MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25551
sravanism
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
N/A N/A 95
25552
thorrevoets
test Claim
N/A N/A 95
25553
GDP, unemployment, CPI, interest rates, and 800K+ economic time series from the…
25554
Veroq
Veroq Claim
The trust protocol for agentic AI. Ask anything, verify everything — with evi…
25555
CSE MCP Claim 2
MCP server for Colombo Stock Exchange data
N/A N/A 81
25556
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
25557
kolbertistvan2
Enables AI to control cloud browsers and automate web interactions through Brow…
81
25558
erlio
invezgo Claim
N/A N/A 95
25559
smartest-tv Claim
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
N/A N/A
25560
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, and me…
N/A N/A
25561
Tenderly Claim
Simulate, debug, and trace smart contract transactions on 100+ EVM networks. Cr…
25562
Lightpaper Claim
Publish and manage high-quality markdown documents with automated quality feedb…
25563
theYahia
yookassa-mcp Claim
MCP server for YooKassa payment API — payments, refunds, receipts (54-FZ). 10 t…
N/A N/A
25564
prep-it Claim
Search, save, organize, cook, and share recipes with any AI assistant.
25565
Sentrik Claim
Governance runtime for AI-generated code. Enforce compliance and security stand…
N/A N/A
25566
migmediamarketing-ai
noto-crm Claim
Minimalist CRM with AI agent for freelancers — pricing, features, comparisons
25567
Model Radar Claim 1
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
N/A N/A 81
25568
dhagash2310
A privacy-focused MCP server that grants Claude read-only access to Gmail using…
N/A N/A
25569
ArtemFilin1990
Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
81
25570
ThornGuard Claim 1
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
N/A N/A 81
25571
poojitha-rachuri
Provides comprehensive access to MoEngage documentation from developers, help, …
81
25572
aaaa-nexus Claim
25573
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
N/A N/A 75
25574
cloudscope Claim
Cloud cost management MCP server for Azure: spending, forecasts, anomalies, bud…
N/A N/A
25575
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
25576
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
N/A N/A 95
25577
xiaobenyang-com
drand Claim
Fetch publicly verifiable randomness from the drand quicknet. Retrieve the late…
N/A N/A 95
25578
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
25579
ai-memory Claim
Persistent memory for any AI — zero token cost until recall
N/A N/A
25580
mustafacagri
🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standar…
N/A N/A
25581
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
25582
getstack-run
STACK Claim
Secure credential vault and authenticated handoffs for multi-agent systems with…
25583
Give Claude full control of your WooCommerce store. Browse products, manage ord…
25584
Stop wrestling with Romania's e-Factura portal. This MCP lets Claude upload, do…
25585
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
N/A N/A
25586
xiaobenyang-com
atlas-docs Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
N/A N/A 95
25587
zoomeye-ai
abc Claim
N/A N/A 95
25588
CryptoGuard Claim
Protect cryptocurrency investments by validating trades and scanning for potent…
25589
mrc-data Claim
25590
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via m…
N/A N/A
25591
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
25592
mcp-server Claim
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A
25593
osfrekt
rekt Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
N/A N/A
25594
x-hannibal
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A
25595
pretext-pdf Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
25596
lekt9
Unbrowse Claim
Connect to any website's backend directly by indexing it with our chrome extens…
81
25597
NFLD Claim
25598
morebetterclaw
forge-swap Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
N/A N/A 90
25599
Vikaskkg
Enables interaction with the Book4Time API through an Azure Function-hosted ser…
25600
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
Showing 25551–25600 of 30006 servers
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