MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29451
grader Claim 1
Honest A-F grades for trading strategies, backtested on real out-of-sample data…
F 34 25 0 67
29452
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and…
F 34 25 0 67
29453
Scrape Discogs music releases, artists, labels, formats and catalogue numbers. …
F 34 25 0 67
29454
sharepa Claim 1
Put an HTML or React artifact online as a web page with its own address, passwo…
F 34 25 0 67
29455
iknow Claim 1
Knowledge base MCP for AI agents on iknow.dev. Search, read, and maintain via O…
F 34 25 0 67
29456
Every long-term rental in Da Nang, Vietnam: search, buildings, median rents. No…
F 34 25 0 67
29457
Permissioned access to Gmail, Drive and Calendar via the user's own Google acco…
F 34 25 0 67
29458
AI Media Studio Claim 1
Generate images, videos, voiceovers, and captions from a chat prompt.
F 34 25 0 67
29459
Untangle Claim 1
Bioprocess design: generate purification routes, simulate fermentation and sepa…
F 34 25 0 67
29460
Edwyna Fax API Claim 1
Send individual transactional faxes with prepaid credit, delivery status, and s…
F 34 25 0 67
29461
QuintaDB Claim 1
No-code databases, forms, portals and AI sites. Manage records and automation v…
F 34 25 0 67
29462
mablhq
mabl Claim 1
AI-powered test automation: run tests, analyze failures, query results across m…
F 34 25 0 67
29463
Crindo2
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all…
F 34 25 0 67
29464
Domus Claim 1
Homeowner's AI: view & update appliances, warranties, documents & maintenance f…
F 34 25 0 67
29465
cnpj.ai Claim 1
Empresas, sócios e conexões por CNPJ. Brazilian company data, ownership and cor…
F 34 25 0 67
29466
vidocu Claim 1
AI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers…
F 34 25 0 67
29467
Vidé Vita Claim 1
Vidé Vita supplements — live prices, stock, label amounts, warnings, reviews an…
F 34 25 0 67
29468
Structured Output MCP Agent (Instructor)
F 34 25 0 67
29469
seo-audit Claim 1
Run SEO + AI-visibility (GEO) audits from Claude, Cursor & other AI clients.
F 34 25 0 67
29470
mcp-toolbelt Claim 1
Pay-per-call web, SEO, DNS, and network tools via the x402 protocol.
F 34 25 0 67
29471
lead411 Claim 1
B2B lead generation, company search, and contact enrichment from Lead411.
F 34 25 0 67
29472
mess Claim 1
Inventory of your service accounts, kept current by your coding agents. Metadat…
F 34 25 0 67
29473
Authenticated LLM Agent (Bcrypt)
F 34 25 0 67
29474
EVERJUST Claim 1
Operate your EVERJUST workspace: CRM, sales, projects, mail, documents, calenda…
F 34 25 0 67
29475
mcp Claim 1
Remote MCP server for AIStoryHub: stories, chapters, story bible, Voiceprints, …
F 34 25 0 67
29476
mcp Claim 1
Hosted runtime for persistent agent teams, durable workflows, memory, schedules…
F 34 25 0 67
29477
clearance Claim 1
US & EU trademark, domain & handle clearance — a signed three-state verdict, no…
F 34 25 0 67
29478
mcp Claim 1
Connect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.
F 34 25 0 67
29479
Brickway Claim 1
Read-only access to your Brickway LEGO and alt-brick collection: sets, builds, …
F 34 25 0 67
29480
Auth Token MCP Service
F 34 25 0 67
29481
Check if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice +…
F 34 25 0 67
29482
Zhihu/知乎 hot list, search/details, comments/replies, creators/articles, and vid…
F 34 25 0 67
29483
A1 Gallery Claim 1
Search a curated gallery of real website designs by style, font, colour, sectio…
F 34 25 0 67
29484
Pesquisa de legislação e jurisprudência brasileiras. Exclusivo para assinantes …
F 34 25 0 67
29485
Splark Claim 1
Async video interviews: send a link, get short video answers with transcripts a…
F 34 25 0 67
29486
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Curso…
F 34 25 0 67
29487
RENT-ranked covered-call, CSP & wheel income ideas, your positions & Greeks. Ne…
F 34 25 0 67
29488
Gringo Funnels Claim 1
Create, publish and track sales funnels and Sites with custom domains from any …
F 34 25 0 67
29489
Blockchain intelligence for tracing funds, screening addresses, and investigati…
F 34 25 0 67
29490
ShareWatch Claim 1
Give Claude only the Google Drive files you choose. Every action logged.
F 34 25 0 67
29491
mcp Claim 1
List, schedule, and retrieve evidence for ControlDrill incident-response tablet…
F 34 25 0 67
29492
ReplyPen Claim 1
Grounded support investigation for ReplyPen customers. Sign in with your ReplyP…
F 34 25 0 67
29493
LaraBench Claim 1
Search Laravel jobs, remote roles, Laravel news, and package releases in real t…
F 34 25 0 67
29494
TruthScan Claim 1
Detect whether an image is AI-generated or real, with an AI-probability score a…
F 34 25 0 67
29495
HiveClaw-AI
hiveclaw Claim
Connect AI assistants to HiveClaw — manage projects, talk to AI agents, and mor…
F 34 25 0 69
29496
Run 70+ AI models and 50+ tools on CNAPS Studio in natural language — Claude, n…
F 34 25 0 67
29497
lovablelabs
Lovable Claim 1
Official MCP server for Lovable, the AI-powered full-stack app builder.
F 34 25 0 67
29498
FigurePages Claim 1
Publish self-contained HTML/SVG pages to private, shareable URLs and control wh…
F 34 25 0 67
29499
GDPR-compliant ApyHub utility APIs hosted in the EU. Requires an EU-generated A…
F 34 25 0 67
29500
wc-2026 Claim 1
FIFA World Cup 2026 schedule MCP — 104 matches, 62 country teams, jerseys, venu…
F 34 25 0 67
Showing 29451–29500 of 67197 servers
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