MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66451
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
— ○ ⏳ — — — — — —
66452
QwertyBit-Ventures
company-data Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
— ○ ⏳ — — — — — —
66453
bitbankinc
MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…
— ○ ⏳ — — — — — —
66454
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
— ○ ⏳ — — — — — —
66455
rlawogh1005
green-mcp Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
— ○ ⏳ — N/A N/A — — —
66456
CSOAI-ORG
ISO/IEC 42005:2025 AI Impact Assessment MCP — first international standard for …
— ○ ⏳ — — — — — —
66457
BorisProsper
BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run …
— ○ ⏳ — — — — — —
66458
VibeTechnologies
Vibe MCP Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
— ○ ⏳ — — — — — —
66459
hirelayer
HireLayer Claim
Resume and CV parsing, candidate matching and ranking for recruiting and ATS AI…
— ○ ⏳ — — — — — —
66460
fernikolic
clawdentials Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
— ○ ⏳ — — — — 81 —
66461
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
— ○ ⏳ — — — — 81 —
66462
shahdadk
mcp Claim
E-signatures for agents: mint a sandbox key, send PDFs, track status, download …
— ○ ⏳ — — — — — —
66463
Desckars
A universal Model Context Protocol server in Java, enabling interaction with mu…
— ○ ⏳ — N/A N/A — — —
66464
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
— ○ ⏳ — N/A N/A — 95 —
66465
monomcp
A unified MCP layer that serves organization toolkits as MCP endpoints with per…
— ○ ⏳ — — — — — —
66466
perpdata
perpdata Claim
Normalized perp funding (apr), OI, liquidations and cross-venue spreads. Free t…
— ○ ⏳ — — — — — —
66467
kyle-visner
AvianSuite Claim
AI agents run business processes on your business data. Every change is attribu…
— ○ ⏳ — — — — — —
66468
rprouse
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
— ○ ⏳ — N/A N/A — — —
66469
foxter-io
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
— ○ ⏳ — — — — — —
66470
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
— ○ ⏳ — N/A N/A — 95 —
66471
JameZUK
Arkana Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
— ○ ⏳ — — — — — —
66472
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
66473
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
— ○ ⏳ — — — — 81 —
66474
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
— ○ ⏳ — N/A N/A — 67 —
66475
Bharath-code
regressguard Claim
Deterministic API regression checks for AI agents: snapshot a baseline, catch b…
— ○ ⏳ — N/A N/A — — —
66476
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
— ○ ⏳ — N/A N/A — 81 —
66477
timetoady
my-voice-mcp Claim
A local-first MCP server that builds compact voice profiles from writing sample…
— ○ ⏳ — — — — — —
66478
Sharan-cypto
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
— ○ ⏳ — — — — — —
66479
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
— ○ ⏳ — — — — — —
66480
maango-io
Maango-mcp Claim
Maango is the pre-flight check for AI agents on the web. Before an agent scrape…
— ○ ⏳ — — — — — —
66481
cgmorah
Enables managing Cloudways servers, applications, backups, SSL, environment var…
— ○ ⏳ — — — — — —
66482
abhinavala
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
— ○ ⏳ — — — — — —
66483
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
— ○ ⏳ — — — — — —
66484
Managed-Digital-LLC
mcp Claim
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
— ○ ⏳ — N/A N/A — — —
66485
aiyanbo
Enables AI assistants to interact with Salesforce data by listing objects, desc…
— ○ ⏳ — — — — — —
66486
jcooley8
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
— ○ ⏳ — — — — — —
66487
ssmancha
Jeikin Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
— ○ ⏳ — — — — — —
66488
upascal
A remote MCP server for reading, writing, and managing items in your Zotero lib…
— ○ ⏳ — — — — — —
66489
megedtal
outlook_mcp Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
— ○ ⏳ — — — — — —
66490
punic-pillars
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
— ○ ⏳ — N/A N/A — — —
66491
NicolaiJohannesen
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
— ○ ⏳ — — — — — —
66492
lazymac2x
Cloudflare Workers MCP server: graphql-rest-bridge
— ○ ⏳ — — — — — —
66493
chuxiaoguo
Enables generating frontend project scaffolding for multiple frameworks (React,…
— ○ ⏳ — N/A N/A — — —
66494
Baneado98
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
— ○ ⏳ — — — — — —
66495
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
— ○ ⏳ — N/A N/A — — —
66496
civisanalytics
Enables interaction with the Civis Platform for data exploration, querying, and…
— ○ ⏳ — — — — — —
66497
mentu-ai
navigator Claim
Read-only repo navigation and progressive disclosure; BM25 locator with registe…
— ○ ⏳ — N/A N/A — — —
66498
juergenkoller-software
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
— ○ ⏳ — N/A N/A — 95 —
66499
Hickey01
Hickey_MCP Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
— ○ ⏳ — — — — — —
66500
zjandrew
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
— ○ ⏳ — — — — — —
Showing 66451–66500 of 69007 servers