
B 73 55 73 73 37 81 91
5435
kirill-markin
Weaviate MCP Server Claim 1
A simple MCP server that facilitates website fetching through a configurable se…
B 73 55 94 31 60 82 98
5436
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5437
DaveDev42
Expo MCP Server Claim
Enables automated testing and development of Expo/React Native apps through ses…
B 73 54 78 60 N/A 38 84 97
5438
GreptimeTeam
greptimedb-mcp-server Claim 1
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE qu…
B 73 54 84 46 N/A 77 70 89
5439
seite-sh
seite Claim
AI-native static site generator with built-in MCP server and Claude Code integr…
B 73 55 90 20 74 84 99
5440
Quevin
MCP-DayOne Claim 1
A Message Control Protocol server that enables Claude Desktop and other applica…
B 73 54 74 60 N/A 43 90 94
5441
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5442
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5443
openSVM
solana mcp sever to enable solana rpc methods
B 73 54 86 36 N/A 61 95 87
5444
stefanjwojcik
Enables Claude to access and manage a travel company's customer data, trip hist…
B 73 54 78 58 N/A 21 95 100
5445
spartanui-wow
wow-api-mcp Claim 1
MCP server for World of Warcraft API data — functions, deprecations, enums, eve…
B 73 54 63 56 N/A 47 95 100
5446
jeffaf
kivv Claim
Automated arXiv research paper discovery and AI-powered summarization system th…
B 73 55 100 46 32 81 93
5447
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5448
FitoDomik
GitLab MCP Server Claim
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
B 73 55 86 68 21 81 93
5449
AayushBahukhandi
hackernews-mcp Claim 2
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
B 73 55 78 100 25 87 58
5450
nguyenxtan
Enables real-time system monitoring and automation through MCP protocol with SS…
B 73 55 78 68 40 81 91
Showing 5401–5450 of 46347 servers
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