MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23601
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 24 10 81
23602
thinkneo-ai
Enterprise AI Control Plane — governance layer between your AI applications and…
D 45 24 10 81
23603
convrgent
AEO Scanner Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
D 45 24 10 81
23604
voidly
Voidly Claim
Global censorship intelligence for AI agents. Real-time monitoring across 126 c…
D 45 24 10 81
23605
clipi
### URL Shortener & Link Safety Scanner - MCP Server The complete **URL manage…
D 45 24 10 81
23606
twohalves
Structured Safety Intelligence for cosmetic formulation. Query 38,411 NOAEL rec…
D 45 24 10 81
23607
catalo-ai
## Find Books You'll Actually Finish You know what you like in a book,\ You ju…
D 45 24 10 81
23608
knowledgepa3
AI workforce governance control plane. 29 governed MCP tools for decision class…
D 45 24 10 81
23609
virlo
Short-form video analytics, trend intelligence, and creator research across Tik…
D 45 24 10 81
23610
dexigo
An oracle for machines that need to think sideways. Feed it a creative problem;…
D 45 24 10 81
23611 D 45 24 10 81
23612
arjunkmrm
Airtable Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
D 45 24 10 81
23613
shopgraph
ShopGraph Claim
AI shopping agents need structured product data to compare prices, check availa…
D 45 24 10 81
23614
FlashAlpha
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
D 45 24 10 81
23615
incwo
incwo Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
D 45 24 10 81
23616
sudomock
SudoMock Claim
## SudoMock MCP Server Render photorealistic product mockups from your AI assi…
D 45 24 10 81
23617
nexus-api-lab
nexus-mcp Claim
Japanese LLM security — prompt injection detection (jpi-guard) + PII masking (P…
D 45 45 54 0 41 81
23618
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
D 45 24 10 81
23619
larebelion
HAPI MCP Server Claim 1
HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assi…
D 45 25 0 90
23620
wcsdproducer
Your first AI Employee. Not suggestions. Not chat. Real work.
D 45 24 10 81
23621
gsyu-mcp-server
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 24 10 81
23622
Stayker
The first MCP server that completes real hotel reservations inside AI conversat…
D 45 24 10 81
23623
abasensei
ABA Sensei Claim
AI-powered exam prep for BCBA, BCaBA & RBT certification. Practice questions wi…
D 45 24 10 81
23624
pictify
pictify-mcp Claim
Generate images, GIFs, and PDFs using AI agents. Pictify offers 31 tools acros…
D 45 24 10 81
23625 D 45 24 10 81
23626
Virlo-AI
Virlo Claim
Short-form video analytics and trend intelligence for TikTok, YouTube, and Inst…
D 45 24 10 81
23627
mcphero
# MCPHero Meta-MCP Let your agent build its own tools. MCPHero Meta-MCP expose…
D 45 24 10 81
23628 D 45 24 10 81
23629
stockfilm
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
D 45 24 10 81
23630
krugex
Short Summary: Real-time financial auditor for the AI landscape. Resolves live…
D 45 24 10 81
23631
the402
the402.ai Claim
AI agent service marketplace — browse, purchase, and manage services via x402 m…
D 45 24 10 81
23632
authproof
Authproof Claim 1
MCP server for agent authentication, signed API requests, API key replacement, …
D 45 24 10 81
23633
userguiding
UserGuiding Claim
Manage users, track events, companies, and knowledge base articles in UserGuidi…
D 45 24 10 81
23634
ssemble
Create AI-powered short-form video clips from YouTube videos using any AI assis…
D 45 24 10 81
23635
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
D 45 24 10 81
23636
hallucinationherald
Connect to the world's first fully autonomous AI newspaper. 18 AI agents write,…
D 45 24 10 81
23637
zoro
orchestrator Claim
Orchestrator is a **prompt-first router** that selects the next MCP server base…
D 45 24 10 81
23638
open-dingtalk
dingtalk-mcp Claim
Dingtalk MCP Server
D 45 34 36 12 81
23639
caliper
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
D 45 24 10 81
23640
rlhf-loop
ThumbGate Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
D 45 24 10 81
23641
skills-hub-ai
Skills Hub Claim
Search and discover 4,400+ AI coding skills from 93 sources including Anthropic…
D 45 24 10 81
23642
tapdata
A Model Context Protocol server that enables Large Language Models to access an…
D 44 34 33 15 81
23643
GaryRogers
Provides AI assistants with accurate current date and day of week information t…
D 43 34 30 16 81
23644
leeguooooo
A Model Context Protocol service for comprehensive email management that suppor…
D 42 34 30 12 81
23645
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
23646
savordish
SAVORDISH Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
D 41 35 10 33 81
23647
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
23648
vietnama10
Enables AI-powered document analysis and querying for project documentation usi…
D 41 34 26 13 81
23649
uptimebolt
AI-powered infrastructure monitoring — query monitor health, incidents, AI pred…
D 40 25 0 81
23650
found402
Creates a tamper-evident, HMAC-signed log entry for every agent action. No data…
D 40 25 0 81
Showing 23601–23650 of 33379 servers
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