MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28801
vcprimiani
CISSP exam prep: 3,600+ practice questions, study stats, and readiness scoring
D 45 24 10 81
28802
nimble
The Nimble MCP Server gives AI agents the ability to search, extract, map, craw…
D 45 24 10 81
28803
thinkneo-ai
Enterprise AI Control Plane — governance layer between your AI applications and…
D 45 24 10 81
28804
catalo-ai
## Find Books You'll Actually Finish You know what you like in a book,\ You ju…
D 45 24 10 81
28805
abasensei
ABA Sensei Claim
AI-powered exam prep for BCBA, BCaBA & RBT certification. Practice questions wi…
D 45 24 10 81
28806
rlhf-loop
ThumbGate Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
D 45 24 10 81
28807
convrgent
AEO Scanner Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
D 45 24 10 81
28808
icme-labs
Jailbreak-proof guardrails for AI agents. Policy enforcement powered by Automat…
D 45 24 10 81
28809
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
D 45 24 10 81
28810
open-dingtalk
dingtalk-mcp Claim
Dingtalk MCP Server
D 45 34 36 12 81
28811
FlashAlpha
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
D 45 24 10 81
28812
arjunkmrm
Airtable Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
D 45 24 10 81
28813
stockfilm
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
D 45 24 10 81
28814
zoro
orchestrator Claim
Orchestrator is a **prompt-first router** that selects the next MCP server base…
D 45 24 10 81
28815
twohalves
Structured Safety Intelligence for cosmetic formulation. Query 38,411 NOAEL rec…
D 45 24 10 81
28816
knowledgepa3
AI workforce governance control plane. 29 governed MCP tools for decision class…
D 45 24 10 81
28817
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
D 45 24 10 81
28818
kultur-dev
Kultur.dev Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
D 45 24 10 81
28819
rierino-open
Rierino Claim
Low-code MCP middleware development using microservices architecture for scalab…
D 45 34 36 12 81
28820
dexigo
An oracle for machines that need to think sideways. Feed it a creative problem;…
D 45 24 10 81
28821
wcsdproducer
Your first AI Employee. Not suggestions. Not chat. Real work.
D 45 24 10 81
28822
Stayker
The first MCP server that completes real hotel reservations inside AI conversat…
D 45 24 10 81
28823
sudomock
SudoMock Claim
## SudoMock MCP Server Render photorealistic product mockups from your AI assi…
D 45 24 10 81
28824 D 45 24 10 81
28825
pictify
pictify-mcp Claim
Generate images, GIFs, and PDFs using AI agents. Pictify offers 31 tools acros…
D 45 24 10 81
28826
nexus-api-lab
nexus-mcp Claim
Japanese LLM security — prompt injection detection (jpi-guard) + PII masking (P…
D 45 45 54 0 41 81
28827
roman-rr
Live AI crypto trading signals for AI agents. Get real-time bullish/bearish sig…
D 45 24 10 81
28828
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
28829
ask-ai
# Ask AI Data Connector Connect 18+ e-commerce and business data sources to …
D 45 24 10 81
28830
hallucinationherald
Connect to the world's first fully autonomous AI newspaper. 18 AI agents write,…
D 45 24 10 81
28831
incwo
incwo Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
D 45 24 10 81
28832
authproof
Authproof Claim 1
MCP server for agent authentication, signed API requests, API key replacement, …
D 45 24 10 81
28833
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 24 10 81
28834
alloyrobotics
alloy Claim
Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.
D 45 24 10 81
28835 D 45 24 10 81
28836
skills-hub-ai
Skills Hub Claim
Search and discover 4,400+ AI coding skills from 93 sources including Anthropic…
D 45 24 10 81
28837 D 45 24 10 81
28838
the402
the402.ai Claim
AI agent service marketplace — browse, purchase, and manage services via x402 m…
D 45 24 10 81
28839
ssemble
Create AI-powered short-form video clips from YouTube videos using any AI assis…
D 45 24 10 81
28840
userguiding
UserGuiding Claim
Manage users, track events, companies, and knowledge base articles in UserGuidi…
D 45 24 10 81
28841
caliper
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
D 45 24 10 81
28842
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
28843
shopgraph
ShopGraph Claim
AI shopping agents need structured product data to compare prices, check availa…
D 45 24 10 81
28844
krugex
Short Summary: Real-time financial auditor for the AI landscape. Resolves live…
D 45 24 10 81
28845
bibigpt
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
D 45 24 10 81
28846
embeddedlayers
analytics Claim
The statistical analyst in your AI chat — validated, citable, re-runnable analy…
D 45 45 52 0 48 81
28847
inflowpay
inflow Claim 1
MCP Server for agents to onboard, pay, and provision services autonomously with…
D 45 24 10 81
28848
mcphero
# MCPHero Meta-MCP Let your agent build its own tools. MCPHero Meta-MCP expose…
D 45 24 10 81
28849
voidly
Voidly Claim
Global censorship intelligence for AI agents. Real-time monitoring across 126 c…
D 45 24 10 81
28850
Virlo-AI
Virlo Claim
Short-form video analytics and trend intelligence for TikTok, YouTube, and Inst…
D 45 24 10 81
Showing 28801–28850 of 67197 servers
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