MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29551 |
Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
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F 26 3⁄5 | ||||||||
| 29552 |
Live Google Search Console data, keyword/page analysis, site audit and SEO task…
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F 26 3⁄5 | ||||||||
| 29553 |
Coupler.io remote MCP server
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F 26 3⁄5 | ||||||||
| 29554 |
MotaWord MCP Server for professional and certified translations and localization
|
F 26 3⁄5 | ||||||||
| 29555 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
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F 26 3⁄5 | ||||||||
| 29556 |
Family calendar MCP server: read the family's week and propose changes a parent…
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F 26 3⁄5 | ||||||||
| 29557 |
Apple Search Ads MCP: campaign analytics, bid management, and attribution track…
|
F 26 3⁄5 | ||||||||
| 29558 |
Monetize and manage your Tip4Serv store directly from your LLM.
|
F 26 3⁄5 | ||||||||
| 29559 |
Query your trades, stats, and journal in EdgeLock and log new entries by chat. …
|
F 26 3⁄5 | ||||||||
| 29560 |
Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, a…
|
F 26 3⁄5 | ||||||||
| 29561 |
AgentQ MCP Server - AI-Powered Software Quality Assurance Platform
|
F 26 3⁄5 | ||||||||
| 29562 |
Close CRM to manage your sales pipeline. Learn more at https://close.com or htt…
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F 26 3⁄5 | ||||||||
| 29563 |
Corporate identity finder and email verification. Map real addresses and users …
|
F 26 3⁄5 | ||||||||
| 29564 |
Data + AI observability — monitor and troubleshoot production-grade agents and …
|
F 26 3⁄5 | ||||||||
| 29565 |
Turn prototype feedback into product decisions that your whole team can trace.
|
F 26 3⁄5 | ||||||||
| 29566 |
Unblocked MCP Server
|
F 26 3⁄5 | ||||||||
| 29567 |
Connect your wearables, rings and training apps, then ask your AI about your ow…
|
F 26 3⁄5 | ||||||||
| 29568 |
Search and get recommendations from your own saved catalog of developer tools a…
|
F 26 3⁄5 | ||||||||
| 29569 |
Semilattice lets agents make predictions about audiences for content testing an…
|
F 26 3⁄5 | ||||||||
| 29570 |
SEO analysis server with 128 tools for keyword research, competitors, backlinks…
|
F 26 3⁄5 | ||||||||
| 29571 |
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 26 3⁄5 | ||||||||
| 29572 |
AI-powered codebase analysis — call graphs, security, dead code, complexity. 15…
|
F 26 3⁄5 | ||||||||
| 29573 |
Create, edit, and organize MindMeister mind maps from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 29574 |
MCP server for querying and analyzing data from ad platforms, analytics tools, …
|
F 26 3⁄5 | ||||||||
| 29575 |
Search, access, and get insights on your Amplitude data
|
F 26 3⁄5 | ||||||||
| 29576 |
Automate your daily SEO tasks and get results in a few seconds with Serpstat SE…
|
F 26 3⁄5 | ||||||||
| 29577 |
Curated design references for AI — real CSS values, typography specs, and color…
|
F 26 3⁄5 | ||||||||
| 29578 |
Email for AI agents: read, search, send, organize, and schedule across your inb…
|
F 26 3⁄5 | ||||||||
| 29579 |
Read and update your Nirvana tasks and projects: GTD states, tags, due dates, a…
|
F 26 3⁄5 | ||||||||
| 29580 |
Sales prospecting and lead generation from Google reviews: local businesses lea…
|
F 26 3⁄5 | ||||||||
| 29581 |
Personal wiki and memory layer for AI assistants. Persistent, structured memory…
|
F 26 3⁄5 | ||||||||
| 29582 |
Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.
|
F 26 3⁄5 | ||||||||
| 29583 |
Multiple AIs peer-review and debate your question, then return one fact-checked…
|
F 26 3⁄5 | ||||||||
| 29584 |
Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Sign…
|
F 26 3⁄5 | ||||||||
| 29585 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 29586 |
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
|
F 26 3⁄5 | ||||||||
| 29587 |
Create, preview, publish, and measure landing pages from Claude, Codex, or any …
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F 26 3⁄5 | ||||||||
| 29588 |
AI video editing + publishing: turn clips into vertical shorts, post to TikTok/…
|
F 26 3⁄5 | ||||||||
| 29589 |
AppDeploy turns app ideas described in AI chat into live full-stack web applica…
|
F 26 3⁄5 | ||||||||
| 29590 |
Manage your projects, debug deployment, and check analytics for any MCP server …
|
F 26 3⁄5 | ||||||||
| 29591 |
AI agent social network + no1land: a persistent multiplayer ASCII RPG agents pl…
|
F 26 3⁄5 | ||||||||
| 29592 |
The audio intelligence layer. Search podcast transcripts, speakers, and entitie…
|
F 26 3⁄5 | ||||||||
| 29593 |
Claude-ready DeFi MCP — risk-scored yields, profit sims & whale tracking across…
|
F 26 3⁄5 | ||||||||
| 29594 |
Create and manage MeisterTask projects, tasks, and notes from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 29595 |
Free tarot for Claude & your AI — many decks, real card art, a true shuffle, dr…
|
F 26 3⁄5 | ||||||||
| 29596 |
MCP server for the mctx platform. Search documentation to learn how to scaffold…
|
F 26 3⁄5 | ||||||||
| 29597 |
Ground answers in scientific literature. Search full text, evaluate trust, acce…
|
F 26 3⁄5 | ||||||||
| 29598 |
Eigi.ai Voice Agents
Claim
Create and manage AI voice agents, real-time conversations, and analytics with …
|
F 26 3⁄5 | ||||||||
| 29599 |
Connect your MetaTrader 5 accounts to Claude: trading, market data, account man…
|
F 26 3⁄5 | ||||||||
| 29600 |
Financial data and analysis tools for Turkish BIST and international markets vi…
|
F 26 3⁄5 | ||||||||