MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30301
billy-yoyo
A React single-page application served as an MCP server that renders different …
30302
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
30303 N/A N/A 95
30304
xiaobenyang-com
arxiv-paper Claim
N/A N/A 95
30305
yigitkonur
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
81
30306
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
30307
rplryan
Discovers and queries x402-payable APIs at runtime — enables autonomous agents …
30308
zecure
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
81
30309
bongartzdiaz
An MCP server that provides AI image generation and editing capabilities using …
30310
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
30311
zoharbabin
MCP server providing Google Search, web scraping, and multi-source research too…
N/A N/A 83
30312
pipeworx-io
Devto Claim
DEV.to MCP — wraps the DEV Community API (free, no auth for public reads)
30313
Galax-ai
Zoning, ADU eligibility, flood zone, setbacks, and buildability intelligence fo…
30314
namewhisper
Name Whisper Claim
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powere…
30315
xiaobenyang-com
logo-analyze Claim
提取任意网站的最佳Logo链接,方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度,自动挑选最合适的版本。节省查找与比对时间,让你的界面呈现更…
N/A N/A 95
30316
codixor
A Docker-managed MCP server for analyzing React codebases and generating compon…
N/A N/A
30317
rodrigojille
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
N/A N/A 73
30318
jpoindexter
ableton-mcp Claim
Control Ableton Live with AI - 200+ tools via MCP, REST API, and Max for Live. …
N/A N/A
30319
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
30320
xfn-jjw
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a …
30321
ndeast
Provides Claude with SQL access to Hevy workout history and personal training c…
N/A N/A 95
30322
nexo Claim 1
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
N/A N/A 81
30323
Cristophereasygoing927
compare-mcp Claim
Enables multi-model code review by fanning out issues to multiple LLMs simultan…
30324
mathiaschu
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
N/A N/A 95
30325
zueai
An MCP server that visually reviews UI edit requests by comparing screenshots b…
N/A N/A 95
30326
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
30327
leandrogavidia
Query VeChain accounts, transactions, blocks, and fees, and search official doc…
N/A N/A
30328
susancodes55
A Model Context Protocol server that provides access to the HackTricks knowledg…
N/A N/A 95
30329
reshaprio
reshapr Claim
The open source, no-code MCP Server for AI-Native API Access
N/A N/A
30330
ragalgo
mcp-server Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
N/A N/A 95
30331
camfortin
imessage-mcp Claim
A local MCP server that enables reading iMessage conversations and sending new …
N/A N/A
30332
aisacAdmin
SecOps MCP Claim
Provides access to 13+ penetration testing and security audit tools through a u…
81
30333
velt-js
Provide AI assistants and MCP clients with detailed analytics data about organi…
N/A N/A 95
30334
EliotShift
lore-mcp Claim
Architectural memory layer for AI coding. Automatically extracts decisions, det…
N/A N/A
30335
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
30336
casestudies
Search, analyse, and compare thousands of real company case studies. Built for …
30337
romudille-bit
AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: tok…
30338 N/A N/A 95
30339
steve228uk
Metro MCP Claim
MCP server for React Native/Expo runtime debugging, inspection, and automation …
N/A N/A
30340
rajkumaranbu07
cf-ai Claim
N/A N/A 95
30341
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
30342
bytario Claim 1
40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operati…
N/A N/A 69
30343
agentzonemkp
Enables LLMs to search, discover, and interact with over 37,000 verified on-cha…
30344
jkwjkw1020-bot
jaso-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
30345
billyfranklim1
MCP server that integrates Evolution API to enable WhatsApp messaging, chat man…
30346
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
N/A N/A 69
30347
scalarian
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
N/A N/A
30348
Greenhouse MCP Claim 1
Production-ready MCP server for Greenhouse with 175 tools for recruiting teams
N/A N/A 81
30349
true-alter
~Alter SDK Claim
TypeScript SDK for ALTER - identity infrastructure for the AI economy. alter-m…
30350 N/A N/A 95
Showing 30301–30350 of 33537 servers
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