MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49151
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
49152
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
49153
guillaume.beauverd
candiceai Claim
N/A N/A 95
49154
mlennie
hermes-mcp Claim
An MCP server that allows Claude Desktop and other MCP clients to delegate task…
N/A N/A
49155
axel-belfort
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
81
49156
nmhaaa3218
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
49157
jamesbubenik
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
N/A N/A
49158
alaarab
phren Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
N/A N/A
49159
Reddit MCP server - browse posts, search content, analyze users.
N/A N/A 81
49160
victorbenazzi
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
49161
lekt9
tiktok-mcp Claim
N/A N/A 95
49162
AI-for-anyone
An intelligent game assistant for Red Alert, based on LangGraph and MCP, provid…
N/A N/A
49163
thirrukumar
MCP server for IBM Z Hardware Management Console Web Services API integration w…
N/A N/A
49164
snzeeee
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
49165
teamtinvio
Jaz AI Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
49166
xinyuxinyuxintaihaohao
Enables AI assistants to read Garmin health and fitness data from the Chinese v…
49167
ApacheBin
xbtest Claim
N/A N/A 95
49168
ServiceStack
omarchy-mcp Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
N/A N/A
49169
ToDealMarket
Enables AI agents to perform local session-state checks for TDM, helping decide…
N/A N/A
49170
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
49171 N/A N/A 95
49172
pedarias
Retrieval-Augmented Generation system serving LangGraph documentation through t…
N/A N/A
49173
bilginerdem
CrawMcp Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
49174
leawn
Enables AI assistants to manage Apple Reminders lists and reminders on macOS, i…
N/A N/A
49175
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
N/A N/A
49176
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
49177
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
49178
NorthwoodsSentinel
mycelia-mcp Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
49179
flin-agency
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
N/A N/A
49180
plataformaemilia
ej Claim
N/A N/A 95
49181
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
49182
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
49183
dchatpar
Provides tools for searching and reading local files, supporting metadata filte…
49184
rcrsr
Provides token-efficient access to team policies and standards by allowing suba…
N/A N/A
49185
pipeworx-io
Wraps IPQualityScore's fraud-prevention API to enable AI agents to check IP rep…
49186
martin-delivered
This server enables AI to match Figma design nodes with React components from S…
49187
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
N/A N/A
49188
cyanheads
A Model Context Protocol server for programmatic creation, modification, and co…
49189
elct9620
An MCP server that connects to OpenRouter's API to provide Perplexity's models …
49190
sebbsssss
clude Claim
Portable agent memory anchored on Solana. Local SQLite + vector recall, open ex…
N/A N/A 83
49191
arturwyroslak
Manage session settings, health checks, and security safeguards in one place. C…
N/A N/A 95
49192
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
49193
axel-belfort
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
81
49194
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
N/A N/A 81
49195
dorukardahan
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
N/A N/A 95
49196
josephsenior
Local-first autonomous coding agent that plans, executes, validates, and finish…
N/A N/A
49197
arq0017
A backend server that interacts with the Instagram Graph API to fetch post enga…
49198
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
49199
liqi888
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
N/A N/A
49200
seanwinslow28
Audit, scaffold, and triage agent intent specs against a 9-section template.
N/A N/A
Showing 49151–49200 of 50103 servers
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