MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48651
non-npc
A Python-based server for managing and analyzing code context for AI-assisted d…
N/A N/A
48652
suiware
@suiware/mcp Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
48653
normalzzz
Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
48654
fdstevex
Enables searching and retrieving customer bookings and payment details from Boo…
N/A N/A
48655
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
48656
nirholas
SperaxOS Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
N/A N/A 95
48657
jcode-works
Mimir Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
N/A N/A
48658
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
48659
titaniumtushar
Enables structured HTTP request creation and local file ingestion for LLM integ…
N/A N/A
48660
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
48661
SHAYOUWORLD
Enables finding Japanese e-Gov law revisions and diffing law text by law histor…
N/A N/A
48662
iosif2
OpenData MCP Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
N/A N/A 95
48663
Jason-CKY
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
48664
bangrobe
Provides web content extraction, search, embedding, and reranking tools via Jin…
48665
memoio
Provides decentralized storage for AI agents, enabling them to save generated c…
48666
wangpolanshan
Enables control of a running TouchDesigner instance via MCP protocol, providing…
N/A N/A
48667
ebenova
insights Claim
N/A N/A 95
48668
wlor0623
Codex任务完成后发送企业微信通知的MCP服务器。提供notify_wecom工具,支持自定义标题、状态、任务摘要等参数。
48669
daniel-lopez-puig
Create, edit, preview, publish, and manage web pages from MCP-capable AI client…
48670
timoncool
satori Claim
A self-learning MCP server for Claude Code that captures user corrections and t…
N/A N/A
48671
markswendsen-code
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
N/A N/A
48672
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
48673
NmediaCloud
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
48674
Raroford32
zim Claim
N/A N/A 95
48675
FedWiebe
Enables contact searches within the Federated Directory system by name or email…
81
48676
defimind-ai
DeFiMind Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
48677
getvetai
vet Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
N/A N/A
48678
chintanavs
Enables Claude Code and other MCP clients to create, modify, and monitor Agentf…
48679
vincentdchn
MCP Server Claim
A testing environment for Model Context Protocol that enables exploration of MC…
N/A N/A
48680
AegisPrivacy
Provides AI agents with private, pay-per-request internet access through reside…
48681
artofthepossible
This server provides guidance and recommendations based on AWS's Well-Architect…
N/A N/A 95
48682
vishalguptax
Give your AI assistant eyes and ears — analyze any video, audio, or image, enti…
N/A N/A
48683
saluca-labs
tartarus-mcp Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
N/A N/A
48684
elliot-esimdog
Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
N/A N/A 95
48685
ayush-patel-29
A simple MCP server for tracking expenses in a local SQLite database, enabling …
N/A N/A
48686
illscience
vibe-debug Claim
Enables coding agents to use a real debugger (Python via debugpy) for launching…
N/A N/A
48687
siciyuan
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
81
48688
nickcheban
mikrotik-mcp Claim
Provides read-only (with limited address-list management) access to MikroTik Ro…
48689
nmhaaa3218
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
48690
sjgant80-hub
foldkit Claim
Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and res…
N/A N/A
48691
remoprinz
First production Authority-MCP. W3C VC attested by Jassverband Schweiz.
48692
openpharma-org
Model Context Protocol server providing access to the comprehensive DB pharmace…
N/A N/A
48693
Hire-Nimbus
Find and book verified local home service professionals through AI agents.
48694
Selda-AI
Selda Claim
Find customers, research each one and draft the outreach. Nothing sends without…
48695
raxITlabs
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
48696
krollchristensen
MCP server for managing tasks with a resource to read all tasks, a tool to add …
N/A N/A
48697
binoy154
Enables Cursor IDE to interact with MySQL databases through schema and data ope…
48698
civdata
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
81
48699
Teja-sudo
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
48700
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
Showing 48651–48700 of 67226 servers
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