MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29601 |
Query your trades, stats, and journal in EdgeLock and log new entries by chat. …
|
F 26 3⁄5 | ||||||||
| 29602 |
Curated design references for AI — real CSS values, typography specs, and color…
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F 26 3⁄5 | ||||||||
| 29603 |
Control Shopify Admin tasks with agents or via prompt. Ultra slim integration, …
|
F 26 3⁄5 | ||||||||
| 29604 |
AI video editing + publishing: turn clips into vertical shorts, post to TikTok/…
|
F 26 3⁄5 | ||||||||
| 29605 |
Data + AI observability — monitor and troubleshoot production-grade agents and …
|
F 26 3⁄5 | ||||||||
| 29606 |
Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
|
F 26 3⁄5 | ||||||||
| 29607 |
Connect your MetaTrader 5 accounts to Claude: trading, market data, account man…
|
F 26 3⁄5 | ||||||||
| 29608 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
|
F 26 3⁄5 | ||||||||
| 29609 |
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 26 3⁄5 | ||||||||
| 29610 |
Search and get recommendations from your own saved catalog of developer tools a…
|
F 26 3⁄5 | ||||||||
| 29611 |
Semilattice lets agents make predictions about audiences for content testing an…
|
F 26 3⁄5 | ||||||||
| 29612 |
Historis keeps track of what happened — so you and your AI are never out of syn…
|
F 26 3⁄5 | ||||||||
| 29613 |
MotaWord MCP Server for professional and certified translations and localization
|
F 26 3⁄5 | ||||||||
| 29614 |
Jepto MCP server that provides access to client knowledgebase & analytics for c…
|
F 26 3⁄5 | ||||||||
| 29615 |
Query contacts, companies, relationships, and communication metrics from SigPar…
|
F 26 3⁄5 | ||||||||
| 29616 |
MileMaker MCP server provides mapping services for commercial transportation.
|
F 26 3⁄5 | ||||||||
| 29617 |
Manage contacts, campaigns, senders, and deliverability via SuperSend API
|
F 26 3⁄5 | ||||||||
| 29618 |
Inventory, restock planning, and sales analytics for your Amazon FBA business.
|
F 26 3⁄5 | ||||||||
| 29619 |
Fan out deep research across multiple AI providers, synthesize into one unified…
|
F 26 3⁄5 | ||||||||
| 29620 |
Cited, standards-aware compliance overlay for AI assistants (ISO, NIST, FedRAMP…
|
F 26 3⁄5 | ||||||||
| 29621 |
Manage your projects, debug deployment, and check analytics for any MCP server …
|
F 26 3⁄5 | ||||||||
| 29622 |
Connect AI agents to financial institution origination, analytics, and complian…
|
F 26 3⁄5 | ||||||||
| 29623 |
Event venue CRM — manage inquiries, quotes, events and availability from any AI…
|
F 26 3⁄5 | ||||||||
| 29624 |
Korea-native MCP gateway: Korean commerce, payments, messaging, gov & finance A…
|
F 26 3⁄5 | ||||||||
| 29625 |
Coupler.io remote MCP server
|
F 26 3⁄5 | ||||||||
| 29626 |
Arca is a private data vault where your AI stores your structured data, semanti…
|
F 26 3⁄5 | ||||||||
| 29627 |
MCP server for querying and analyzing data from ad platforms, analytics tools, …
|
F 26 3⁄5 | ||||||||
| 29628 |
Multiple AIs peer-review and debate your question, then return one fact-checked…
|
F 26 3⁄5 | ||||||||
| 29629 |
Free tarot for Claude & your AI — many decks, real card art, a true shuffle, dr…
|
F 26 3⁄5 | ||||||||
| 29630 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 29631 |
Persistent memory layer for AI tools. Save and recall notes across Claude and o…
|
F 26 3⁄5 | ||||||||
| 29632 |
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
|
F 26 3⁄5 | ||||||||
| 29633 |
The CloudBees Unify MCP server for managing Feature Management,CI/CD,Release Or…
|
F 26 3⁄5 | ||||||||
| 29634 |
Let AI manage your Google Tag Manager containers — tags, triggers, variables, a…
|
F 26 3⁄5 | ||||||||
| 29635 |
AI-powered codebase analysis — call graphs, security, dead code, complexity. 15…
|
F 26 3⁄5 | ||||||||
| 29636 |
Resume builder with native MCP — create and edit resumes from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 29637 |
Connect your AI to all your data - 200+ sources, intelligently filtered, compli…
|
F 26 3⁄5 | ||||||||
| 29638 |
Sales prospecting and lead generation from Google reviews: local businesses lea…
|
F 26 3⁄5 | ||||||||
| 29639 |
Search and compare cigar prices from 14+ online retailers
|
F 26 3⁄5 | ||||||||
| 29640 |
Financial data and analysis tools for Turkish BIST and international markets vi…
|
F 26 3⁄5 | ||||||||
| 29641 |
Create, read and monitor Wachete website-change wachets for a signed-in user.
|
F 26 3⁄5 | ||||||||
| 29642 |
AI agents use CalmBoard MCP to access board data, tasks, insights, and project …
|
F 26 3⁄5 | ||||||||
| 29643 |
Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministi…
|
F 26 3⁄5 | ||||||||
| 29644 |
Put websites online from chat - instant free HTTPS, real domains, zero DNS or A…
|
F 26 3⁄5 | ||||||||
| 29645 |
namemyapp
Claim
Brandable business names with live domain availability + one-click buy URLs.
|
F 26 3⁄5 | ||||||||
| 29646 |
Email deliverability monitoring and sending: bounces, complaints, suppression, …
|
F 26 3⁄5 | ||||||||
| 29647 |
Connect your AI assistant to your Telegram. Browse chats, read and summarize me…
|
F 26 3⁄5 | ||||||||
| 29648 |
Dynamic, editable QR codes + short links with scan analytics and branded QR ren…
|
F 26 3⁄5 | ||||||||
| 29649 |
Search NYC rentals and sales, property details, building data, and market analy…
|
F 26 3⁄5 | ||||||||
| 29650 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||