MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29901
vini1994
Provide secure and detailed analysis of your BingX trading data through a speci…
N/A N/A 95
29902
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
29903
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messag…
29904
MCP-Mirror
Enables AI assistants to execute AWS CLI commands and retrieve service document…
81
29905
hjarni
Hjarni Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
29906 N/A N/A 95
29907
Jeffreytsai1004
MAYA MCP Claim
# Maya MCP Server [![NPM Version](https://img.shields.io/npm/v/maya-mcp-server…
N/A N/A 95
29908
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
29909
durvester
Enables interaction with Practice Fusion EHR through 19 healthcare tools for pa…
81
29910
tqiqbal
A Model Context Protocol (MCP) server for interacting with Confluence Data Cent…
N/A N/A 95
29911
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
81
29912
zeljkolivaja
A local Model Context Protocol server that enables secure interaction with self…
N/A N/A 95
29913
uldl Claim 1
Persistent file storage for AI agents via MCP and curl. Upload, download, and v…
67
29914
News article volume over time, with growth for any topic. Free key at trendsmcp…
67
29915
privateyou.app
n4u Claim
N/A N/A 95
29916
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
29917
tradingcalc
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
29918
Browse traits, filter 10K punks, listings, bids, Merkle roots, and bid pricing …
67
29919 N/A N/A 95
29920
ehdgns1766
test-server Claim
N/A N/A 95
29921
Higher education data: tuition, graduation rates, and earnings
67
29922
taskman-london
TaskMan of London lets AI agents help users find, price, and book real home ser…
29923
jessicayanwang
wiki-mcp Claim
N/A N/A 95
29924
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
29925
TikTok hashtag volume over time, with growth for any hashtag. Free key at trend…
67
29926
Chrysai Claim 1
Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD…
67
29927
macbeth76
Provides comprehensive desktop automation capabilities including AI-powered vis…
N/A N/A 95
29928
quality-qr
qr-code-mcp Claim
29929
bjh5098
vibe-mcp-02 Claim
N/A N/A 95
29930
lethanhbinh3920
personal Claim
N/A N/A 95
29931
JoseAyobami
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
N/A N/A 95
29932
smithery-ai
GitLab Claim
Enable project management and file operations with GitLab.
N/A N/A 95
29933
My MCP Server Claim 2
Description of my MCP server
67
29934
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
81
29935
0xbohu
Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…
81
29936
Wagmi-Tech-Co
A Model Context Protocol server that enables Claude to interact with Mattermost…
81
29937
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
29938
VapiAI
Integrate your applications with Vapi APIs through seamless function calling. E…
N/A N/A 95
29939
Behavioral science tools for commerce — personas, nudges, preferences, friction…
67
29940
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
N/A N/A
29941
janbruinier
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
N/A N/A 95
29942 N/A N/A 95
29943
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A
29944
Incwo MCP Claim 1
Secure MCP server for exploring incwo CRM data, documents, and email workflows.
67
29945
Reactive Resume is a free and open-source resume builder designed to simplify t…
29946
esteban.job
test Claim
N/A N/A 95
29947
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
N/A N/A 95
29948 N/A N/A 95
29949
ycdvll
Connect AI agents to licensed financial intermediaries in France: insurance, cr…
81
29950
jbb1988
wheretohit Claim
81
Showing 29901–29950 of 30006 servers