MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16251
calumjs
TimePRO MCP Server Claim 1 3
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
F 25 55 75 68 30 80 93
16252
Vincentwei1021
agent-toolbox Claim 1
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
F 25 55 60 70 75 80 98
16253
funchs
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
F 25 55 96 60 47 71 88
16254
NON906
omniparser-autogui-mcp Claim 1 2
🐍 Automatic operation of on-screen GUI.
F 25 54 62 35 N/A 44 88 99
16255
cseguinlz
doubletick-cli Claim 2 3
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
F 25 66 66 62 0 50 76 95
16256
twilio-labs
Twilio MCP Server Claim 1
An implementation of the Model Context Protocol (MCP) server that exposes Twili…
F 25 66 90 66 0 72 81 89
16257
devakone
MySQL Query MCP Server Claim 1 3
A Model Context Protocol server that provides read-only MySQL database queries …
F 25 55 85 100 71 80 35
16258
21st-dev
Magic-MCP Claim 2
Create crafted UI components inspired by the best 21st.dev design engineers.
F 25 54 72 61 N/A 43 88 86
16259
andytango
Puppeteer MCP Server Claim 1 2
Enables AI agents to automate browser interactions including navigation, conten…
F 25 55 62 62 24 71 93
16260
feriadosapi
feriadosapi Claim 1
Feriados Brasileiros direto no seu agente de IA, consulte feriados nacionais, e…
F 25 66 90 80 96 76 82 94
16261
ztobs
Browser Use Server Claim 2 3
Enables browser automation using Python scripts, offering operations like takin…
F 25 55 86 58 26 76 95
16262
yudduy
ScoutMCP Claim 1
An MCP discovery and installation engine that enables users to search for, inst…
F 25 55 84 72 37 80 95
16263
AdsMCP
tiktok-ads-mcp-server Claim 1 3
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
F 25 55 81 66 49 80 94
16264
scorecard-ai
mcp Claim 1
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
F 25 66 96 65 0 85 68 93
16265
awslabs
MCP Server for OSCAL Claim 1
AI agent tools for Open Security Controls Assessment Language (OSCAL)
F 25 54 86 50 N/A 78 90 95
16266
operator670
mcp-clado Claim 1 3
F 25 55 54 100 N/A 28 90 37
16267
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
16268
xiaobenyang-com
12306-MCP Claim 2
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
F 25 66 72 65 0 50 74 12
16269
Harikrish121
Provides tools for browser-driven automation, HTTP API health checks, and visua…
F 25 54 78 63 N/A 35 90 88
16270
ThoreKoritzius
Indexes GraphQL schemas using embeddings to enable semantic search of types and…
F 25 55 68 33 45 80 90
16271
Koveh
Enables AI agents to interact with Jira Cloud through the REST API, supporting …
F 25 66 90 43 0 25 76 100
16272
zhangzhongnan928
MCP EVM Signer Claim 1 3
A server that securely manages Ethereum private keys locally and enables Claude…
F 25 55 66 61 21 74 98
16273
mrgoonie
Connects AI assistants to ScreenshotOne.com API for capturing website screensho…
F 25 55 82 72 75 76 91
16274
CollabVMgamez
Enables AI models to play the game Peggle by capturing the primary monitor's sc…
F 25 54 72 70 N/A 29 90 100
16275
chrishayuk
MCP Code Sandbox Server Claim 2 3
An extensible Message Communication Protocol server that provides secure code e…
F 25 66 66 51 0 24 74 93
16276
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16277
mtuckerb
Enables AI assistants to manage tasks within an Obsidian vault by listing, addi…
F 25 55 84 100 N/A 38 87 54
16278
bezael
Enables language models to interact with Google Calendar through OAuth2 authent…
F 25 55 60 75 26 80 92
16279
utkarshagar2121
KiteMCP Claim 1
A command-based MCP server that enables programmatic stock trading on Zerodha t…
F 25 54 76 47 N/A 28 82 100
16280
jacklandis29
CodeChecker MCP Claim 2 4
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
F 25 55 86 53 13 76 92
16281
ark-forge
mcp-eu-ai-act Claim 1
EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI …
F 25 66 96 63 63 77 74 100
16282
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 55 57 58 44 80 94
16283
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 55 66 100 23 80 49
16284
iTophua
iterminal Claim 1 2
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
F 25 54 57 52 N/A 61 87 96
16285
AceDataCloud
mcp-nanobanana-pro Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 66 84 0 0 66 80 96
16286
makenotion
Notion MCP Server Claim 1 4
An MCP server that enables AI assistants to interact with the Notion API, allow…
F 25 55 77 67 81 80 34
16287
xiaobenyang-com
The MCP protocol server based on JSXGraph provides 13 mathematical visualizatio…
F 25 54 72 65 N/A 50 87 12
16288
deepfates
Replicate MCP Server Claim 2 3
Enables users to access and manage Replicate's AI models and predictions via th…
F 25 55 92 56 52 77 97
16289
rm-rf-prod
GroundTruth-MCP Claim 1
Self-hosted MCP server for live documentation, code audits, and best practices.…
F 25 54 96 0 N/A 63 90 92
16290
meshpop
wire Claim 1
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
F 25 54 90 63 N/A 47 87 99
16291 F 25 55 72 70 13 80 92
16292
pinkpixel-dev
mem0-mcp Claim 1
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model co…
F 25 55 96 68 N/A 63 76 90
16293
holon-run
webmcp-bridge Claim 1
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
F 25 55 96 67 N/A 69 82 93
16294
Msparihar
A server that provides web scraping and intelligent content searching capabilit…
F 25 66 84 71 0 52 80 89
16295
xiaobenyang-com
Generate-Echarts Claim 2
MCP ECharts is a dynamic chart generation and data analysis tool based on Apach…
F 25 55 72 65 N/A 50 71 71
16296
screenshotone
An official MCP server implementation that allows AI assistants to capture webs…
F 25 55 72 73 45 80 96
16297
heltonteixeira
OpenRouter MCP Server Claim 1
Provides integration with OpenRouter.ai, allowing access to various AI models t…
F 25 55 92 75 61 80 93
16298
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
16299
galaxyproject
galaxy-mcp Claim 1 2
MCP server for Galaxy bioinformatics platform - connect, execute tools, and man…
F 25 54 57 43 N/A 63 77 89
16300
tsviz
ARC Config MCP Server Claim 2
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
F 25 55 96 58 60 80 86
Showing 16251–16300 of 57597 servers
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