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
5351
BraveRam
Enables seamless integration with Backblaze B2 cloud storage for managing bucke…
B 73 55 72 72 43 81 93
5352
masseater
Enables AI models to manage n8n workflow automation through a standardized inte…
B 73 55 78 68 55 81 75
5353
huajibing
CHGIS MCP Server Claim
Enables querying of China Historical Geographic Information System (CHGIS) data…
B 73 55 80 68 26 81 98
5354
felipeadeildo
whatsapp-mcp Claim
WhatsApp Unofficial MCP Server
B 73 54 74 41 N/A 55 95 100
5355
Af7007
MCP Trader Server Claim
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
B 73 54 72 70 N/A 29 95 90
5356
nalmarshedy
Enables management of dental clinic appointments through full CRUD operations, …
B 73 54 86 48 N/A 30 95 95
5357
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
5358
karthiksuku
Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowi…
B 73 54 78 61 N/A 19 95 100
5359
JamesANZ
medical-mcp Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 54 55 63 N/A 59 90 100
5360
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5361
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 55 86 38 71 82 88
5362
j4sun
Garmin MCP Server Claim
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
B 73 55 84 68 21 81 97
5363
angrysky56
MCP-RoCQ Claim 2
MCP-RoCQ integrates with the Coq proof assistant to enable automated dependent …
B 73 54 86 57 N/A 37 90 85
5364
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 55 90 82 N/A 40 95 40
5365
hooker-dev
Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…
B 73 55 84 68 32 77 92
5366
kinhunt
mcpdog Claim 1
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers th…
B 73 54 94 31 N/A 55 90 90
5367
AndreyVMarkelov
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
B 73 54 90 32 N/A 42 94 99
5368
keeponfirst
Enables image generation using Gemini native models, supporting both single pro…
B 73 55 72 72 42 80 91
5369
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
5370
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5371
shanewwarren
MCP Zoom Recordings Claim 1
Enables users to list and manage Zoom cloud recordings through the Model Contex…
B 73 55 78 71 27 82 93
5372
shawndrake2
Enables access to U.S. Census Bureau data including demographics, population, i…
B 73 55 90 62 27 81 92
5373
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
5374
macacoai
Enables comprehensive browser automation and web interaction through Playwright…
B 73 54 72 65 N/A 34 95 90
5375
shayrylmae
Weather MCP Server Claim
Provides real-time, historical, and forecasted weather data for any location wo…
B 73 55 78 65 37 80 98
5376
mastanley13
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
B 73 55 84 68 29 81 91
5377
tanigami
mcp-server-perplexity Claim 1
Interacting with Perplexity API.
B 73 55 78 65 43 80 92
5378
offbeat-studio
Shioaji MCP Server Claim 3
An MCP server that provides standardized access to the SinoPac Securities Shioa…
B 73 55 71 100 62 80 46
5379
not-a-feature
Evo2 MCP Server Claim
Enables genomic sequence analysis through the Evo 2 model, supporting DNA seque…
B 73 55 84 38 68 83 93
5380
colvint
An MCP server that provides access to personal financial data from Monarch Mone…
B 73 55 85 66 21 81 100
5381
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5382
markacianfrani
MCP Notes Claim
A personal knowledge management system that transforms daily notes into organiz…
B 73 54 86 58 N/A 27 90 92
5383
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5384
henryhawke
Provides access to Wolfram Alpha's computational knowledge engine for mathemati…
B 73 55 84 100 23 81 58
5385
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5386
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5387
cruz-andr
otel-server Claim 2
MCP server for Docker container inspection and OpenTelemetry trace querying via…
B 73 66 85 80 31 69 81 96
5388
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
5389
tuckerschreiber
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
B 73 54 70 62 51 80 98
5390
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5391
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
5392
Whitemarmot
postbolt Claim
Publish to 13+ social media platforms from any AI agent via MCP.
B 73 54 60 70 N/A 55 80 98
5393
microcmsio
microCMS MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
B 73 55 57 68 72 81 93
5394
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5395
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5396
t3ta
SQL MCP Server Claim 1
A TypeScript implementation of a Model Context Protocol server that enables lan…
B 73 55 78 62 41 82 94
5397
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
5398
kmexnx
Invoice MCP Server Claim
Enables the generation of professional PDF invoices and their distribution via …
B 73 55 90 100 39 81 35
5399
LangGPT
Context MCP Server Claim 1
A Model Context Protocol server that provides web content fetching capabilities…
B 73 55 73 100 N/A 41 95 40
5400
GrahamMcBain
The world's first social network accessible only through AI coding agents, enab…
B 73 55 78 71 24 81 98
Showing 5351–5400 of 46347 servers
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