MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40901
MICONNM
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
N/A N/A
40902
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
81
40903
ruslanlap
16-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analy…
40904
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
40905
nivaya
chron Claim
Timestamped audit log for every AI conversation — stored locally in SQLite, own…
N/A N/A
40906
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
40907
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
N/A N/A 95
40908
mustafametesengul
WebQuest MCP Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
40909
FuJiGraphics
UniMCP Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
N/A N/A 95
40910
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
40911
hamcommania-design
my-mcp2 Claim
N/A N/A 95
40912
ArtemFilin1990
Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
81
40913
tindevelopers
Enables AI agents to interact with Skulabs inventory management system through …
81
40914
taskforcehq
Taskforce Claim
Task and planning workspace for humans collaborating with AI agents
40915
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI …
N/A N/A 81
40916
djtellado
nexus-legal Claim
International legal analysis (ISO 31000) across 31 jurisdictions — 11 tools.
N/A N/A
40917
Arodoid
UnityMCP Claim
Integrate AI assistants seamlessly into your Unity projects. Monitor editor sta…
N/A N/A 95
40918
pipeworx-io
Provides streaming availability data across 200+ services, including title sear…
40919
smithery-ai
Browser automation server that enables interaction with web pages, taking scree…
N/A N/A 95
40920
srzh20
Bridges Motion's API with LLMs so you can manage tasks, search projects, check …
40921
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
40922
demomagic
sip Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
N/A N/A 95
40923
entropy0dev
mcp Claim
Entropy0 MCP server — source trust and URL safety tools for AI agents
N/A N/A
40924
yigitkonur
Enables AI assistants to perform comprehensive research by searching Google, mi…
81
40925
desci-labs
SciWeave Claim
AI research grounded in 300M scientific works — every citation a verifiable DOI.
40926
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
40927
ranjaka
MCP Server Demo Claim 1
A Model Context Protocol server that provides tools and resources for Java CI/C…
81
40928
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
81
40929
justadityaraj
Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa p…
N/A N/A
40930
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
40931
cyanheads
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
N/A N/A
40932
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
40933
xue20010808
r3adfile_mcp Claim
Search and browse local files with flexible pattern matching and fast full-text…
N/A N/A 95
40934
Preethi0716
weather Claim 1
An MCP server for weather information.
N/A N/A 95
40935
davidmosiah
ouramcp Claim
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
N/A N/A
40936
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
40937
profitpather
Profitpather Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
40938
JigsawStack
Convert Speech to Text using JigsawStack AI Models.
N/A N/A 95
40939
TrueValueRankings
Cryptocurrency fundamental analysis tools via MCP. Enables users and AI agents …
40940
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
40941
alcastaro
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
N/A N/A
40942
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
40943
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
40944
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
N/A N/A
40945
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
40946
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
40947
LLZ7758
qizhuan Claim
N/A N/A 95
40948
Funding-Machine
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
N/A N/A 95
40949
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
40950 N/A N/A 95
Showing 40901–40950 of 41157 servers
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