MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62151 |
Enables semantic search over Databricks docs, API reference, Terraform provider…
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| 62152 |
yt-mcp
Claim
MCP server for managing YouTube channels using Data API v3 and Analytics. Suppo…
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| 62153 |
linux-computer-use-skill
Claim
A standalone MCP server for Linux desktop control, enabling screenshots, mouse/…
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| 62154 |
watch-skill
Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
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| 62155 |
mcp-fish
Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
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| 62156 |
Genesys MCP
Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
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| 62157 |
ohos-playwright-mcp
Claim
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
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| 62158 |
mindmap-mcp-server
Claim
Local-first memory & context-handoff across AI tools — capture context in one t…
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| 62159 |
Institutional-grade quantitative stock analysis and research signals for AI age…
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| 62160 |
Archy
Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
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| 62161 |
oh-my-mcp
Claim
A powerful MCP server with 116 practical tools across 9 categories including co…
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| 62162 |
workday-mcp-reference
Claim
A vendor-neutral reference implementation of a Workday MCP server that enables …
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| 62163 |
Nexus MCP
Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
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| 62164 |
vistoazul-mcp
Claim
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
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| 62165 |
manifold-market-api
Claim
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
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| 62166 |
Dameng DM8 MCP Server
Claim
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。
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| 62167 |
M365 MCP Server
Claim
A secure remote MCP server that integrates Microsoft 365 services with AI assis…
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| 62168 |
MCP Server Demo
Claim
A demonstration project showing how to set up and use a custom MCP server with …
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| 62169 |
meok-bs7121-mcp
Claim
BS 7121 lift-plan compliance for UK crane + hiab operators. Parts 1/3/4/5 claus…
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| 62170 |
ai-counsel
Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
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| 62171 |
meta-ads-mcp
Claim
Manage Facebook and Instagram ad campaigns directly from Claude Code, enabling …
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| 62172 |
nornir-mcp-server
Claim
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
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| 62173 |
journal-rag
Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
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| 62174 |
IBKR-MCP-Server
Claim
MCP server for Interactive Brokers TWS API that enables AI assistants to retrie…
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| 62175 |
AccInt
Claim
Local-first MCP Work Model for coding agents: retrieves scored memory, records …
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| 62176 |
GooodBilling
Claim
Lets AI agents create estimates/invoices, manage customers, and track payments …
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| 62177 |
seo-gaca-mcp
Claim
A comprehensive MCP server for SEO, performance, GEO, and UX audits with 37 too…
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| 62178 |
mcp-interactive
Claim
A MCP server that collects interactive user feedback during AI-assisted develop…
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| 62179 |
QRMint MCP Server
Claim
Enables AI assistants to generate styled QR codes with customizable colors, sty…
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| 62180 |
orphanet-link
Claim
An MCP server that enables querying rare-disease data from Orphanet, including …
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| 62181 |
Enables querying Node.js API documentation, including searching for modules and…
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| 62182 |
zhihu-mcp
Claim
Enables AI agents to search, read, and analyze Zhihu content including question…
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| 62183 |
infra-ops-mcp
Claim
A comprehensive MCP server for infrastructure operations with 92 tools across 1…
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| 62184 |
mcp-imap
Claim
A minimal MCP server for reading and sending emails via IMAP/SMTP, supporting m…
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| 62185 |
TradingView MCP Jackson
Claim
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
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| 62186 |
memstack-skills
Claim
Enables Claude Code with 127 professional skills for deployment, security, data…
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| 62187 |
Synapse
Claim
Enables AI clients to store and semantically recall durable memories across ses…
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| 62188 |
hit-mcp
Claim
Read-only MCP server for the HIT ticket management system that lists queues, se…
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| 62189 |
@crontinel/mcp-server
Claim
Connects AI assistants to Crontinel, enabling natural language queries about cr…
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| 62190 |
patentorney-mcp
Claim
Manages patent application drafts via structured YAML and LaTeX sections, with …
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| 62191 |
paraglide-mcp
Claim
Enables translation of i18n messages in Paraglide JS projects by serving small …
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| 62192 |
omie-mcp
Claim
Enables natural language control of OMIE ERP finances, including accounts payab…
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| 62193 |
deixis
Claim
A visual surface for terminal Claude Code that provides a persistent dashboard …
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| 62194 |
branddev
Claim
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| 62195 |
now-mcp
Claim
Provides the current date and time, enabling Claude to be time-aware. Supports …
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| 62196 |
mcp-server-agent-comm
Claim
Enables multi-agent communication between AI agents via MCP tools with real-tim…
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| 62197 |
unlimited-mcp
Claim
An MCP server that delegates coding and sysops work to cheaper agents via durab…
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| 62198 |
FreeModel MCP
Claim
Routes tasks to the optimal AI model based on task type and benchmark scores ac…
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| 62199 |
MCP Server Practice
Claim
A practice project demonstrating how to build Model Context Protocol servers wi…
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| 62200 |
Spain payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
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