MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4301
dstotijn
KNMI MCP Server Claim
Provides access to Dutch weather data (current conditions, forecasts, alerts, a…
B 75 54 72 65 N/A 38 95 97
4302
jasperket
Clanki Claim 2
An MCP server that enables AI assistants like Claude to interact with Anki flas…
B 75 55 79 100 N/A 47 95 38
4303
ciro-maciel
Enables AI assistants to interact with Self, a self-awareness framework that co…
B 75 55 88 60 47 82 92
4304
tao12345666333
Civo MCP Server Claim 1
An MCP server implementation that integrates with the Civo cloud platform API, …
B 75 55 69 61 73 81 95
4305
celeryhq
Simplified MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
B 75 55 77 68 59 81 87
4306
danielenricocahall
Lorcana MCP Claim 1
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
B 75 44 53 N/A N/A 55 95 96
4307
dweigend
joplin-mcp-server Claim 1
A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables n…
B 75 54 76 68 N/A 41 90 91
4308
n0zer0d4y
mercury-spec-ops Claim
Modular MCP server for dynamic prompt generation and software development analy…
B 75 54 90 22 N/A 77 92 96
4309
thypon
Enables semantic search through markdown documentation in code repositories usi…
B 75 54 90 60 N/A 21 95 94
4310
rishav-learnerml
Enables users to track personal expenses through natural language interactions …
B 75 66 78 66 89 26 81 100
4311
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 55 90 100 41 81 45
4312
SeeYangZhi
heroicons-mcp Claim
heroicons-mcp
B 75 55 70 70 54 83 93
4313
mrilikecoding
Clawmarks Claim
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
B 75 54 90 53 N/A 37 95 91
4314
jezweb
Provides seamless integration with NASA's public APIs, enabling AI assistants t…
B 75 55 78 63 54 80 99
4315
Cam10001110101
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
B 75 55 84 58 54 76 97
4316
markswendsen-code
GoodRx MCP Server Claim
Enables AI assistants to search for real-time prescription drug prices, find lo…
B 75 54 90 60 N/A 35 89 90
4317
Aceek
Provides observability for multi-agent workflows by tracking hierarchical task …
B 75 55 90 65 30 83 92
4318
translated
lara-mcp Claim 1
MCP Server for Lara Translate API, enabling powerful translation capabilities w…
B 75 55 57 73 64 87 99
4319
priyankark
lighthouse-mcp Claim 2
MCP server for Google Lighthouse performance metrics
B 75 55 75 100 N/A 60 90 39
4320
Njengah
Smart Docs MCP Server Claim 1
Enables intelligent analysis of codebases to generate comprehensive documentati…
B 75 55 80 100 N/A 45 95 40
4321
crewhaus
validation Claim 1
AI startup idea validation by a specialized 9-agent crew.
B 75 55 90 91 N/A 32 95 50
4322
heruujoko
Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, o…
B 75 55 90 67 28 81 96
4323
guido-marinho
MySQL MCP Server Claim
Provides read-only access to MySQL databases with automatic schema discovery an…
B 75 55 94 53 42 81 94
4324
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
4325
yihaoWang
Notion MCP Server Claim
Enables AI assistants to interact with Notion workspaces through the Notion API…
B 75 55 86 63 39 81 98
4326
upascal
A Zotero library management MCP server designed for Cloudflare Workers that ena…
B 75 55 70 71 51 80 99
4327
kdqed
zaturn Claim
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
B 75 54 64 65 N/A 54 90 100
4328
VetCoders
MCP Server Semgrep Claim 1
A Model Context Protocol compliant server that integrates Semgrep static analys…
B 75 55 90 100 56 81 34
4329
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 55 78 100 N/A 42 95 45
4330
growthbook
growthbook-mcp Claim 2
B 75 54 73 61 N/A 68 83 93
4331
markolive1501
Provides tools to monitor host system health including CPU load, disk usage, an…
B 75 54 94 56 N/A 27 87 99
4332
Lee-SiHyeon
mcp-server-3gpp Claim 2
Enables AI assistants to search and retrieve information from 3GPP specificatio…
B 75 55 72 100 50 76 68
4333
shifusen329
n8n-mcp Claim
A Python-based MCP server adapted from the n8n_agent project that implements a …
B 75 54 84 66 N/A 21 95 97
4334
niondigital
MoCo MCP Server Claim
Provides a Model Context Protocol interface to MoCo time tracking and project m…
B 75 55 78 83 43 81 78
4335
Hint-Services
MCP Trello Claim
Enables interaction with Trello boards through comprehensive card, list, and bo…
B 75 55 60 73 64 81 100
4336
aringad
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
B 75 54 62 75 N/A 45 95 96
4337
executeautomation
playwright-mcp-server Claim 3
An MCP server using Playwright for browser automation and webscrapping
B 75 55 75 83 N/A 70 100 42
4338
NOVA-3951
replit-mcp Claim 1
B 75 54 78 68 N/A 29 90 100
4339
antoniolg
Enables image generation and editing using Google Gemini AI with support for mu…
B 75 55 90 71 26 81 91
4340
ShunsukeHayashi
Enables comprehensive management of TyranoStudio visual novel projects includin…
B 75 54 88 47 N/A 51 95 90
4341
anyrxo
Proton Drive MCP Claim 2
A Model Context Protocol server that enables AI assistants to interact with Pro…
B 75 54 73 62 N/A 46 90 100
4342
Gorav22
TerminusAI Claim
Execute terminal commands locally or remotely via SSH with session persistence …
B 75 54 94 53 N/A 48 84 90
4343
conekta
Conekta MCP Server Claim
Enables interaction with the Conekta payment API to manage orders, customers, s…
B 75 55 60 82 34 95 96
4344
WhenMoon-afk
Save conversation state, resume work across sessions, and organize multiple sna…
B 75 54 78 53 N/A 56 95 92
4345
https-eduardo
Integrates with Clockify to manage time entries through natural language prompt…
B 75 55 88 65 38 78 95
4346
quequiere
perplexity-web-mcp Claim 2
An MCP server that enables AI assistants to perform web searches on Perplexity.…
B 75 55 61 100 N/A 67 95 49
4347
dynamicendpoints
Manage your Palo Alto firewalls effortlessly through their REST API. Retrieve s…
B 75 54 78 68 N/A 25 95 95
4348
port-labs
Port MCP Server Claim 1
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
B 75 55 63 72 71 82 88
4349 B 75 54 94 43 N/A 51 87 95
4350
mc-mario
Tandoor MCP Server Claim 1
Enables interaction with Tandoor recipe management system to create, manage, an…
B 75 55 100 63 25 80 92
Showing 4301–4350 of 45732 servers
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