MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37401
trailblazelabs
AI-powered regulatory intelligence for financial services, enabling conversatio…
37402
navin2031992
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
37403
Yacine-ai-tech
AgentKit Claim
Exposes enterprise KPIs, health scores, forecasting, and anomaly detection as M…
37404
ma-serra
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
37405
Yongthyuan
A local-first bridge for moving useful context between coding agents, indexing …
N/A N/A
37406
songyaeji
Enables searching and retrieving security conference papers from major venues (…
37407
Agent-Lilith
lilith-gmail Claim
Enables semantic search, retrieval, and summarization of Gmail emails with priv…
N/A N/A
37408
benkeeley9
Enables AI assistants to execute SQL queries and explore databases, tables, and…
N/A N/A
37409
mariuszbyahoo
A self-hosted MCP server providing a governed interface for AI agents to intera…
N/A N/A
37410
vaibhavGala262
A collection of MCP servers demonstrating math operations, weather data, and La…
N/A N/A
37411
junter1989k-ai
Hong Kong payments for AI agents — Alipay / WeChat Pay via Stripe. Never holds …
37412
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
37413
RavaniRoshan
WinScript Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
N/A N/A
37414
CKBrennan
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
N/A N/A
37415
commair-tools
Enables AI-assisted field service management through the Service Fusion API, in…
37416
pmady
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
37417
vanthienha199
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
N/A N/A
37418
louagej
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
N/A N/A
37419
011011100
Enables interacting with Feishu (Lark) multidimensional tables through MCP tool…
N/A N/A
37420
CSOAI-ORG
budget-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37421
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
37422
thomandretti
Enables Claude to read Crusader Kings III save files and retrieve strategic gam…
N/A N/A
37423
vishmathpati
AdSense MCP Claim
A Model Context Protocol (MCP) server that gives Claude Desktop direct access t…
N/A N/A
37424
cocodedk
codescan Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
N/A N/A
37425
Moonwuk
MoonMCP Claim
A scope-aware bug-bounty & reconnaissance MCP server that works out of the box …
37426
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt m…
N/A N/A 81
37427
pedroalexleite
Copilot MCP Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
37428
olivier-mj
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
37429
kascoded
A production-grade Notion MCP server with full CRUD, search, and schema validat…
37430
mutamiri-sudo
Rewrites resumes to beat ATS screening (Workday, Greenhouse, iCIMS, Taleo) agai…
37431
cg3
Prior Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
81
37432
flagify-com
UniMCPSim Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
37433
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
37434
luke-nielsen
walmart-mcp Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
37435
lumifyai
Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, fr…
37436
fortae84
A TypeScript boilerplate for building Model Context Protocol (MCP) servers with…
N/A N/A
37437
myexperimenthub
local-mysql Claim
Provides read-only access to a local MySQL database, enabling SQL queries, data…
N/A N/A
37438
Adamovskiy
test Claim
N/A N/A 95
37439
srgio-es
Integrates with Teamcenter PLM using its REST API, enabling search, create, upd…
37440
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
N/A N/A 95
37441
gzmagyari
RepoChatMCP Claim
A zero-dependency MCP server that enables searching and reading local Claude Co…
N/A N/A
37442
SzeMeng76
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
37443
Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
N/A N/A
37444
groundlogic-ai-source
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
37445
kalikin-artem
Enables semantic search over local markdown note collections using vector embed…
N/A N/A
37446
wiliamdarmawan
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
N/A N/A
37447
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
N/A N/A 95
37448
BoxLab-Ltd
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …
N/A N/A
37449
ManiKsi
A professional MCP server for Bitbucket Server that enables automation of pull …
81
37450
xianman
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
Showing 37401–37450 of 67181 servers
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