MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42201
Skeptomenos
Production-ready MCP server for Google Workspace providing broad coverage acros…
42202
xiaobenyang-com
Analyze code to surface issues and improvements, and receive concise developer …
N/A N/A 95
42203
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
42204
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
81
42205
transoff
puppet-ai Claim
Full computer control for AI agents on macOS — see, click, type, scroll via MCP…
N/A N/A
42206
Rendershot
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
42207
LangGPT
ohmytoken Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
N/A N/A
42208
kszpakowski
gtc-mcp Claim
MCP server exposing insurance terms and conditions from the NN SOAP API, enabli…
N/A N/A
42209
KlrCe
Enables interaction with Brazil's Electronic Judicial Process (PJe) system to s…
N/A N/A 95
42210
MateDort
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
N/A N/A
42211
dominodatalab
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
N/A N/A
42212
Claire-s-Monster
Enables comprehensive collection and analysis of ClaudeCode development session…
N/A N/A
42213
Ithiel-Labs
MCP server providing 35 developer utility APIs (JSON formatting, code review, p…
42214
saadsh0
Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real…
42215
konseki-official
Konseki MCP Claim
Enables AI agents to query historical market context data from the Konseki API,…
42216
Vando-sketch
Enables managing Nextcloud tasks through natural language, including creating, …
42217
ggampp
MCP server providing 9 tools for coding agents to search technology, developmen…
N/A N/A
42218
CSOAI-ORG
MEOK CRA Article 14 Reporter MCP — actively-exploited-vulnerability notificatio…
42219 N/A N/A 95
42220
harshzagade
GuardX Claim
A keyless, defensive code-security auditor that scans codebases for hardcoded s…
N/A N/A
42221
howecheung
webvox-mcp Claim
Enables voice robots to perform real-time web searches via the Xiaozhi platform…
42222
StormAxis
storms Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
N/A N/A 95
42223
yundoun
docs-mcp Claim
MCP server + RAG chatbot that makes your MDX documentation searchable by AI ass…
42224
Iot-Viet-Solution
MCP server for qlda-viot task tracking, providing tools to view dashboard, upda…
42225
Mahinika
Enables creating, modifying, and managing MagicaVoxel .vox files through natura…
N/A N/A
42226
ahmedselimmansor-ctrl
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
N/A N/A
42227
orazionelson
existdb-mcp Claim
MCP server that connects Claude to eXist-db, enabling XQuery execution, offline…
42228
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
42229
tinyxia
MCP server for reading and sending iMessages on macOS. Exposes iMessage history…
N/A N/A
42230
zhuzhen-team
MCP server enabling Feishu/Lark operations including messaging as user, documen…
N/A N/A
42231
williamxhero
Safe Vision MCP enables safe and efficient local image inspection by generating…
N/A N/A
42232
Meerkats-Ai
Enables web scraping, RSS feed processing, and Google search via the Meerkats.a…
42233
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
N/A N/A
42234
ArkTechNWA
Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, …
81
42235
jeevestheagent
MCP server for RevenueCat that lets AI agents query subscriber data, check enti…
N/A N/A
42236
belal-elsabbagh-apex
Enables EHR Copilot operations such as order cloning, queue building, and execu…
42237
arithmetic-zz
MCP server for the Bring! shopping list API, enabling management of shopping li…
42238
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
42239
plone
Enables content management, search, workflow operations, and Volto blocks manag…
81
42240
markswendsen-code
mcp-geico Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
N/A N/A
42241
juSt-jeLLy
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
42242
capwitf
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
N/A N/A
42243
junter1989k-ai
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
42244
ebrandler
McPortfolio Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
N/A N/A
42245
sandeepreddygantla
Integrates multiple MCP servers with LLM capabilities for browser automation an…
N/A N/A
42246
sandeep-alluru
WorldOracle Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
N/A N/A
42247
VladYankovenko
Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…
N/A N/A
42248
srotzin
MCP server for Hive Origin that stamps work hashes with dual-signed post-quantu…
42249 N/A N/A 95
42250
toggle-workspace
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
Showing 42201–42250 of 67197 servers
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