MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37101 |
Azure ML MCP Server
Claim
Deploys an MCP server on Azure Container Apps that exposes Azure ML managed onl…
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| 37102 |
A Model Context Protocol server that enables agents to execute SQL queries agai…
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| 37103 |
agentichtmlexportqa-mcp
Claim
Paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs…
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| 37104 |
Avanza-MCP
Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
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| 37105 |
api-mock-server
Claim
Cloudflare Workers MCP server: api-mock-server
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| 37106 |
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
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| 37107 |
AOP MCP Server
Claim
Public MCP endpoint for Adverse Outcome Pathway (AOP) discovery, scientific rev…
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| 37108 |
wcag-text-mcp
Claim
Validates text accessibility (contrast, spacing, language) against WCAG 2.1 cri…
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| 37109 |
Master Metrics
Claim
Master Metrics MCP v1.0.0
Master Metrics MCP brings your marketing data direct…
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| 37110 |
Haven League
Claim
Enables human coaches to train AI agents to play Monopoly, with MCP tools for g…
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| 37111 |
rudycanshoot
Claim
An MCP server that enables AI assistants to capture and view screenshots, suppo…
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| 37112 |
nakodo
Claim
Warm introductions to the right builder, matched privately on your work. Double…
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| 37113 |
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
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| 37114 |
data-olympus MCP server
Claim
Provides a single-writer MCP server for a governance-grade knowledge base of ma…
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| 37115 |
Sugarbug
Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 37116 |
Bibliography Search MCP
Claim
A multi-source academic bibliography search server that retrieves papers from 7…
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| 37117 |
local-fusion MCP server
Claim
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
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| 37118 |
care-home-scheduling-mcp
Claim
care-home-scheduling-mcp for domiciliary opticians
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| 37119 |
Toolcall
Claim
30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC …
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| 37120 |
earthquake-mcp-server
Claim
Real-time earthquake data and seismic monitoring for AI agents via the USGS Ear…
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| 37121 |
mcp-gera-nexus
Claim
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
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| 37122 |
aide-memory
Claim
Persistent memory layer for AI coding agents — your agent remembers what you ta…
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| 37123 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 37124 | — | |||||||||
| 37125 |
archlang-mcp
Claim
Compile, describe, lint, validate, score and repair multi-storey and curved Arc…
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| 37126 |
PeopleSoft MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to query and u…
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| 37127 |
Twitch MCP Server
Claim
Enables access to Twitch API data for retrieving channel statistics, viewership…
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| 37128 |
Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta…
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| 37129 |
runwayMCP
Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
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| 37130 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
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| 37131 |
Bullhorn CRM MCP Server
Claim
Enables AI assistants to query Bullhorn CRM data using natural language through…
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| 37132 |
nyambot-mcp
Claim
L'administration française pour vos agents IA : communes, géocodage, risques, D…
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| 37133 |
thewardn-mcp
Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
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| 37134 |
vantic
Claim
Verify an AI agent's payment authority: signed mandates, allowlists, and tamper…
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| 37135 |
Agentic Prompt
Claim
1,177 free agentic trading prompts for Claude and Robinhood MCP.
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| 37136 |
nishati-mcp
Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
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| 37137 |
currency-converter-ai-mcp MCP server by MEOK AI Labs
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| 37138 |
Playwright MCP Cursor
Claim
Demonstrates using Playwright with the Model Context Protocol (MCP) to enable l…
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| 37139 |
novai-mcp-server
Claim
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
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| 37140 |
profitlee-mcp
Claim
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
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| 37141 |
k8scortex-mcp
Claim
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
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| 37142 |
mcp-server
Claim
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| 37143 |
Provides a standardized interface for interacting with OpenAI's tools and servi…
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| 37144 |
mcp
Claim
Detect prompt injection, jailbreaks, and code injection in untrusted text befor…
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| 37145 |
tossinvest-mcp
Claim
Toss Securities (토스증권) Open API MCP server for the Korean stock market. Support…
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| 37146 |
PestPin
Claim
US pest control license lookup, licensed-company search by city, and cost plann…
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| 37147 |
A Model Context Protocol server that enables LLM agents and humans to play ches…
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| 37148 |
browserspendguard-mcp
Claim
Approval receipts for AI browser purchases.
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| 37149 |
seedance-mcp
Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
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| 37150 |
DaVinci MCP Server
Claim
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
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