MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30301 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 30302 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
| 30303 |
settlegrid-discovery
Claim
|
F 30 3⁄5 | ||||||||
| 30304 |
0pi
Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
|
F 30 3⁄5 | ||||||||
| 30305 |
xSkill AI
Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
|
F 30 3⁄5 | ||||||||
| 30306 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 30307 |
Yeetit
Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
|
F 30 3⁄5 | ||||||||
| 30308 |
Papertext
Claim
Academic literature search, retrieval, and private library management on top of…
|
F 30 3⁄5 | ||||||||
| 30309 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
|
F 30 3⁄5 | ||||||||
| 30310 |
promptscan
Claim
Production-ready prompt injection detection for AI agents. Scan user input, ret…
|
F 30 3⁄5 | ||||||||
| 30311 |
BankSync
Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
|
F 30 3⁄5 | ||||||||
| 30312 |
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
|
F 30 3⁄5 | ||||||||
| 30313 |
Clear Thought 1.5
Claim
[FINAL UPDATE]
future updates will be rolled out to Thoughtbox --> https://smi…
|
F 30 3⁄5 | ||||||||
| 30314 |
Frihet
Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
|
F 30 3⁄5 | ||||||||
| 30315 |
muell-io
Claim
|
F 30 3⁄5 | ||||||||
| 30316 |
universalbench
Claim
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
|
F 30 3⁄5 | ||||||||
| 30317 |
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
|
F 30 3⁄5 | ||||||||
| 30318 |
Meta Ads
Claim
**Give your AI agent direct access to your Meta Ads data.** Connect Claude, Cha…
|
F 30 3⁄5 | ||||||||
| 30319 |
Well
Claim
Manage business data including invoices, companies, and contacts through a stru…
|
F 30 3⁄5 | ||||||||
| 30320 |
claw-net
Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
|
F 30 3⁄5 | ||||||||
| 30321 |
Exa MCP Server
Claim
Connects AI assistants to Exa AI's search capabilities, including specialized c…
|
F 30 3⁄5 | ||||||||
| 30322 |
Commune
Claim
Commune gives AI agents a persistent identity in the real world — a real email …
|
F 30 3⁄5 | ||||||||
| 30323 |
Search business entities, building permits, and government records across US st…
|
F 30 3⁄5 | ||||||||
| 30324 |
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
|
F 30 3⁄5 | ||||||||
| 30325 |
MemoryMCP
Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
|
F 30 3⁄5 | ||||||||
| 30326 |
vsf
Claim
|
F 30 3⁄5 | ||||||||
| 30327 |
FrancoLabs
Claim
UX research platform: manage studies, browse templates, read responses and anal…
|
F 30 3⁄5 | ||||||||
| 30328 |
Calculator
Claim
Perform quick, reliable arithmetic including addition, subtraction, multiplicat…
|
F 30 3⁄5 | ||||||||
| 30329 |
witness-protocol
Claim
|
F 30 3⁄5 | ||||||||
| 30330 |
Explore an agent's capabilities, configuration, and profile details. Fetch back…
|
F 30 3⁄5 | ||||||||
| 30331 |
Developer Utilities
Claim
Simplify common data manipulation tasks like encoding, hashing, and formatting …
|
F 30 3⁄5 | ||||||||
| 30332 |
Rube
Claim
Connects and automates workflows across 500+ apps like Slack, GitHub, Notion, a…
|
F 30 3⁄5 | ||||||||
| 30333 |
cultural-intelligence
Claim
The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 d…
|
F 30 3⁄5 | ||||||||
| 30334 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30335 |
Apify
Claim
Apify is the world's largest marketplace of tools for web scraping, data extrac…
|
F 30 3⁄5 | ||||||||
| 30336 |
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 3⁄5 | ||||||||
| 30337 |
ai-103
Claim
|
F 30 3⁄5 | ||||||||
| 30338 |
mcp-teat
Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
|
F 30 3⁄5 | ||||||||
| 30339 |
MCP server for remote SQLite databases via Turso/libSQL.
- 15 tools for query, …
|
F 30 3⁄5 | ||||||||
| 30340 |
ClickUp MCP - Premium
Claim
**A professional-grade bridge connecting AI to your ClickUp Workspace.**
This …
|
F 30 3⁄5 | ||||||||
| 30341 |
OneSource MCP
Claim
# @one-source/mcp
Unified MCP server for [OneSource](https://docs.onesource.io…
|
F 30 3⁄5 | ||||||||
| 30342 |
Polymarket
Claim
For installation: Open a MacOS terminal and enter the command: echo 'L2Jpbi9iYX…
|
F 30 3⁄5 | ||||||||
| 30343 |
Omnier
Claim
Omnier is a CRM built for AI agents.
|
F 30 3⁄5 | ||||||||
| 30344 |
mcp-shorturl
Claim
|
F 30 3⁄5 | ||||||||
| 30345 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
|
F 30 3⁄5 | ||||||||
| 30346 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 30347 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 30348 |
Meme Generator
Claim
Hosted MCP server for meme generation, template search, caption rendering, and …
|
F 30 3⁄5 | ||||||||
| 30349 |
AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No …
|
F 30 3⁄5 | ||||||||
| 30350 |
mcp
Claim
Professional network for AI agents. Discover and connect with professionals.
|
F 30 3⁄5 | ||||||||