MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48551
songyaeji
Enables searching and retrieving security conference papers from major venues (…
48552
Agent-Lilith
lilith-gmail Claim
Enables semantic search, retrieval, and summarization of Gmail emails with priv…
N/A N/A
48553
benkeeley9
Enables AI assistants to execute SQL queries and explore databases, tables, and…
N/A N/A
48554
junter1989k-ai
Hong Kong payments for AI agents — Alipay / WeChat Pay via Stripe. Never holds …
48555
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
48556
RavaniRoshan
WinScript Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
N/A N/A
48557
mariuszbyahoo
A self-hosted MCP server providing a governed interface for AI agents to intera…
N/A N/A
48558
vaibhavGala262
A collection of MCP servers demonstrating math operations, weather data, and La…
N/A N/A
48559
CKBrennan
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
N/A N/A
48560
commair-tools
Enables AI-assisted field service management through the Service Fusion API, in…
48561
pmady
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
48562
vanthienha199
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
N/A N/A
48563
louagej
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
N/A N/A
48564
thomandretti
Enables Claude to read Crusader Kings III save files and retrieve strategic gam…
N/A N/A
48565
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
48566
vishmathpati
AdSense MCP Claim
A Model Context Protocol (MCP) server that gives Claude Desktop direct access t…
N/A N/A
48567
cocodedk
codescan Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
N/A N/A
48568
Moonwuk
MoonMCP Claim
A scope-aware bug-bounty & reconnaissance MCP server that works out of the box …
48569
011011100
Enables interacting with Feishu (Lark) multidimensional tables through MCP tool…
N/A N/A
48570
pedroalexleite
Copilot MCP Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
48571
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt m…
N/A N/A 81
48572
olivier-mj
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
48573
kascoded
A production-grade Notion MCP server with full CRUD, search, and schema validat…
48574
mutamiri-sudo
Rewrites resumes to beat ATS screening (Workday, Greenhouse, iCIMS, Taleo) agai…
48575
lumifyai
Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, fr…
48576
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
48577
flagify-com
UniMCPSim Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
48578
fortae84
A TypeScript boilerplate for building Model Context Protocol (MCP) servers with…
N/A N/A
48579
luke-nielsen
walmart-mcp Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
48580
myexperimenthub
local-mysql Claim
Provides read-only access to a local MySQL database, enabling SQL queries, data…
N/A N/A
48581
gzmagyari
RepoChatMCP Claim
A zero-dependency MCP server that enables searching and reading local Claude Co…
N/A N/A
48582
SzeMeng76
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
48583
Adamovskiy
test Claim
N/A N/A 95
48584
srgio-es
Integrates with Teamcenter PLM using its REST API, enabling search, create, upd…
48585
groundlogic-ai-source
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
48586
kalikin-artem
Enables semantic search over local markdown note collections using vector embed…
N/A N/A
48587
wiliamdarmawan
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
N/A N/A
48588
ManiKsi
A professional MCP server for Bitbucket Server that enables automation of pull …
81
48589
xianman
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
48590
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
N/A N/A 95
48591
aparajithn
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
N/A N/A
48592
dkruyt
mcp-nettools Claim
A Model Context Protocol server that provides network diagnostics and scanning …
48593
BrunonXU
Enables AI assistants to search real content from Xiaohongshu and Zhihu, suppor…
N/A N/A
48594
lichuanrong7
Enables Cursor AI to interact with MySQL databases through natural language, su…
48595
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
48596
wesleyferreirarcanjo
Arc Todo MCP Claim
MCP server that wraps the Arc Todo REST API to manage tasks, knowledge, and wor…
48597
leevydanomalik
deephr-mcp Claim
Read-only MCP server that proxies deepHR's API to MCP clients, enabling interac…
48598
VecGrep
VecGrep Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
N/A N/A
48599
mohsinkhadim59
Automatically extracts subtitles, captures screenshots at specified timestamps,…
N/A N/A
48600
pipeworx-io
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
Showing 48551–48600 of 67226 servers
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