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