MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49151 |
MCP VRBO
Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
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| 49152 |
Rift Links
Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
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| 49153 |
candiceai
Claim
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| 49154 |
hermes-mcp
Claim
An MCP server that allows Claude Desktop and other MCP clients to delegate task…
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| 49155 |
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
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| 49156 |
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
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| 49157 |
pageindex-local-mcp
Claim
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
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| 49158 |
phren
Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
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| 49159 |
Reddit MCP server - browse posts, search content, analyze users.
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| 49160 |
Ploomes MCP Server
Claim
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
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| 49161 |
tiktok-mcp
Claim
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| 49162 |
RedAlert MCP Server
Claim
An intelligent game assistant for Red Alert, based on LangGraph and MCP, provid…
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| 49163 |
zRobot WSAPI MCP Server
Claim
MCP server for IBM Z Hardware Management Console Web Services API integration w…
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| 49164 |
mcp-server-systemeio
Claim
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
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| 49165 |
Jaz AI
Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
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| 49166 |
Enables AI assistants to read Garmin health and fitness data from the Chinese v…
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| 49167 |
xbtest
Claim
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| 49168 |
omarchy-mcp
Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
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| 49169 |
TDM MCP Server
Claim
Enables AI agents to perform local session-state checks for TDM, helping decide…
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| 49170 |
RecruitData
Claim
Unified job search MCP server that aggregates live listings from multiple job b…
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| 49171 |
alpha-ai-automations
Claim
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| 49172 |
LangGraph RAG MCP
Claim
Retrieval-Augmented Generation system serving LangGraph documentation through t…
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| 49173 |
CrawMcp
Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
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| 49174 |
Enables AI assistants to manage Apple Reminders lists and reminders on macOS, i…
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| 49175 |
vsc-mcp
Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
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| 49176 |
apple-photos-mcp
Claim
Enables AI assistants to query and export from the macOS Apple Photos library u…
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| 49177 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 49178 |
mycelia-mcp
Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
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| 49179 |
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
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| 49180 |
ej
Claim
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| 49181 |
MCP Server
Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
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| 49182 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 49183 |
Local File Search MCP
Claim
Provides tools for searching and reading local files, supporting metadata filte…
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| 49184 |
mcp-policy-server
Claim
Provides token-efficient access to team policies and standards by allowing suba…
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| 49185 |
mcp-ipqualityscore
Claim
Wraps IPQualityScore's fraud-prevention API to enable AI agents to check IP rep…
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| 49186 |
This server enables AI to match Figma design nodes with React components from S…
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| 49187 |
SegmentMCP
Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
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| 49188 |
docwriter-mcp-server
Claim
A Model Context Protocol server for programmatic creation, modification, and co…
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| 49189 |
An MCP server that connects to OpenRouter's API to provide Perplexity's models …
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| 49190 |
clude
Claim
Portable agent memory anchored on Solana. Local SQLite + vector recall, open ex…
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| 49191 |
Session Control
Claim
Manage session settings, health checks, and security safeguards in one place. C…
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| 49192 |
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
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| 49193 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 49194 |
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
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| 49195 |
twitterapi-docs-mcp
Claim
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
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| 49196 |
Grinta-Coding-Agent
Claim
Local-first autonomous coding agent that plans, executes, validates, and finish…
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| 49197 |
Instagram MCP Server
Claim
A backend server that interacts with the Instagram Graph API to fetch post enga…
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| 49198 |
Jana MCP Server
Claim
Provides natural language access to environmental data including air quality me…
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| 49199 |
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
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| 49200 |
intent-engineering
Claim
Audit, scaffold, and triage agent intent specs against a 9-section template.
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