MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27551 |
BizClaw is a hosted remote MCP server for AI agents to discover, search, compar…
|
D 47 3⁄4 | ||||||||
| 27552 |
fluidattacks-mcp
|
D 47 3⁄4 | ||||||||
| 27553 |
KTA-Oracle
Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
|
D 46 4⁄5 | ||||||||
| 27554 |
Agent-native commerce for SEA/China/global. 43 brands. 6 tools. 9-language sear…
|
D 46 4⁄5 | ||||||||
| 27555 |
cinderwright-api
Claim
Cross-protocol agent payments hub. x402, MPP, L402/Lightning. 1551 services ind…
|
D 46 4⁄5 | ||||||||
| 27556 |
MCP Server for querying lotteries and results via the Lottery Results API.
|
D 46 3⁄4 | ||||||||
| 27557 |
ABA Sensei
Claim
AI-powered exam prep for BCBA, BCaBA & RBT certification. Practice questions wi…
|
D 45 2⁄4 | ||||||||
| 27558 |
the402.ai
Claim
AI agent service marketplace — browse, purchase, and manage services via x402 m…
|
D 45 2⁄4 | ||||||||
| 27559 |
Your first AI Employee. Not suggestions. Not chat. Real work.
|
D 45 2⁄4 | ||||||||
| 27560 |
UserGuiding
Claim
Manage users, track events, companies, and knowledge base articles in UserGuidi…
|
D 45 2⁄4 | ||||||||
| 27561 |
### URL Shortener & Link Safety Scanner - MCP Server
The complete **URL manage…
|
D 45 2⁄4 | ||||||||
| 27562 |
Connect to the world's first fully autonomous AI newspaper. 18 AI agents write,…
|
D 45 2⁄4 | ||||||||
| 27563 |
alloy
Claim
Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.
|
D 45 2⁄4 | ||||||||
| 27564 |
# MCPHero Meta-MCP
Let your agent build its own tools. MCPHero Meta-MCP expose…
|
D 45 2⁄4 | ||||||||
| 27565 |
format-converter
Claim
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
|
D 45 2⁄4 | ||||||||
| 27566 |
short-form-data
Claim
Short-form video analytics, trend intelligence, and creator research across Tik…
|
D 45 2⁄4 | ||||||||
| 27567 |
video-summarizer
Claim
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
|
D 45 2⁄4 | ||||||||
| 27568 |
GIA Governance
Claim
AI workforce governance control plane. 29 governed MCP tools for decision class…
|
D 45 2⁄4 | ||||||||
| 27569 |
ICME Preflight
Claim
Jailbreak-proof guardrails for AI agents. Policy enforcement powered by Automat…
|
D 45 2⁄4 | ||||||||
| 27570 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
|
D 45 2⁄4 | ||||||||
| 27571 |
ThumbGate
Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
|
D 45 2⁄4 | ||||||||
| 27572 |
1Stay-hotel-booking
Claim
The first MCP server that completes real hotel reservations inside AI conversat…
|
D 45 2⁄4 | ||||||||
| 27573 |
incwo
Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
|
D 45 2⁄4 | ||||||||
| 27574 |
CISSP exam prep: 3,600+ practice questions, study stats, and readiness scoring
|
D 45 2⁄4 | ||||||||
| 27575 |
## Find Books You'll Actually Finish
You know what you like in a book,\
You ju…
|
D 45 2⁄4 | ||||||||
| 27576 |
nexus-mcp
Claim
Japanese LLM security — prompt injection detection (jpi-guard) + PII masking (P…
|
D 45 4⁄5 | ||||||||
| 27577 |
AEO Scanner
Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
|
D 45 2⁄4 | ||||||||
| 27578 |
Promptster
Claim
Test and compare prompts across any AI provider. Bring your own keys.
|
D 45 2⁄4 | ||||||||
| 27579 |
MCP Server for agents to onboard, pay, and provision services autonomously with…
|
D 45 2⁄4 | ||||||||
| 27580 |
Kultur.dev
Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
|
D 45 2⁄4 | ||||||||
| 27581 |
Structured Safety Intelligence for cosmetic formulation. Query 38,411 NOAEL rec…
|
D 45 2⁄4 | ||||||||
| 27582 |
Airtable
Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
|
D 45 2⁄4 | ||||||||
| 27583 |
Analytics for business data: upload CSV or connect GA4/GSC, run ML/stats, get H…
|
D 45 4⁄5 | ||||||||
| 27584 |
SudoMock
Claim
## SudoMock MCP Server
Render photorealistic product mockups from your AI assi…
|
D 45 2⁄4 | ||||||||
| 27585 |
Virlo
Claim
Short-form video analytics and trend intelligence for TikTok, YouTube, and Inst…
|
D 45 2⁄4 | ||||||||
| 27586 |
Ssemble AI Clipping
Claim
Create AI-powered short-form video clips from YouTube videos using any AI assis…
|
D 45 2⁄4 | ||||||||
| 27587 |
caliper
Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
|
D 45 2⁄4 | ||||||||
| 27588 |
price-sentinel
Claim
Short Summary:
Real-time financial auditor for the AI landscape. Resolves live…
|
D 45 2⁄4 | ||||||||
| 27589 |
pictify-mcp
Claim
Generate images, GIFs, and PDFs using AI agents.
Pictify offers 31 tools acros…
|
D 45 2⁄4 | ||||||||
| 27590 |
ThinkNEO Control Plane
Claim
Enterprise AI Control Plane — governance layer between your AI applications and…
|
D 45 2⁄4 | ||||||||
| 27591 |
Trading Signals
Claim
Live AI crypto trading signals for AI agents. Get real-time bullish/bearish sig…
|
D 45 2⁄4 | ||||||||
| 27592 |
kolmo construction
Claim
|
D 45 2⁄4 | ||||||||
| 27593 |
options-analytics
Claim
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
|
D 45 2⁄4 | ||||||||
| 27594 |
HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assi…
|
D 45 2⁄5 | ||||||||
| 27595 |
meditation-recommender
Claim
|
D 45 2⁄4 | ||||||||
| 27596 |
orchestrator
Claim
Orchestrator is a **prompt-first router** that selects the next MCP server base…
|
D 45 2⁄4 | ||||||||
| 27597 |
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 | ||||||||
| 27598 |
MCP server for agent authentication, signed API requests, API key replacement, …
|
D 45 2⁄4 | ||||||||
| 27599 |
Skills Hub
Claim
Search and discover 4,400+ AI coding skills from 93 sources including Anthropic…
|
D 45 2⁄4 | ||||||||
| 27600 |
data-connector
Claim
# Ask AI Data Connector
Connect 18+ e-commerce and business data sources to …
|
D 45 2⁄4 | ||||||||