MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34551
Samp2Alex
Auxen Claim
Hire AI workers that run on schedule, report back and act with your OK. Or depl…
— ○ ⏳ — — — — — —
34552
Buggy1111
wrapper-mcp Claim
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
— ○ ⏳ — N/A N/A — — —
34553
CSOAI-ORG
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
— ○ ⏳ — N/A N/A — — —
34554
cktbarking
Enables searching academic papers on Semantic Scholar and downloading their PDF…
— ○ ⏳ — — — — — —
34555
elfensky
apple-mcp Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
— ○ ⏳ — N/A N/A — — —
34556
zurferr
MCP server providing a single query tool to execute SQL against GetDot Database…
— ○ ⏳ — — — — — —
34557 — ○ ⏳ — N/A N/A — 95 —
34558
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
— ○ ⏳ — — — — — —
34559
Ecocitizenz
Local-first, read-only ECZ-ID verifier over MCP (stdio): checks, reports, expla…
— ○ ⏳ — N/A N/A — — —
34560
dq042000
A TypeScript-based MCP server that enables code search, file reading, and proje…
— ○ ⏳ — — — — — —
34561
CSOAI-ORG
Clinical Trials Ai MCP Server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
34562
adu3110
flowindex Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
— ○ ⏳ — N/A N/A — 95 —
34563
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
— ○ ⏳ — N/A N/A — 95 —
34564
pipeworx-io
data-gov-sg Claim
Enables access to Singapore government open data and real-time environment/tran…
— ○ ⏳ — N/A N/A — — —
34565
alcastaro
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
— ○ ⏳ — N/A N/A — — —
34566
HtaG-Analytics
htag-spatial Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
— ○ ⏳ — — — — — —
34567
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
— ○ ⏳ — — — — — —
34568
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
— ○ ⏳ — — — — 81 —
34569
AdityaSBisht
finance-mcp Claim
Live stock, crypto, SEC filings, FX and macro data for LLM agents. No API keys.
— ○ ⏳ — N/A N/A — — —
34570
Npab19
An MCP server that connects Claude to Withings health data using OAuth 2.0. Pro…
— ○ ⏳ — N/A N/A — — —
34571
Proprius-Labs
Enables AI assistants to rapidly gather and synthesize structural, chemical, co…
— ○ ⏳ — — — — — —
34572
clpi
down-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
34573
CorgiCorner
bisibility Claim
Track keyword rankings, research SEO opportunities, and manage bisibility proje…
— ○ ⏳ — — — — — —
34574
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
— ○ ⏳ — — — — 81 —
34575
Purv123
A specialized monitoring solution that enables users to create and manage synth…
— ○ ⏳ — N/A N/A — 95 —
34576
li-yq
ns-hpc Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
— ○ ⏳ — — — — — —
34577
CSOAI-ORG
rag-knowledge-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
34578
tykhokhod-dmytro
Hosted MCP server to manage a restaurant menu from AI agents - 39 tools over th…
— ○ ⏳ — — — — — —
34579
hazoservices
gotimer-mcp Claim
— ○ ⏳ — — — — 81 —
34580
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
— ○ ⏳ — — — — 81 —
34581
DevMan57
A local voice interface providing high-performance speech recognition and natur…
— ○ ⏳ — N/A N/A — 95 —
34582
savantcat
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 按条号取法规原文 + 应办清单(中文)
— ○ ⏳ — — — — — —
34583
CSOAI-ORG
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
— ○ ⏳ — N/A N/A — — —
34584
Vublox
sports Claim
Live football scores, match summaries, and fan clip links from Vublox. No API k…
— ○ ⏳ — N/A N/A — — —
34585
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
— ○ ⏳ — N/A N/A — 95 —
34586
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
— ○ ⏳ — N/A N/A — 95 —
34587
chrischall
viator-mcp Claim 1
MCP server for the Viator Partner API that enables searching tours, activities,…
— ○ ⏳ — — — — 81 —
34588
SerhiiOberemchuk
Obriym CRM Claim
Operate Obriym CRM from your AI assistant: leads, deals, orders, products, dash…
— ○ ⏳ — — — — — —
34589
Avatarsia
Connects OpenXE ERP with AI assistants via MCP, enabling natural language queri…
— ○ ⏳ — N/A N/A — — —
34590
evmquery-com
evmquery-mcp Claim
Read any contract on any EVM chain through a single MCP endpoint. Ask question…
— ○ ⏳ — — — — 81 —
34591
JayOfemi
byakugan Claim
Private, on-device AI-text analysis including detection, AI-tell spans, and reu…
— ○ ⏳ — N/A N/A — — —
34592
contentkueche
Enables AI agents to interact with Google Ads accounts by searching, retrieving…
— ○ ⏳ — — — — — —
34593
IT-Learning-Consulting
MCP server + Foundry VTT module for WFRP4e that lets AI clients interact with a…
— ○ ⏳ — N/A N/A — — —
34594
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
— ○ ⏳ — N/A N/A — 95 —
34595
valdo99
ClawPay Claim
Enables AI agents to make payments by securely storing encrypted card details a…
— ○ ⏳ — N/A N/A — — —
34596
GigaChatTester
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
— ○ ⏳ — N/A N/A — 95 —
34597
RyanCardin15
NOAA tides and currents: water levels, tide predictions, currents, met data, fl…
— ○ ⏳ — — — — — —
34598
bluetieroperations-create
Keyless hosted MCP: pre-signature x402 payment verdict (GO/HOLD/STOP) with a si…
— ○ ⏳ — — — — 67 —
34599
badchars
Enables AI agents to perform security testing on web applications by controllin…
— ○ ⏳ — N/A N/A — — —
34600
finizi-app
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
— ○ ⏳ — N/A N/A — 95 —
Showing 34551–34600 of 69468 servers
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