MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30024
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30451
HeBeiaa
MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server fo…
30452
jonowhyman
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
30453
ismailrz
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
30454
xiexiajiao
HiveServer2 MCP Claim 1
A MCP server that allows users to interact with HiveServer2 through an API inte…
N/A N/A 95
30455
zhouxiangjing
mcp-ssh Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
N/A N/A
30456
light4
Enables dynamic and reflective problem-solving through a structured thinking pr…
30457
Rexcraig
AgentRamp Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
30458
MR901
plots-mcp Claim 1
MCP server for data visualization with Mermaid charts.
N/A N/A 95
30459
inchan
other-agents Claim
N/A N/A 95
30460
qtalen
An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI a…
N/A N/A
30461
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
30462
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
N/A N/A 69
30463
@juice928
leiga_mcp_smithery Claim
N/A N/A 95
30464
fr0ster
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
30465
Ataraxy-Labs
sem Claim
Entity-level code intelligence: semantic diff, impact analysis, blame, and cont…
N/A N/A
30466
Czaruno
tui-canvas Claim
MCP server for creating interactive terminal canvases (calendar, document, flig…
N/A N/A
30467
SachinGawande2003
A bioinformatics MCP server that connects AI clients to over 30 life science da…
30468
mpessis
A supply-side operations diagnostic MCP server for bid rate analysis, IVT detec…
N/A N/A
30469
paulieb89
UK property data MCP server for AI hosts (Claude, ChatGPT). Wraps Land Registry…
30470
swatchdog-dev
validator Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
30471
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A 95
30472
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
30473
WebCrawlerAPI
Integrates WebcrawlerAPI's web scraping and crawling capabilities into MCP-comp…
30474
RobertRigCollective
A proxy server that standardizes access to the Congress.gov API by automaticall…
N/A N/A 95
30475
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
30476
dachhack
stathead-mcp Claim
Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
N/A N/A
30477
RyutoYoda
A Model Context Protocol server for managing and executing dbt Cloud jobs via C…
30478
nol-mcp Claim 1
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
N/A N/A 81
30479
edarrington
gmail-mcp Claim
Enables Gmail integration with Claude Code for reading, sending, searching emai…
30480
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
30481
ProsodyAI
Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …
30482
H2SO4620
ForgeSwarm Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
30483
klinikal
beanie-mcp Claim
An MCP server for querying Beancount ledgers using natural language, enabling f…
N/A N/A
30484
jameslai-sparkofy
MCP Internal Claim
A secure two-layer MCP integration system that connects local thin clients to a…
81
30485
izzy0101010101
Enables management of penetration testing reports and vulnerabilities through a…
81
30486
Termi24
eyeot ERP Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
30487
mtop-devtools Claim 1
让 AI 与 Chrome 浏览器实时交互:获取历史请求、控制台日志、RUM/埋点事件,并动态设置 Mock 数据。
N/A N/A 81
30488
senoj100-alt
FitnessMCP Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
81
30489
Zwondra
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
30490
floradistro
SwagManager MCP Claim 1
An MCP server for SwagManager that enables comprehensive management of inventor…
81
30491
TateLyman
Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.
N/A N/A
30492
gitHubDujianfeng
duke-book Claim
Manage Duke Bookmark notes, categories, and knowledge search from MCP clients.
N/A N/A 83
30493
stellagent
Presso Claim
Connect your e-commerce and marketing data to AI assistants via MCP. Presso int…
N/A N/A 95
30494
brightlikethelight
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
N/A N/A
30495
ncee-dp-tech-sme
Enables interaction with IBM Guardium Cryptographic Manager (GCM) for cryptogra…
N/A N/A
30496
mcp-v1 Claim 1
Sub-cent factual claim verification against live data sources.
N/A N/A 81
30497
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
81
30498
danielrosehill
donetick-mcp Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
30499
ragionex
Dynamic semantic memory for AI assistants that persists across sessions and cli…
30500
easyname889
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
N/A N/A
Showing 30451–30500 of 61340 servers
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