MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12951
Zhangeldi123
A FastMCP server providing tools to manage and query a product database stored …
C 59 55 54 53 22 78 80
12952
nhn-commerce-fe
Enables AI coding tools like Cursor to access Figma design data through the Mod…
C 59 66 66 70 0 58 81 85
12953
kovoor
vueuse-mcp Claim
Search, browse, and get suggestions for VueUse composables
C 59 64 68 55 0 53 95 88
12954
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
12955
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 66 80 72 0 29 81 85
12956
sauniket
Enables AI agents to retrieve real-time stock data, manage watchlists, and perf…
C 59 55 48 33 43 80 93
12957
jianger666
Save your Cursor monthly quota! Unlimited AI interactions in one conversation v…
C 59 64 84 33 0 61 95 84
12958
liuyazui
Base64 MCP Server Claim
A simple and efficient MCP server that provides Base64 encoding and decoding fu…
C 59 55 60 36 22 81 89
12959
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
12960
Richieengineer
A Cloudflare Workers-based MCP server that enables AI models to use custom tool…
C 59 55 48 58 21 81 83
12961
Beyond-Network-AI
An extensible Model Context Protocol server that provides standardized access t…
C 59 66 74 73 0 48 82 73
12962
edgeedgehq
coverageunlocked Claim
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
C 59 55 72 0 N/A 55 81 92
12963
themeselection
FlyonUI MCP Server Claim
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
C 59 64 68 55 0 45 95 92
12964
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
12965
1193776794
Frida Agent MCP Claim
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
C 59 54 48 33 N/A 29 90 95
12966
windsornguyen
gmail-mcp Claim 1
An MCP server that enables management of Gmail messages, threads, labels, and d…
C 59 55 39 35 47 81 99
12967
ChristophePRAT
Enables access to Google Calendar events from a public ICS feed, allowing users…
C 59 55 54 33 27 81 99
12968
vinayak-mehta
mcp-browser-use Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 55 47 23 64 81 91
12969
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
12970
gustavo-sacchi
A Model Context Protocol server that provides financial tools for retrieving re…
C 59 55 39 58 21 81 95
12971
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
12972
Aifornorms
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to create, read, and mod…
C 59 55 57 31 42 69 97
12973
charlielockyer-rice
Provides Claude with access to the tscircuit electronics component registry, en…
C 59 64 68 61 0 41 95 90
12974
aliemregencer
Provide a flexible MCP server implementation that integrates with external tool…
C 59 54 54 43 N/A 21 95 77
12975
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 66 66 71 0 54 81 88
12976
kukapay
rug-check-mcp Claim 1
An MCP server that detects potential risks in Solana meme tokens.
C 59 55 45 32 42 82 95
12977
intersective
An integration server that allows AI models to query Practera's GraphQL API for…
C 59 66 68 70 0 50 81 85
12978
Jahnik
A complete ChatGPT App implementation using MCP with OAuth2 authentication via …
C 59 66 78 72 0 24 81 89
12979
mokesmokane
Test MCP Server Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 66 84 66 0 22 81 91
12980
lethain
Library MCP Claim 1
An MCP server that enables interaction with Markdown knowledge bases, allowing …
C 59 54 41 33 N/A 29 95 100
12981
BitwaveCorp
Price Service MCP Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 66 86 55 0 29 81 95
12982
yuna0x0
yuna0x0-hackmd-mcp Claim 1
Interact with your HackMD notes and teams seamlessly. Manage your notes, view r…
C 59 66 57 72 0 75 70 94
12983
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
12984
rajeevchandra
Provides real-time weather information for any city worldwide using the Open-Me…
C 59 55 56 35 19 82 100
12985
gunning4it
Epitome Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
C 59 66 78 68 0 45 81 81
12986
LokerL
A lightweight MCP server that allows querying and searching for Douyu live stre…
C 59 55 50 31 41 81 92
12987
illuminaresolutions
n8n MCP Server Claim 3
An MCP server enabling secure interaction with n8n workflows, executions, and s…
C 59 66 75 66 0 44 78 90
12988
badger3000
OKX MCP Server Claim
Provides real-time and historical cryptocurrency price data from the OKX exchan…
C 59 66 78 61 0 30 82 99
12989
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 54 76 58 N/A 26 89 28
12990
11hritik11
Chess MCP Server Claim
Enables playing chess games with legal move validation and AI opponent moves po…
C 59 54 48 23 N/A 35 95 93
12991
jlucaso1
whatsapp-mcp-ts Claim 2
WhatsApp MCP Server (TypeScript/Baileys)
C 59 55 47 82 N/A 32 95 26
12992
fernandezpablo85
Polymarket MCP Tool Claim 1
A Model Context Protocol server that enables interaction with Polymarket predic…
C 59 54 47 22 N/A 38 95 96
12993
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
12994
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 55 62 35 18 81 92
12995
greedy52
teleport-docs-mcp Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 55 56 22 44 81 94
12996
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 55 76 0 35 81 99
12997
peterw
Trackings MCP Server Claim 1
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
C 59 66 78 68 0 24 78 98
12998
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 55 68 31 19 81 88
12999
svngoku
A secure Docker-based environment that allows AI assistants to safely execute c…
C 59 55 60 35 21 76 95
13000
tanteng
MCP Demo Claim 1
A demonstration Model Context Protocol server that includes a web-based interfa…
C 59 54 80 0 N/A 30 84 98
Showing 12951–13000 of 67226 servers
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