MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16001
eyaab
CV Resume Builder MCP Claim 1 2
Automatically generates and updates CVs/resumes by aggregating data from git co…
F 25 54 90 53 N/A 46 90 92
16002
quiloos39
anyapi-mcp-server Claim 1
A universal MCP server that connects any REST API to AI assistants via OpenAPI …
F 25 55 94 73 47 80 87
16003
unionai-oss
Union MCP Claim 2 3
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
F 25 54 27 45 N/A 48 84 91
16004
andycufari
Portero Claim 1 2
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
F 25 55 78 43 48 80 92
16005
smith
cursor-otel Claim 1 2
An MCP server that instruments Cursor AI agent interactions with OpenTelemetry …
F 25 54 75 53 N/A 53 92 91
16006
omar2001ramadan
Maple Claim 1
Maple is a unified MCP server for agent observability, safety control, and beha…
F 25 55 78 71 37 77 92
16007
augmentedivan
Fabric MCP Server Claim 2 4
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
F 25 55 75 83 N/A 44 87 43
16008
khaoss85
arvo-mcp Claim 1 2
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
F 25 55 94 65 58 82 93
16009
uzirthapa
Enables users to search for geographic locations and visualize them on an inter…
F 25 55 66 62 32 80 94
16010
albertshao
Wiki MCP Server Claim 1 2
An MCP Server implementation that enables managing Confluence wiki pages throug…
F 25 55 45 52 18 77 93
16011
jlwainwright
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 55 72 41 40 76 91
16012
oshimayoan
Tokopedia MCP Server Claim 1
Enables AI assistants to search for products and manage order history on Tokope…
F 25 55 76 70 26 80 89
16013
sevalla-hosting
mcp Claim 1
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
F 25 55 90 10 74 70 89
16014
Komorebi-yaodong
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
F 25 55 84 62 50 78 99
16015
clssck
Dataiku MCP Claim 1 2
MCP server for Dataiku DSS project, flow, and operations APIs.
F 25 54 65 68 N/A 86 77 86
16016
jwbb903
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
F 25 55 66 68 49 78 83
16017
TarminaRX
req-mcp-server Claim 1
A Bun-based MCP server providing a persistent HTTP request toolset for testing …
F 25 55 66 68 27 76 99
16018
Rainmen-xia
Chrome Debug MCP Server Claim 1 3
A Model Context Protocol server that connects to Chrome debugging ports, enabli…
F 25 54 69 53 N/A 40 90 94
16019
oscarsterling
clelp-mcp-server Claim 1 2
Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with commun…
F 25 55 90 76 N/A 59 80 95
16020
tHeMaskedMan981
Enables access to Network School Luma calendar events through Claude Desktop. A…
F 25 55 78 56 26 78 100
16021
hrs-asano
Claude MCP Trello Claim 1 3
A Model Context Protocol server that provides tools for interacting with Trello…
F 25 55 75 66 54 80 100
16022
nikolausm
n8n MCP Server Claim 1 2
Enables AI assistants to interact with n8n workflow automation instances throug…
F 25 66 90 68 0 42 78 97
16023
proxy-intell
This MCP server searches Google's public ads database and uses AI to analyze ad…
F 25 55 72 0 43 78 96
16024
AgentPact
ClawPact MCP Server Claim 1
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
F 25 55 72 0 32 71 97
16025
ekkyarmandi
ticktick-mcp Claim 1 2
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's AP…
F 25 55 62 30 45 76 95
16026
zhigang1992
telegram-mcp Claim 1 2
An MCP server that enables interaction with Telegram to send, read, and search …
F 25 54 63 68 N/A 53 89 100
16027
jorgenclaw
nostr-mcp-server Claim 1
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
F 25 66 96 80 94 69 76 92
16028
Nexo-Agent
PlotMCP Server Claim 2 3
An MCP server that enables LLMs to generate high-quality SVG charts using matpl…
F 25 55 45 50 27 80 91
16029
petems
GenZ MCP Server Claim 1 2
A streamlined MCP server that provides essential AI-powered tools for interacti…
F 25 55 84 68 30 80 40
16030
gkgaurav31
MCP Terminal Tool Server Claim 2 3
An MCP server that enables users to execute arbitrary shell commands on their l…
F 25 54 27 22 N/A 21 75 96
16031
AaroYazilim
AARO ERP MCP Server Claim 2 5
A Model Context Protocol server that enables Claude Desktop integration with AA…
F 25 55 45 100 49 74 40
16032
honeybluesky
A simple MCP server that recalls and saves memories from and to Apple Notes.
F 25 54 100 56 N/A 43 82 73
16033
xinpengfei520
Banana Image MCP Claim 1 2
An MCP server that generates high-quality blog cover images using Google Gemini…
F 25 55 63 0 53 78 96
16034
alejandro-ao
MCP Server Example Claim 1
An educational implementation of a Model Context Protocol server that demonstra…
F 25 55 64 38 47 80 94
16035
preetrajdeo
autoapply-mcp Claim 1 2
AutoApply automates job applications using a real Playwright browser. Save your…
F 25 55 54 10 30 76 98
16036
kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
F 25 55 57 62 45 74 99
16037
maderwin
pinchtab-mcp Claim 1
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
F 25 54 88 58 N/A 89 87 99
16038
milkosten
Task API Server Claim 1 2
A Model Context Protocol implementation that provides a standardized interface …
F 25 55 72 75 24 76 95
16039
sunriseapps
imagesorcery-mcp Claim 1
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI as…
F 25 54 90 60 N/A 51 90 88
16040
unixlamadev-spec
aiprox-mcp Claim 1 2
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
F 25 55 90 53 51 80 95
16041
BitePro
Chrome Debugger MCP Claim 2
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
F 25 54 60 67 N/A 55 90 98
16042
unibaseio
membase-mcp Claim 1
Save and query your agent memory in distributed way by Membase
F 25 66 70 25 0 30 82 99
16043
w2pwinlinux
A Message Control Protocol server that provides an interface for managing and q…
F 25 55 56 32 16 78 75
16044
SmartManoj
Count occurrences of any character in your text instantly. Toggle case sensitiv…
F 25 54 60 40 N/A 24 90 97
16045
mikusnuz
pexbot-mcp Claim 1 2
AI simulated crypto trading with real-time Upbit prices. 11 tools for registrat…
F 25 55 57 70 53 78 96
16046
olalonde
mcp-human Claim 2 3
When your LLM needs human assistance (through AWS Mechanical Turk)
F 25 55 74 61 39 80 82
16047
realcrabcut
crabcut-mcp-server Claim 1
Turn YouTube videos into short-form clips from any AI assistant. AI-powered hig…
F 25 55 78 70 39 72 94
16048
isomoes
All-in-MCP Claim 1
Enables academic research through paper search across multiple databases (IACR,…
F 25 55 76 41 76 80 99
16049
ztxtxwd
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
F 25 55 60 68 60 80 78
16050
edgedelta
edgedelta-mcp-server Claim 1
F 25 55 92 38 61 76 88
Showing 16001–16050 of 50515 servers
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