MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42551
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
N/A N/A 83
42552
m0n0x41d
Haft Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
N/A N/A
42553
lm203688
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
42554
molpass
mcp-weather Claim
Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for mult…
42555
Tianqi-Bu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
42556
gwicho38
Enables Claude to write in your personal style by learning from your local docu…
N/A N/A
42557
mozhaa
Enables executing sbt commands in a persistent shell session for Scala projects…
N/A N/A
42558
i-zrhe2016
MCP server for checking reachability of nodes inside an Xray subscription by fe…
42559
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
42560
bmdietrich
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
N/A N/A
42561
us-all
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
42562
johnsnow-nam
MCP server for controlling compatible boards over Bluetooth serial, including D…
N/A N/A
42563
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
N/A N/A 83
42564
larkinmaxim
Provides AI assistants with intelligent access to Transporeon's internal compan…
42565
StuartMacKay
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
N/A N/A
42566
168moons
A template for running Model Context Protocol servers on Vercel with Redis supp…
N/A N/A 95
42567
frontedu
MCP server for Umami Analytics that provides read-only tools to query website s…
N/A N/A
42568
luciVuc
Enables web search via DuckDuckGo and web content fetching through the Model Co…
N/A N/A
42569
FedgeNo
Memory for coding conventions and standing instructions that persists across se…
N/A N/A
42570
nakamura196
Integrates Omeka S API with Claude Desktop via MCP, enabling listing, creating …
42571
0xK3vin
vikunja-mcp Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
42572
RCOLKITT
Enterprise certification for codebases with multi-agent security, reliability, …
N/A N/A 95
42573
mmerlino23
Hubstaff MCP Claim
Enables access to Hubstaff team time tracking, daily activities, screenshots, a…
81
42574
WRG-11
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
N/A N/A
42575
NeelContractor
Enables users to track expenses by adding, listing, and summarizing them with c…
42576
chenyujing1234-netizen
trueai Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
42577
KrystalUnity
Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
N/A N/A
42578
nishankuu
Enables HR teams to query and manage employee leave through natural language us…
N/A N/A
42579
cyanheads
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
42580
bitofacoder
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
N/A N/A
42581
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
42582
jayankaghosh
Enables natural language queries about Magento store catalog, sales, and custom…
N/A N/A
42583
Vbj1808
Black-box flight recorder for RAG retrieval inside MCP agents. Logs chunks, sco…
N/A N/A
42584
corewebvitals
coredash Claim
Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from r…
42585
pipeworx-io
mcp-pvgis Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
42586
musen-lab
Provides an MCP interface to the ROBOT command-line tool for OWL ontology editi…
N/A N/A
42587
stormdotcom
users-mcp Claim
A user management MCP server that enables CRUD operations on users stored in a …
N/A N/A
42588
EricFor
2CaptchaMCP Claim
Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCap…
N/A N/A
42589
javeo2022
Enables Claude Code to directly manage WordPress sites via natural language, in…
N/A N/A
42590
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
42591
SwarupRavi
Analyzes file access times, duplicates, and sizes to identify rarely used files…
N/A N/A 95
42592
HumanLineage
wt Claim
Human Lineage MCP server — search and query the public genealogical graph of al…
42593
Curious-Layer
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
81
42594
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
N/A N/A
42595
FuzzingLabs
SecPipe Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
N/A N/A
42596
decksaga
SilentFail Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
N/A N/A
42597
XavierFabregat
spotify-mcp Claim
Conversational Spotify control from AI clients: play, queue, devices, playlists…
N/A N/A
42598
hovav698
Enables AI assistants to create and query multi-dimensional vector indexes from…
N/A N/A
42599
agentphone
AgentPhone Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
81
42600
googoles
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
Showing 42551–42600 of 67197 servers
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