MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30343
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64051
pajaydev
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
N/A N/A
64052
asuar16
MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 …
N/A N/A
64053
wiseappsai
Enables AI agents to manage Apple App Store Connect through the official API, i…
64054
Edgaras0x4E
tika-mcp Claim
An MCP server that wraps Apache Tika to extract text, metadata, and more from d…
64055
P-bit-display
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
N/A N/A
64056
kky42
codex-as-mcp Claim
Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing s…
N/A N/A
64057
tripesinn
Provides real-time astrological transit calculations and synthetic evolutionary…
64058
Backerss
Provides free web search, content fetching, image search, and deep research via…
N/A N/A
64059
beck-8
ikuai-mcp Claim
MCP server for interacting with iKuai routers, enabling Claude to query system …
N/A N/A
64060
andreahaku
A Model Context Protocol server for deep codebase understanding of Python proje…
N/A N/A
64061
softwareone-platform
Enables querying and interacting with Adobe VIP Marketplace Partner API documen…
N/A N/A
64062
lodado
Creates a local MCP runtime for design-system repositories, enabling AI coding …
N/A N/A
64063
williamcodes
speedrun-mcp Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
64064
skycandykey1
Enables safe, read-only SQL access to SQLite databases for AI agents, allowing …
N/A N/A
64065
hovav698
Enables AI assistants to create and query multi-dimensional vector indexes from…
N/A N/A
64066
o-gent
Enables managing bookmarks via the Linkwarden API with token-frugal tools for l…
64067
kmitchell
rabbitmq-mcp Claim
An MCP server for RabbitMQ that exposes the RabbitMQ HTTP API as tools, enablin…
N/A N/A
64068
Humotica
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
64069
GatisOzols
Generates EU AI Act Article 50 transparency disclosures for AI features, in all…
64070 N/A N/A 95
64071
thesimonharms
jaringan-mcp Claim
MCP server for the Jaringan protocol that allows AI agents to fetch, inspect, s…
64072
naveen-bitrise
A temporary MCP server that scrapes Bitrise Insights using Playwright to fetch …
N/A N/A
64073
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
64074
Raoof128
An MCP server that brings difficulty-adaptive, multi-path reasoning to Claude C…
N/A N/A
64075
creschendo
obsidianMCP Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
N/A N/A
64076
alexpekach
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
N/A N/A
64077
timo-reymann
A MCP server for Mealie recipe management. Exposes 43 tools and 1 prompt for AI…
64078
coah80
youtube-mcp Claim
Enables AI assistants to watch YouTube videos by extracting frames at scene cha…
N/A N/A
64079
BillingServ
This is an MCP server for the BillingServ API. Once it's set up, your AI assist…
64080
aniekanasuquookono-web
Archiet Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
N/A N/A
64081
moaaz01
A secure, sandboxed file system server that enables reading, writing, searching…
N/A N/A
64082
santhoshraje
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
64083
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
64084
eurekame2000
A persistent, tree-sitter-backed code knowledge cache MCP server that reduces t…
N/A N/A
64085
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
64086
emaxees
Enables controlling Ableton Live from Cursor using natural language commands fo…
N/A N/A
64087
aisystant
MCP server for Digital Twin learner data, providing tools for AI Guide to explo…
81
64088
kvmaker
discord-mcp Claim
N/A N/A 95
64089
cuongpo
neo-defi-mcp Claim
Swap tokens on the NEO blockchain with slippage and deadline controls. View bal…
N/A N/A 95
64090
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
64091
DanWahlin
Transforms code repositories into interactive, themed adventures for exploratio…
N/A N/A
64092
DanielHou315
Overleaf MCP Claim
A real-time MCP server that enables AI coding agents to read, write, and compil…
64093
Jatin-IITB
Enables AI assistants to access food product information from Open Food Facts, …
64094
rashidazarang
Enables AI assistants to manage Debian package repositories through natural lan…
81
64095
pipeworx-io
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
64096
eliasfire617
Live crypto market data — price, funding rates, open interest, long/short ratio…
64097
pipeworx-io
Enables browsing and fetching transport and mobility news feeds from curated so…
64098
pipeworx-io
Enables listing, reading, and fetching curated law and courts RSS/Atom feeds wi…
64099
GerbenRoebersen
Enables interaction with TOPdesk service management platform through comprehens…
81
64100
AutomateIP
fwrule-mcp Claim
An MCP server that analyzes firewall rule overlap, duplication, shadowing, and …
N/A N/A
Showing 64051–64100 of 64126 servers