MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56301
dontuh3
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
56302
axel-belfort
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
81
56303
wyre-technology
blackpoint-mcp Claim 1
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
81
56304
rex
A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It p…
N/A N/A
56305
tijuthomas5
Local-first code retrieval for AI agents — cuts codebase context from thousands…
N/A N/A
56306 N/A N/A 95
56307
Octen-Team
octen-mcp Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
N/A N/A
56308
Churman1113
PingCheck status monitoring for AI agents. Read public pages or your own monito…
N/A N/A
56309
nehaRoy25
Offers real-time stock prices, sector and historical analysis, top performers f…
56310
salemaziel
Enables to manage Ghost CMS instance using LLM interfaces. Supports comprehensi…
56311
dbmcco
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
N/A N/A 95
56312
finvariant-mcp Claim 1
Financial-statement integrity checks (footing, tie-out) for AI agents.
N/A N/A 81
56313
wesleyribeirobarbosa
Enables AI agents to interact with IoT device data from a smart city, including…
N/A N/A
56314
sor4chi
Searches and retrieves information from Meta Kaggle dataset, including competit…
N/A N/A
56315
influqa
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
56316
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A 69
56317
berkcangumusisik
Runtime safety guardrails for AI coding agents. Checks file access, validates s…
N/A N/A
56318
pipeworx-io
mcp-nypl Claim
Search and retrieve items from the NYPL Digital Collections by keyword or ID.
56319
Feynman520
A local MCP server that uses Word COM automation to perform tasks python-docx c…
N/A N/A
56320
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
N/A N/A 83
56321
m0n0x41d
Haft Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
N/A N/A
56322
lm203688
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
56323
molpass
mcp-weather Claim
Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for mult…
56324
Tianqi-Bu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
56325
gwicho38
Enables Claude to write in your personal style by learning from your local docu…
N/A N/A
56326
mozhaa
Enables executing sbt commands in a persistent shell session for Scala projects…
N/A N/A
56327
i-zrhe2016
MCP server for checking reachability of nodes inside an Xray subscription by fe…
56328
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
56329
bmdietrich
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
N/A N/A
56330
us-all
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
56331
johnsnow-nam
MCP server for controlling compatible boards over Bluetooth serial, including D…
N/A N/A
56332
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
N/A N/A 83
56333
larkinmaxim
Provides AI assistants with intelligent access to Transporeon's internal compan…
56334
StuartMacKay
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
N/A N/A
56335
168moons
A template for running Model Context Protocol servers on Vercel with Redis supp…
N/A N/A 95
56336
frontedu
MCP server for Umami Analytics that provides read-only tools to query website s…
N/A N/A
56337
luciVuc
Enables web search via DuckDuckGo and web content fetching through the Model Co…
N/A N/A
56338
FedgeNo
Memory for coding conventions and standing instructions that persists across se…
N/A N/A
56339
nakamura196
Integrates Omeka S API with Claude Desktop via MCP, enabling listing, creating …
56340
0xK3vin
vikunja-mcp Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
56341
RCOLKITT
Enterprise certification for codebases with multi-agent security, reliability, …
N/A N/A 95
56342
mmerlino23
Hubstaff MCP Claim
Enables access to Hubstaff team time tracking, daily activities, screenshots, a…
81
56343
WRG-11
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
N/A N/A
56344
NeelContractor
Enables users to track expenses by adding, listing, and summarizing them with c…
56345
chenyujing1234-netizen
trueai Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
56346
KrystalUnity
Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
N/A N/A
56347
nishankuu
Enables HR teams to query and manage employee leave through natural language us…
N/A N/A
56348
cyanheads
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
56349
bitofacoder
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
N/A N/A
56350
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
Showing 56301–56350 of 67286 servers