MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30301
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
30302
fontfreezer
FontFreezer Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
F 30 35 10 0 81
30303 F 30 35 10 0 81
30304
dizzydes
0pi Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
F 30 35 10 0 81
30305
hexiaochun
xSkill AI Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
F 30 35 10 0 81
30306
jamesmorgs14
Give your AI agent a body. Post real-world tasks such as deliveries, photogra…
F 30 35 10 0 81
30307
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
30308
jhytabest
Papertext Claim
Academic literature search, retrieval, and private library management on top of…
F 30 35 10 0 81
30309
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
F 30 35 10 0 81
30310
nicks-brn
promptscan Claim
Production-ready prompt injection detection for AI agents. Scan user input, ret…
F 30 35 10 0 81
30311
banksync
BankSync Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
F 30 35 10 0 81
30312
found402
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
F 30 35 10 0 81
30313
waldzellai
[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smi…
F 30 35 10 0 81
30314
frihet
Frihet Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
F 30 35 10 0 81
30315
lochmueller
muell-io Claim
F 30 35 10 0 81
30316
nikhilgogulwar
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 35 10 0 81
30317
agility
mcp-server Claim 1
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
F 30 35 10 0 81
30318
adadvisor
Meta Ads Claim
**Give your AI agent direct access to your Meta Ads data.** Connect Claude, Cha…
F 30 35 10 0 81
30319
well
Well Claim
Manage business data including invoices, companies, and contacts through a stru…
F 30 35 10 0 81
30320
xmint
claw-net Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
F 30 35 10 0 81
30321
AgentWings
Connects AI assistants to Exa AI's search capabilities, including specialized c…
F 30 35 10 0 81
30322
commune-dev
Commune Claim
Commune gives AI agents a persistent identity in the real world — a real email …
F 30 35 10 0 81
30323
avabuildsdata
Search business entities, building permits, and government records across US st…
F 30 35 10 0 81
30324
panchanga
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
F 30 35 10 0 81
30325
jhongjun1981
MemoryMCP Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
F 30 35 10 0 81
30326
gsudheer123
vsf Claim
F 30 35 10 0 81
30327
glauberfrancodesign
FrancoLabs Claim
UX research platform: manage studies, browse templates, read responses and anal…
F 30 35 10 0 81
30328
AITutor3
Calculator Claim
Perform quick, reliable arithmetic including addition, subtraction, multiplicat…
F 30 35 10 0 81
30329 F 30 35 10 0 81
30330
vinodkrishnan92
Explore an agent's capabilities, configuration, and profile details. Fetch back…
F 30 35 10 0 81
30331
aparajithn
Simplify common data manipulation tasks like encoding, hashing, and formatting …
F 30 35 10 0 81
30332
Composio
Rube Claim
Connects and automates workflows across 500+ apps like Slack, GitHub, Notion, a…
F 30 35 10 0 81
30333
sincetomorrow
The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 d…
F 30 35 10 0 81
30334 F 30 35 10 0 81
30335
apify
Apify Claim
Apify is the world's largest marketplace of tools for web scraping, data extrac…
F 30 35 10 0 81
30336
fate-craft
衍象坊MCP Claim
通过奇门遁甲与大六壬排盘,深度剖析时空与人事之变。借助中国传统术数框架,为复杂决策提供深刻洞察。运用系统化的古代智慧,精准预见事业、财运及情感趋势。 htt…
F 30 35 10 0 81
30337
learnnaga
ai-103 Claim
F 30 35 10 0 81
30338
Tasfiul-Hedayet
mcp-teat Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
F 30 35 10 0 81
30339
node2flow
SQLite Remote Claim 1
MCP server for remote SQLite databases via Turso/libSQL. - 15 tools for query, …
F 30 35 10 0 81
30340
taazkareem
**A professional-grade bridge connecting AI to your ClickUp Workspace.** This …
F 30 35 10 0 81
30341
one-source
# @one-source/mcp Unified MCP server for [OneSource](https://docs.onesource.io…
F 30 35 10 0 81
30342
polymarket
Polymarket Claim
For installation: Open a MacOS terminal and enter the command: echo 'L2Jpbi9iYX…
F 30 35 10 0 81
30343
jessesorsa
Omnier Claim
Omnier is a CRM built for AI agents.
F 30 35 10 0 81
30344
acedatacloud-mcp
mcp-shorturl Claim
F 30 35 10 0 81
30345
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
F 30 35 10 0 81
30346
francis-ros
Turn any language model into a multimodal powerhouse that can generate images, …
F 30 35 10 0 81
30347
irvmar
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
F 30 35 10 0 81
30348
memesio
Hosted MCP server for meme generation, template search, caption rendering, and …
F 30 35 10 0 81
30349
Lumiwealth
AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No …
F 30 35 10 0 81
30350
yoannarz
mcp Claim
Professional network for AI agents. Discover and connect with professionals.
F 30 35 10 0 81
Showing 30301–30350 of 66549 servers
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