MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51301
thrid3v
A Model Context Protocol (MCP) server that gives AI agents the ability to proce…
N/A N/A
51302
mpress001
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
51303
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
51304
geraservicesuk
mcp-geraeats Claim
Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
N/A N/A 95
51305
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
51306
makinokeiichi
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
N/A N/A 95
51307
jfarcand
Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, t…
N/A N/A 95
51308
leakferrethq
leakferret Claim
Context-aware secret scanner that lets an AI agent scan code, verify which leak…
N/A N/A
51309
jyagunii-bot
now-mcp Claim
Provides the current date and time, enabling Claude to be time-aware. Supports …
51310
rolandreads
bazzite-mcp Claim
MCP server for managing Bazzite Linux hosts, enabling system administration, de…
N/A N/A
51311
mazhar480
Production-grade MCP server for enterprise Azure cost optimization, enabling sp…
51312
Truebases
Find opportunities, track market activity, and discover business signals with r…
N/A N/A
51313
groupdocs-merger
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI ag…
N/A N/A
51314
AiAgentKarl
Provides astronomical data including ISS tracking, moon phases, NASA APOD, near…
51315
extinctsion
mcp-py-devto Claim
Enables interaction with dev.to platform through a message-based architecture, …
51316
caikiji
Privacy-respecting, self-hosted metasearch MCP server that aggregates results f…
51317
dmclain
uv-mcp Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
N/A N/A
51318
hugfeature
Engram Claim
Persistent memory for AI agents with Ebbinghaus forgetting curve, semantic grap…
N/A N/A
51319
daismond
Integrates with Google Tasks to allow listing, reading, searching, creating, up…
N/A N/A
51320
markelaugust74
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
N/A N/A
51321
HecreReed
Enables AI-powered image generation, icon creation, hero banner design, and UI …
N/A N/A
51322
openfantasymap
A FastMCP server that exposes hospitality data — accommodations, events, and ga…
N/A N/A
51323
masa061580
A local MCP server enabling PubMed, PMC, and iCite API access via stdio for too…
N/A N/A
51324
pgallar
Enables natural language interaction with SimplyBook.me API to manage bookings,…
N/A N/A
51325
JM-Addington
Enables LLMs to search and retrieve Autotask tickets, companies, and contacts u…
N/A N/A
51326
bestimmaa
roon-mcp Claim
MCP server to control the Roon music player, enabling AI agents to search music…
N/A N/A
51327
yan5236
Provides Bing Chinese search and webpage crawling tools, enabling AI assistants…
51328
Navneet1710
Enables Claude to directly access, query, and analyze local CSV files using nat…
N/A N/A
51329
aauth-dev
@aauth/praca Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
N/A N/A
51330
vtmade
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
N/A N/A
51331
Rotwang9000
Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over M…
51332
GabrielBertoli
openclaw-mcp Claim
MCP server that integrates OpenClaw AI assistant with Claude Code, enabling cha…
N/A N/A
51333
oscarzamora
onpe-mcp Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
51334
Heartran
Exposes Fing network devices and presence data to MCP clients over HTTP using b…
N/A N/A
51335
schwarztim
Enables AI assistants to perform password security auditing using John the Ripp…
51336
arnstarn
MCP server for the Splunk On-Call (VictorOps) API providing comprehensive incid…
51337
chrisdail
Provides secure MySQL database access using credentials stored in 1Password, en…
N/A N/A
51338
kakarot-joel-yy68
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
81
51339
GraditiPro
MCP server for the StandShare API, enabling Claude and other MCP clients to man…
N/A N/A
51340 N/A N/A 95
51341
OperatingSystem-1
Reduces token waste by caching code understanding in .mi context files and prev…
N/A N/A
51342
wei-er582
Self-hosted MCP server that lets ChatGPT work with your local codebase through …
N/A N/A
51343
cherry-it
crewio-mcp Claim
Hosted HTTP MCP server that exposes Crewio CRM as tools for AI assistants, enab…
51344
zhanglongxiao111
Enables AI agents to directly control Adobe InDesign through CLI commands, prov…
N/A N/A
51345
takeokunn
A Model Context Protocol server for Metabase that enables AI assistants to inte…
N/A N/A
51346
xiaoyu-ops
An MCP server that provides RSS feed management and LLM-powered article evaluat…
N/A N/A
51347
bidouilles
Enables AI assistants to control iOS simulators through WebDriverAgent, support…
N/A N/A
51348
rongtianjie
vision_mcp Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
N/A N/A
51349
Proxuma
Enables AI assistants to query Power BI datasets via MCP, automatically anonymi…
N/A N/A
51350
Parthee-Vijaya
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
N/A N/A
Showing 51301–51350 of 56925 servers