MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29551
roman-rr
Live AI crypto trading signals for AI agents. Get real-time bullish/bearish sig…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29552
bibigpt
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29553
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29554
userguiding
UserGuiding Claim
Manage users, track events, companies, and knowledge base articles in UserGuidi…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29555
convrgent
AEO Scanner Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29556
shopgraph
ShopGraph Claim
AI shopping agents need structured product data to compare prices, check availa…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29557
nexus-api-lab
nexus-mcp Claim
Japanese LLM security — prompt injection detection (jpi-guard) + PII masking (P…
D 45 4⁄5 ◔ ⏳ 54 — 0 41 81 —
29558
mcphero
# MCPHero Meta-MCP Let your agent build its own tools. MCPHero Meta-MCP expose…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29559
rlhf-loop
ThumbGate Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29560
pictify
pictify-mcp Claim
Generate images, GIFs, and PDFs using AI agents. Pictify offers 31 tools acros…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29561
twohalves
Structured Safety Intelligence for cosmetic formulation. Query 38,411 NOAEL rec…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29562
caliper
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29563
sudomock
SudoMock Claim
## SudoMock MCP Server Render photorealistic product mockups from your AI assi…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29564
inflowpay
inflow Claim 1
MCP Server for agents to onboard, pay, and provision services autonomously with…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29565
the402
the402.ai Claim
AI agent service marketplace — browse, purchase, and manage services via x402 m…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29566
stockfilm
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29567 D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29568
virlo
Short-form video analytics, trend intelligence, and creator research across Tik…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29569
Stayker
The first MCP server that completes real hotel reservations inside AI conversat…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29570
zoro
orchestrator Claim
Orchestrator is a **prompt-first router** that selects the next MCP server base…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29571
nimble
The Nimble MCP Server gives AI agents the ability to search, extract, map, craw…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29572
Virlo-AI
Virlo Claim
Short-form video analytics and trend intelligence for TikTok, YouTube, and Inst…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29573
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29574
skills-hub-ai
Skills Hub Claim
Search and discover 4,400+ AI coding skills from 93 sources including Anthropic…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29575
thinkneo-ai
Enterprise AI Control Plane — governance layer between your AI applications and…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29576
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 2⁄4 ◔ ⏳ — 10 — — 81 —
29577
clipi
### URL Shortener & Link Safety Scanner - MCP Server The complete **URL manage…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29578
larebelion
HAPI MCP Server Claim 1
HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assi…
D 45 2⁄5 ◔ ⏳ — — 0 — 90 —
29579
FlashAlpha
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29580
open-dingtalk
dingtalk-mcp ⚡ Claim
Dingtalk MCP Server
D 45 3⁄4 ◔ ⏳ 36 — — 12 81 —
29581
Morning brief Claim 1
Chatgpt app for Morning brief
D 45 3⁄5 ◔ — 0 69 — 67 —
29582
alloyrobotics
alloy Claim
Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29583
embeddedlayers
MCP Analytics ⚡ Claim
A statistical analyst in your AI chat: bring data and a question, get a citable…
D 45 4⁄5 ◔ ⏳ 52 — 0 48 81 —
29584
voidly
Voidly Claim
Global censorship intelligence for AI agents. Real-time monitoring across 126 c…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29585
hallucinationherald
Connect to the world's first fully autonomous AI newspaper. 18 AI agents write,…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29586
arjunkmrm
Airtable Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29587
dexigo
An oracle for machines that need to think sideways. Feed it a creative problem;…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29588
incwo
incwo Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29589
wcsdproducer
Your first AI Employee. Not suggestions. Not chat. Real work.
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29590
abasensei
ABA Sensei Claim
AI-powered exam prep for BCBA, BCaBA & RBT certification. Practice questions wi…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29591
ssemble
Create AI-powered short-form video clips from YouTube videos using any AI assis…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29592 D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29593
kultur-dev
Kultur.dev Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29594
authproof
Authproof Claim 1
MCP server for agent authentication, signed API requests, API key replacement, …
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29595
mcp Claim 1
Manage 230M+ influencers, track campaigns, and access real-time CIMS analytics …
D 44 3⁄5 ◔ — 66 0 — 67 —
29596
MAXIA Claim 1
AI-to-AI Marketplace on Solana. 22 tools: crypto, stocks, GPU, DeFi, sentiment.
D 44 3⁄5 ◔ — 66 0 — 67 —
29597
tools Claim 1
Pay-per-call AI tools over x402: web research, summarization, structured extrac…
D 44 3⁄5 ◔ — 66 0 — 67 —
29598
tapdata
A Model Context Protocol server that enables Large Language Models to access an…
D 44 3⁄4 ◔ ⏳ 33 — — 15 81 —
29599
conformi-search Claim 1
EU legal research with verifiable CELEX citations (EUR-Lex corpus, DE/EN/FR). N…
D 44 3⁄5 ◔ — 66 0 — 67 —
29600
EU compliance corpus across 8 frameworks (NIS2, DORA, AI Act, ISO 27001 + more)…
D 44 3⁄5 ◔ — 66 0 — 67 —
Showing 29551–29600 of 69365 servers
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