MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24351
ag2-mcp-servers
An MCP server that enables interaction with ShipEngine's shipping API, allowing…
D 52 44 45 55 21 81
24352
DMontgomery40
A Python-based server that enables accessing and analyzing bird detection data …
D 52 43 60 23 N/A 18 95
24353
ag2-mcp-servers
An MCP Server that provides access to Google's Search Console API, allowing use…
D 52 43 45 47 N/A 21 90
24354
ag2-mcp-servers
An MCP server that enables interactions with InfluxDB's open-source time-series…
D 52 44 45 52 21 83
24355
gabrielekarra
mcp-anything Claim
One command to turn any codebase into an MCP server
D 52 43 60 17 N/A 31 94
24356
tutumomo
A Python-based MCP server that provides coordinate conversion between latitude/…
D 52 44 54 41 26 81
24357
willhou
AdMob MCP Server Claim
Connects Claude to the Google AdMob API to provide a conversational interface f…
D 52 43 62 0 N/A 53 91
24358
madhikarma
A server that enables Cursor AI to generate code from Figma components by conne…
D 52 43 60 7 N/A 41 95
24359
thanushri-10
Enables AI-powered natural language queries about BIT Information Portal (BIP) …
D 52 43 48 38 N/A 21 95
24360
nana-tajima-pro
This project enables running a custom remote MCP server on Azure Functions with…
D 52 43 50 20 N/A 39 95
24361
ag2-mcp-servers
An MCP server that enables programmatic interaction with Google Groups Migratio…
D 52 44 45 57 21 78
24362
BACH-AI-Tools
Enables access to TikTok data without watermarks, including trending users, has…
D 52 44 54 27 45 78
24363
rolenet
A multi-agent human-computer interaction system that enables natural interactio…
D 52 43 54 20 N/A 39 90
24364
Yuanpeng-Li
An MCP server that enables AI assistants to interact with Gradescope for course…
D 52 44 73 0 53 78
24365
vionwinnie
A Model Context Protocol server that enables language models to interact with A…
D 52 43 41 33 N/A 36 95
24366
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud Game Services API, all…
D 52 43 45 45 N/A 21 89
24367
DavidHolguin
Enables interaction with Supabase databases and n8n workflows through a JSON-RP…
D 52 44 42 63 16 81
24368
schizoidcock
An MCP server that enables AI agents to execute sandboxed JavaScript and TypeSc…
D 52 44 45 36 51 78
24369
soulmaten7
potal Claim
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff re…
D 52 43 48 41 N/A 34 83
24370
Beefsupreme21
Strava MCP Server Claim
Enables AI assistants to retrieve and display Strava activity data including wo…
D 52 43 48 37 N/A 21 95
24371
veglezMX
Safe Unix MCP Claim
Provides read-only access to Unix/Linux command-line tools for AI agents, block…
D 52 43 48 38 N/A 21 95
24372
andrasfe
vulnicheck Claim 2
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
D 52 43 60 26 N/A 56 63
24373
kongks5798-coder
k-arena Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
D 52 33 26 N/A N/A 39 95
24374
ag2-mcp-servers
An MCP server that enables agents to interact with soccer data including scores…
D 52 43 45 47 N/A 21 89
24375
ag2-mcp-servers
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
D 52 44 45 57 21 81
24376
zhewenzhang
Tushare MCP Server Claim
A server based on Model Context Protocol that enables AI assistants to query an…
D 52 44 42 40 45 81
24377
karthik78180
Fast MCP Local Claim
A minimal FastMCP server implementation that provides basic mathematical and gr…
D 52 43 44 26 N/A 42 95
24378
smilish67
Web-based video editing platform that provides direct editing functionality thr…
D 52 43 50 33 N/A 22 95
24379
pshivapr
selenium-mcp Claim
Selenium Tools for MCP
D 52 55 62 62 0 76 64
24380
ag2-mcp-servers
An MCP Server that enables interaction with Ticketmaster's Discovery API for ac…
D 52 44 45 61 21 76
24381
sharebook-kr
pykrx Claim
D 52 43 42 21 N/A 55 94
24382
databutton
A proxy server that allows LLM clients to use Databutton app API endpoints as t…
D 52 44 50 35 41 81
24383
NottheGuy007
A communication pipe and tool suite that enables AI models to interact with ext…
D 52 44 56 43 22 78
24384
ndthanhdev
mcp-browser-kit Claim 1
An MCP Server that enables AI assistants to interact with your local browsers.
D 52 43 45 12 N/A 58 95
24385
ismail-kattakath
A nix flake for configuring Model Context Protocol (MCP) servers across support…
D 52 43 60 7 N/A 45 94 NI
24386
jmagar
Docker Manager MCP Claim
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
D 52 44 42 53 31 81
24387
steveydevey
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
D 52 44 56 36 32 76
24388
araa47
jupiter-mcp Claim
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Sear…
D 52 44 48 51 29 76
24389
iceage2114
Provides threat intelligence and vulnerability research tools by integrating wi…
D 52 43 56 27 27 90
24390
kwanok
Dooray MCP Server Claim 1
Enables interaction with Dooray's task and calendar management system, allowing…
D 52 44 48 40 34 82
24391
ZuchGuillotine
Materials MCP Claim 1
A Model Context Protocol server that provides access to materials databases thr…
D 52 44 41 55 26 84
24392 D 52 43 42 38 N/A 30 95
24393
skills
Learn how to use MCP Servers with GitHub Copilot
D 52 43 46 17 N/A 51 95
24394
hburgoyne
MCP Server Claim
A Django-based implementation of the Model Context Protocol (MCP) for managing …
D 51 44 48 50 18 81
24395
service-atlas
Provides tools to communicate with a service dependency API, enabling users to …
D 51 43 50 25 N/A 30 95
24396
joehwang
Enables AI agents to query Taiwan stock holdings across multiple brokerages inc…
D 51 43 54 20 N/A 27 95
24397
ag2-mcp-servers
An MCP Server that enables interaction with VTEX's Headless Content Management …
D 51 44 45 50 21 81
24398
ag2-mcp-servers
An MCP server for Microsoft's Cognitive Services Custom Vision Training API tha…
D 51 44 45 50 21 83
24399 D 51 43 42 27 N/A 44 91
24400
kiarashplusplus
stdio-proxy Claim
Undisk MCP: safe file memory for AI agents.
D 51 33 44 N/A N/A 21 83
Showing 24351–24400 of 66534 servers
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