MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58901
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
58902
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
58903
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
N/A N/A
58904
re171113-byte
Provides comprehensive startup consulting services including commercial area an…
81
58905
StructureIntelligence
SettleMesh Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
58906
git-fabric
An AI conversation management layer that enables creating chat sessions, persis…
81
58907
yserrag
Verified Quran verses, duas, 99 Names of Allah, and prophets. Multi-madhab revi…
58908
A sample MCP server for testing
N/A N/A 81
58909
googlarz
signal-mcp Claim
Full Signal messenger MCP server and CLI. Send/receive messages, manage groups …
N/A N/A
58910
LyuboslavLyubenov
MCP server for context-aware codebase exploration using FastContext model, comb…
N/A N/A
58911
KenTaniguchi-R
Stores and retrieves personal information fields securely, allowing Claude to a…
N/A N/A
58912
walalabs
MCP plugin that exposes Apple Reminders to a Claude Code agent, enabling creati…
N/A N/A
58913
0xhackerfren
procmon-mcp Claim 1
An MCP server that provides AI assistants with real-time access to Windows inte…
N/A N/A 95
58914
malkreide
Enables AI models to access Swiss weather and climate data from MeteoSwiss, inc…
58915
InfoseekAI
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
N/A N/A 95
58916
Tim-Projekt
Agent Router Claim
Discover and call AI agents via MCP. Supports A2A agents and platform agents wi…
58917
nickymitnick
MCP server for Probo print-on-demand — search products, configure orders, track…
N/A N/A 83
58918
Hafeok
product-cli Claim
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-disco…
N/A N/A
58919
kyo504
krx-cli Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
58920
ksteele
web-search Claim
N/A N/A 95
58921
jmagly
MCP-Hound Claim
Enables code search across indexed repositories using regex patterns, with pagi…
58922
AlexanderChen5966
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
N/A N/A
58923
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
58924
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
81
58925
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
58926
dzigi00
Enables automated LinkedIn growth by posting, commenting, and managing connecti…
N/A N/A
58927 N/A N/A 95
58928
brandonbosco
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
N/A N/A 95
58929
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
N/A N/A 95
58930
egtai
MCP-GMX-VMD Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
N/A N/A
58931
odds-api-io
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
58932
delimit-ai
delimit Claim
API governance server that detects breaking changes in OpenAPI specs. Diffs two…
N/A N/A 95
58933
neco001
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
58934
twhetzel
Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoin…
58935
talonicdev
talonic-mcp Claim
Schema-validated document extraction with searchable workspace memory. Extract …
58936
NeuralRays
CodeXRay Claim
Enables AI coding agents to query a pre-built semantic knowledge graph of code,…
N/A N/A
58937
GstXu
mcp_test Claim
A simple MCP server example written in TypeScript that provides a multiplicatio…
N/A N/A
58938
mcpvot
intelligence Claim
N/A N/A 95
58939
jmiedzinski
Enables Claude to explore and analyze remote Git repositories, providing struct…
58940
mizulike
vapi-ai-mcp Claim
N/A N/A 95
58941
stefanwille
A Model Context Protocol server for managing Anki flashcards via AnkiConnect, e…
N/A N/A
58942 N/A N/A 95
58943
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
58944 N/A N/A 95
58945
hidechae
Enables searching and retrieving Zendesk Help Center articles through natural l…
58946
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
58947
Fistacho
MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
N/A N/A
58948
PurinNyova
Enables text-to-image generation using the api.airforce API, with a generate_im…
58949
realiti4
A small MCP server that gives agents rich context about a YouTube video — its t…
58950
Aarul5
jira-pilot Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
N/A N/A
Showing 58901–58950 of 59042 servers