MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25601
mmingo-director-of-ai
Enables interaction with the Huntress SAT API to manage security awareness trai…
81
25602
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
25603
pishnuke
Enables fetching market and options data including OHLCV prices, option chains,…
81
25604
jinpyo.yi
ask_her Claim
N/A N/A 95
25605
IgorGanapolsky
An MCP server that provides memory management and gateway capabilities, enablin…
25606 N/A N/A 95
25607
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
81
25608 N/A N/A 95
25609
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
25610
krukovsasa99
serena Claim
N/A N/A 95
25611
Splaticusamz
Enables AI assistants to access and manage Shopify store data including product…
25612
firewall Claim
Invisible MCP safety firewall. Injects token safety instructions into any AI ag…
25613 N/A N/A 95
25614
waggle
Waggle Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
25615
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
N/A N/A 95
25616
open-agent-id
oaid-mcp Claim
Enables AI agents to securely use Open Agent ID credentials for signing request…
N/A N/A 95
25617 N/A N/A 95
25618
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
25619
keioseung
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
81
25620
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
25621
AutomattaIA
Enables restaurant reservation management and schedule checking through Supabas…
N/A N/A 95
25622
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
25623
sitisambal
pid Claim
N/A N/A 95
25624
AskNeedl Claim
Enterprise AI for trusted intelligence
25625
nkefor
Enables LLMs to interact with GitHub repositories, issues, pull requests, and w…
81
25626
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
25627
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
25628
AurelianFlo Claim
Pay-per-call compliance API for OFAC screening, vendor diligence, and audit-rea…
25629
drew-keever
mcp Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
N/A N/A 95
25630
ROHWOOCHUL
test11 Claim
N/A N/A 95
25631
wxkingstar
search-docs Claim
N/A N/A 95
25632
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
81
25633
vibe-pay Claim
Platform access code. Email coryhigham@gmail.com with subject "MCP Trial" to re…
25634
ternlang Claim
25635 N/A N/A 95
25636
c0sc0s
A TypeScript-aware MCP server that provides coding agents with repository disco…
N/A N/A
25637
ApacheBin
xb-test Claim
131242424
N/A N/A 95
25638
devsully
A platform that transforms AI development with intelligent context management, …
N/A N/A 95
25639
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
25640
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
N/A N/A
25641
MCP server for querying live prop firm discount codes and comparing funded trad…
25642
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
25643
MCP Server for Apache Iceberg
N/A N/A 81
25644
karan
testnasiko Claim
N/A N/A 95
25645
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
N/A N/A
25646
pastorsimon1798
mcp-video Claim
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
N/A N/A
25647
@dankniight
api-football Claim
N/A N/A 95
25648
beomsu317
papers Claim
N/A N/A 95
25649
Bubbii-NOH
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
25650
Vaishnavi-jagan
A standalone MCP server that exposes Eyra Accelerator API endpoints as tools fo…
Showing 25601–25650 of 30006 servers
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