MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36151 |
Enable seamless interaction with Alpaca's trading API through a standardized pr…
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| 36152 |
BioCite-MCP
Claim
BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…
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| 36153 |
mssql-mcp
Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
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| 36154 |
update-hijack-poc
Claim
PoC benign MCP server for update-hijack security research
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| 36155 |
smithery_claude
Claim
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| 36156 |
SERVICE
Claim
A persistent 24/7 background daemon that aggregates all downstream MCP servers …
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| 36157 |
contract-auditor
Claim
Quick-scan a smart contract for rug, honeypot, or centralization risk before se…
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| 36158 |
DataMerge
Claim
Enhances business intelligence by enriching company and contact data using doma…
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| 36159 |
Enables querying Kiwoom Securities account information and portfolio evaluation…
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| 36160 |
Privy.io MCP Server
Claim
Provides comprehensive access to user management, wallet operations, and blockc…
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| 36161 |
aidoo-mcp-server
Claim
MCP server for Aidoo fitness studio management software, enabling access to mem…
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| 36162 |
solidit-mcp-server
Claim
Connects AI assistants to Solodit's 49,000+ blockchain vulnerability database, …
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| 36163 |
AiNotesServer
Claim
Un servidor MCP para crear, almacenar y recuperar notas de texto a través de un…
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| 36164 |
ForgeSwarm
Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
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| 36165 |
Law7 MCP
Claim
Provides AI assistants with up-to-date legal documents from official sources, e…
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| 36166 |
@plantuml/mcp-js
Claim
Pure Node.js MCP server that renders and validates PlantUML diagrams with zero …
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| 36167 |
InstantCMS MCP Server
Claim
Provides a specialized environment for developing InstantCMS 2 addons and templ…
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| 36168 |
mcp-rando-server
Claim
Cryptographically secure random number generation and randomized resources, inc…
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| 36169 |
WeDaka MCP Server
Claim
Enables employee time tracking with clock-in/out, workday checking, and time lo…
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| 36170 |
Google Maps MCP Server
Claim
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
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| 36171 |
f1-mcp
Claim
An MCP server that provides 118+ Formula 1 analytics tools, enabling race analy…
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| 36172 |
Windows-MCP
Claim
A lightweight MCP server that enables AI agents to seamlessly integrate with Wi…
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| 36173 |
proxmox-mcp
Claim
MCP server for full Proxmox VE management - VMs, containers, storage, backups, …
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| 36174 |
AIRIOT MCP Server
Claim
MCP server for the AIRIOT IoT platform, enabling AI assistants to manage data t…
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| 36175 |
mcpProxy
Claim
Connect to JetBrains IDE
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| 36176 |
Carrier Accounting MCP
Claim
Automates ingestion, normalization, validation, review, and posting of insuranc…
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| 36177 |
watsonx MCP Server
Claim
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
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| 36178 |
ProductLane MCP Server
Claim
Provides AI assistants with access to ProductLane support threads, contacts, ch…
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| 36179 |
mcp-deprecate
Claim
Scans MCP servers for deprecated and removed protocol features, providing a dat…
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| 36180 |
K-MFDS FoodDB MCP Server
Claim
Provides tools to search Korean food nutrition data from the Ministry of Food a…
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| 36181 |
JauMemory MCP Server
Claim
Provides persistent memory for AI assistants, enabling storage, recall, and ana…
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| 36182 |
memroach_mcp_server
Claim
Backs your AI coding agent's memories, skills, and settings to CockroachDB with…
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| 36183 |
mcp-azureland
Claim
Enables AI agents to manage AzurLaneAutoScript (ALAS) automation: start/stop pr…
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| 36184 |
vmd-mcp
Claim
Drive VMD headlessly from any MCP client to analyze structures and trajectories…
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| 36185 |
spd-mcp
Claim
Enables remote control of Siglent SPD3303X DC power supplies via SCPI over TCP/…
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| 36186 |
roc-cwa-mcp
Claim
Enables to access Taiwan Central Weather Administration data, including 3-day a…
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| 36187 |
image-convert-mcp
Claim
MCP server for converting images to WebP and AVIF formats with batch processing…
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| 36188 |
ocentra-enforcer
Claim
MCP server for enforcing coding rules in Rust projects via scanning, routing, a…
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| 36189 |
zai
Claim
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| 36190 |
Butterbase
Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
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| 36191 |
MCP SBOM Server
Claim
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
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| 36192 |
cware-hil-mcp
Claim
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
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| 36193 |
Pulse
Claim
Enables AI agents to communicate directly through a mesh network, supporting gr…
|
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| 36194 |
mnemo
Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 36195 |
kanban
Claim
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| 36196 |
BrewBoard CRM MCP Server
Claim
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
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| 36197 |
AETHER_01
Claim
Enables AI agents to perform extensive Windows system administration, file oper…
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| 36198 |
cpf-validador
Claim
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
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| 36199 |
Aristotle MCP Server
Claim
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
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| 36200 |
terrabase
Claim
LLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using …
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