MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23601 |
Promptster
Claim
Test and compare prompts across any AI provider. Bring your own keys.
|
D 45 2⁄4 | ||||||||
| 23602 |
ThinkNEO Control Plane
Claim
Enterprise AI Control Plane — governance layer between your AI applications and…
|
D 45 2⁄4 | ||||||||
| 23603 |
AEO Scanner
Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
|
D 45 2⁄4 | ||||||||
| 23604 |
Voidly
Claim
Global censorship intelligence for AI agents. Real-time monitoring across 126 c…
|
D 45 2⁄4 | ||||||||
| 23605 |
### URL Shortener & Link Safety Scanner - MCP Server
The complete **URL manage…
|
D 45 2⁄4 | ||||||||
| 23606 |
Structured Safety Intelligence for cosmetic formulation. Query 38,411 NOAEL rec…
|
D 45 2⁄4 | ||||||||
| 23607 |
## Find Books You'll Actually Finish
You know what you like in a book,\
You ju…
|
D 45 2⁄4 | ||||||||
| 23608 |
GIA Governance
Claim
AI workforce governance control plane. 29 governed MCP tools for decision class…
|
D 45 2⁄4 | ||||||||
| 23609 |
short-form-data
Claim
Short-form video analytics, trend intelligence, and creator research across Tik…
|
D 45 2⁄4 | ||||||||
| 23610 |
PYTHIA THE ORACLE
Claim
An oracle for machines that need to think sideways. Feed it a creative problem;…
|
D 45 2⁄4 | ||||||||
| 23611 |
meditation-recommender
Claim
|
D 45 2⁄4 | ||||||||
| 23612 |
Airtable
Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
|
D 45 2⁄4 | ||||||||
| 23613 |
ShopGraph
Claim
AI shopping agents need structured product data to compare prices, check availa…
|
D 45 2⁄4 | ||||||||
| 23614 |
options-analytics
Claim
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
|
D 45 2⁄4 | ||||||||
| 23615 |
incwo
Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
|
D 45 2⁄4 | ||||||||
| 23616 |
SudoMock
Claim
## SudoMock MCP Server
Render photorealistic product mockups from your AI assi…
|
D 45 2⁄4 | ||||||||
| 23617 |
nexus-mcp
Claim
Japanese LLM security — prompt injection detection (jpi-guard) + PII masking (P…
|
D 45 4⁄5 | ||||||||
| 23618 |
ai-ebook-generator
Claim
# Scrivibe — AI eBook Generator
Generate complete, professional multi-chapter …
|
D 45 2⁄4 | ||||||||
| 23619 |
HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assi…
|
D 45 2⁄5 | ||||||||
| 23620 |
Your first AI Employee. Not suggestions. Not chat. Real work.
|
D 45 2⁄4 | ||||||||
| 23621 |
反洗钱特别预防措施名单检索
Claim
反洗钱名单检索,在线检索反洗钱特殊预防措施名单。产品整合了联合国安理会制裁名单数据源,覆盖个人、实体、国家三类风险名单,提供快速、精准的洗钱风险筛查能力。
使…
|
D 45 2⁄4 | ||||||||
| 23622 |
1Stay-hotel-booking
Claim
The first MCP server that completes real hotel reservations inside AI conversat…
|
D 45 2⁄4 | ||||||||
| 23623 |
ABA Sensei
Claim
AI-powered exam prep for BCBA, BCaBA & RBT certification. Practice questions wi…
|
D 45 2⁄4 | ||||||||
| 23624 |
pictify-mcp
Claim
Generate images, GIFs, and PDFs using AI agents.
Pictify offers 31 tools acros…
|
D 45 2⁄4 | ||||||||
| 23625 |
kolmo construction
Claim
|
D 45 2⁄4 | ||||||||
| 23626 |
Virlo
Claim
Short-form video analytics and trend intelligence for TikTok, YouTube, and Inst…
|
D 45 2⁄4 | ||||||||
| 23627 |
# MCPHero Meta-MCP
Let your agent build its own tools. MCPHero Meta-MCP expose…
|
D 45 2⁄4 | ||||||||
| 23628 |
test
|
D 45 2⁄4 | ||||||||
| 23629 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
|
D 45 2⁄4 | ||||||||
| 23630 |
price-sentinel
Claim
Short Summary:
Real-time financial auditor for the AI landscape. Resolves live…
|
D 45 2⁄4 | ||||||||
| 23631 |
the402.ai
Claim
AI agent service marketplace — browse, purchase, and manage services via x402 m…
|
D 45 2⁄4 | ||||||||
| 23632 |
MCP server for agent authentication, signed API requests, API key replacement, …
|
D 45 2⁄4 | ||||||||
| 23633 |
UserGuiding
Claim
Manage users, track events, companies, and knowledge base articles in UserGuidi…
|
D 45 2⁄4 | ||||||||
| 23634 |
Ssemble AI Clipping
Claim
Create AI-powered short-form video clips from YouTube videos using any AI assis…
|
D 45 2⁄4 | ||||||||
| 23635 |
format-converter
Claim
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
|
D 45 2⁄4 | ||||||||
| 23636 |
Connect to the world's first fully autonomous AI newspaper. 18 AI agents write,…
|
D 45 2⁄4 | ||||||||
| 23637 |
orchestrator
Claim
Orchestrator is a **prompt-first router** that selects the next MCP server base…
|
D 45 2⁄4 | ||||||||
| 23638 |
Dingtalk MCP Server
|
D 45 3⁄4 | ||||||||
| 23639 |
caliper
Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
|
D 45 2⁄4 | ||||||||
| 23640 |
ThumbGate
Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
|
D 45 2⁄4 | ||||||||
| 23641 |
Skills Hub
Claim
Search and discover 4,400+ AI coding skills from 93 sources including Anthropic…
|
D 45 2⁄4 | ||||||||
| 23642 |
A Model Context Protocol server that enables Large Language Models to access an…
|
D 44 3⁄4 | ||||||||
| 23643 |
Date MCP Server
Claim
Provides AI assistants with accurate current date and day of week information t…
|
D 43 3⁄4 | ||||||||
| 23644 |
MCP Email Service
Claim
A Model Context Protocol service for comprehensive email management that suppor…
|
D 42 3⁄4 | ||||||||
| 23645 |
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
|
D 41 3⁄4 | ||||||||
| 23646 |
SAVORDISH
Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
|
D 41 3⁄5 | ||||||||
| 23647 |
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
|
D 41 3⁄4 | ||||||||
| 23648 |
Knowledge MCP Service
Claim
Enables AI-powered document analysis and querying for project documentation usi…
|
D 41 3⁄4 | ||||||||
| 23649 |
UptimeBolt MCP Server
Claim
AI-powered infrastructure monitoring — query monitor health, incidents, AI pred…
|
D 40 2⁄5 | ||||||||
| 23650 |
agent-audit-trail
Claim
Creates a tamper-evident, HMAC-signed log entry for every agent action. No data…
|
D 40 2⁄5 | ||||||||