MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62151
tcrst
Enables semantic search over Databricks docs, API reference, Terraform provider…
N/A N/A
62152
hoangvantuan
yt-mcp Claim
MCP server for managing YouTube channels using Data API v3 and Analytics. Suppo…
62153
wimi321
A standalone MCP server for Linux desktop control, enabling screenshots, mouse/…
N/A N/A
62154
oxbshw
watch-skill Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
62155
AceDataCloud
mcp-fish Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
62156
DigitalVanguardSolutions
Genesys MCP Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
62157
social4hyq
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
N/A N/A
62158
ravi-labs
Local-first memory & context-handoff across AI tools — capture context in one t…
N/A N/A
62159
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
62160
hslee16
Archy Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
N/A N/A
62161
quyansiyuanwang
oh-my-mcp Claim
A powerful MCP server with 116 practical tools across 9 categories including co…
N/A N/A
62162
krishnagutta
A vendor-neutral reference implementation of a Workday MCP server that enables …
62163
borishalachev1
Nexus MCP Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
N/A N/A
62164
useideia
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
62165
tbui17
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
62166
1593292349
达梦数据库 DM8 的 MCP 服务器,为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。
N/A N/A
62167
nikolanovoselec
A secure remote MCP server that integrates Microsoft 365 services with AI assis…
N/A N/A
62168
lkannan
A demonstration project showing how to set up and use a custom MCP server with …
N/A N/A
62169
CSOAI-ORG
BS 7121 lift-plan compliance for UK crane + hiab operators. Parts 1/3/4/5 claus…
N/A N/A
62170
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
62171
SamPlayz6
meta-ads-mcp Claim
Manage Facebook and Instagram ad campaigns directly from Claude Code, enabling …
N/A N/A
62172
sydasif
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
N/A N/A
62173
neryams
journal-rag Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
N/A N/A
62174
xiao81
MCP server for Interactive Brokers TWS API that enables AI assistants to retrie…
N/A N/A
62175
maxbaluev
AccInt Claim
Local-first MCP Work Model for coding agents: retrieves scored memory, records …
N/A N/A
62176
gooodbilling
GooodBilling Claim
Lets AI agents create estimates/invoices, manage customers, and track payments …
62177
gacabartosz
seo-gaca-mcp Claim
A comprehensive MCP server for SEO, performance, GEO, and UX audits with 37 too…
N/A N/A
62178
RealAlexandreAI
A MCP server that collects interactive user feedback during AI-assisted develop…
62179
softvoyagers
Enables AI assistants to generate styled QR codes with customizable colors, sty…
62180
berntpopp
An MCP server that enables querying rare-disease data from Orphanet, including …
62181
snyk-labs
Enables querying Node.js API documentation, including searching for modules and…
62182
alizeeblack-code
zhihu-mcp Claim
Enables AI agents to search, read, and analyze Zhihu content including question…
N/A N/A
62183
skyvanguard
A comprehensive MCP server for infrastructure operations with 92 tools across 1…
62184
TheGoldfingerCH
mcp-imap Claim
A minimal MCP server for reading and sending emails via IMAP/SMTP, supporting m…
62185
nimit791
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
N/A N/A
62186
cwinvestments
Enables Claude Code with 127 professional skills for deployment, security, data…
N/A N/A
62187
bhattapankaj
Synapse Claim
Enables AI clients to store and semantically recall durable memories across ses…
62188
DevpeakAB
hit-mcp Claim
Read-only MCP server for the HIT ticket management system that lists queues, se…
62189
crontinel
Connects AI assistants to Crontinel, enabling natural language queries about cr…
N/A N/A
62190
retospect
Manages patent application drafts via structured YAML and LaTeX sections, with …
N/A N/A
62191
WesHaze
Enables translation of i18n messages in Paraglide JS projects by serving small …
N/A N/A
62192
lucassampsouza
omie-mcp Claim
Enables natural language control of OMIE ERP finances, including accounts payab…
62193
alcides-collective
deixis Claim
A visual surface for terminal Claude Code that provides a persistent dashboard …
N/A N/A
62194
yahia
branddev Claim
N/A N/A 95
62195
jyagunii-bot
now-mcp Claim
Provides the current date and time, enabling Claude to be time-aware. Supports …
62196
KhaiHuynhVN
Enables multi-agent communication between AI agents via MCP tools with real-tim…
N/A N/A 95
62197
triumsebas
An MCP server that delegates coding and sysops work to cheaper agents via durab…
N/A N/A
62198
yummy342
Routes tasks to the optimal AI model based on task type and benchmark scores ac…
N/A N/A
62199
shreenithi23
A practice project demonstrating how to build Model Context Protocol servers wi…
62200
junter1989k-ai
Spain payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
Showing 62151–62200 of 67291 servers