MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31751
Assemble a reporting export row
F 22 35 0 0 67
31752
Quantum-Shield Claim 1
Post-quantum cryptographic library protecting data packets.
F 22 35 0 0 67
31753
Tokenomic-Pulse Claim 1
DeFi protocol simulation model scoring tokenomic structures.
F 22 35 0 0 67
31754
mcp Claim 1
Discover and book 5,000+ curated local experiences across 500 US destinations.
F 22 35 0 0 67
31755
records-vault Claim 1
Consent-scoped vault access and free verification of family-issued learning rec…
F 22 35 0 0 67
31756
lumabill Claim 1
Swiss invoicing and bookkeeping: QR-invoices, clients, expenses, bank import, V…
F 22 35 0 0 67
31757
mailtempo Claim 2
MCP server for MailTempo's public free temporary email inboxes.
F 22 35 0 0 67
31758
n8n-mcp-server Claim 1
Servidor MCP para integraciones con arcar.org
F 22 35 0 0 67
31759
Web3 Sentiment Claim 1
Web3 social sentiment aggregator analyzing crypto trends.
F 22 35 0 0 67
31760
Send friendly, personalized greetings on demand. Generate quick salutations wit…
F 22 35 0 0 67
31761
Knowledge Raven Claim 1
Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.
F 22 35 0 0 67
31762
CatalogEngine Claim 1
E-commerce inventory and catalog data structuring tool.
F 22 35 0 0 67
31763
yultrace-audit Claim 1
EVM Slither audit (zero-arg demo + live) + Blockscout source + security.txt loo…
F 22 35 0 0 67
31764
Automated design system token generator and export utility.
F 22 35 0 0 67
31765
Unified gateway exposing 150+ tools across all NexGenData MCP servers via one e…
F 22 35 0 0 67
31766
SalesCloser-AI Claim 1
Conversational sales call auditor grading pitch conversion rates.
F 22 35 0 0 67
31767
Balladic Claim 1
Fluid cowork platform. Synthesizes work data across boundaries, with project tr…
F 22 35 0 0 67
31768
idealift Claim 1
Manage product ideas, decisions, and customer signals from AI assistants with N…
F 22 35 0 0 67
31769
My MCP Server Claim 2
Description of my MCP server
F 22 35 0 0 67
31770
Weibo hot search, post search/details, comments/replies, users, posts, transcri…
F 22 35 0 0 67
31771
AI marketing — content generation, competitor analysis, social publishing, and …
F 22 35 0 0 67
31772
LLM routing and A-share market phase signals via LG framework.
F 22 35 0 0 67
31773
Informational Q&A: money owed to consumers (deposits, claims, unclaimed funds).…
F 22 35 0 0 67
31774
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
F 22 35 0 0 67
31775
anotherai Claim 2
MCP server for building and testing AI agents with multi-model experimentation …
F 22 35 0 0 67
31776
Automate Attio CRM workflows with fast search and bulk operations across compan…
F 22 35 0 0 67
31777
Forecasts, climate history, severe alerts by location — for outdoor-event plann…
F 22 35 0 0 67
31778
Streamline field service and construction operations with CenterPoint Connect. …
F 22 35 0 0 67
31779
AI Humanizer Claim 1
Advanced text styling to preserve semantic human flow.
F 22 35 0 0 67
31780
Generate AI talking-head videos with custom characters and voices.
F 22 35 0 0 67
31781
AgenticBI Claim 1
Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get an…
F 22 35 0 0 67
31782
Yul-GasMaster Claim 1
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
F 22 35 0 0 67
31783
CleanCode AI Claim 1
Automated codebase refactoring and type safety validator.
F 22 35 0 0 67
31784
Manage CenterPoint Connect data across properties, companies, employees, invoic…
F 22 35 0 0 67
31785
Immo Spot MCP Claim 1
Données immobilières officielles françaises (DVF+, cadastre, DPE, risques, urba…
F 22 35 0 0 67
31786
test-mailbox Claim 1
Disposable email inboxes for testing — create addresses, wait for messages, ext…
F 22 35 0 0 67
31787
Verify email deliverability by SMTP. Catch-all/disposable/role detection. EU-ho…
F 22 35 0 0 67
31788
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
F 22 35 0 0 67
31789
Ad-Sniper Claim 1
Google and Meta ad campaign bidding optimizer.
F 22 35 0 0 67
31790
Satori-Aligner Claim 1
Factual alignment and semantic bias scanner for LLM inputs.
F 22 35 0 0 67
31791
ClawTerminal Claim 1
Ask your AI about the markets: filings, insider & congress trades, fund flows, …
F 22 35 0 0 67
31792
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP M…
F 22 35 0 0 67
31793
Open-Scout-mcp Claim 1
Create and publish one-pagers and boards for your organization. Upload images f…
F 22 35 0 0 67
31794
sailing Claim 1
First dedicated sailing MCP — America's Cup, SailGP, Vendée Globe. Events, venu…
F 22 35 0 0 67
31795
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
F 22 35 0 0 67
31796
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting res…
F 22 35 0 0 67
31797
HTML to Image Claim 1
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
F 22 35 0 0 67
31798
Test server Claim 2
Description of my MCP server
F 22 35 0 0 67
31799
tee-times Claim 1
Live golf tee time availability across US courses. Search by location, date, pl…
F 22 35 0 0 67
31800
Mainline Claim 1
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
F 22 35 0 0 67
Showing 31751–31800 of 66549 servers
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