MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31501
ByteRay AI Claim 1
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: …
F 26 35 10 0 67
31502
Market research on European hosting and domains: ownership, structure, pricing,…
F 26 35 10 0 67
31503
Plixana Claim 1
Operate the Plixana CRM from any AI: contacts, deals, quotes, WhatsApp and metr…
F 26 35 10 0 67
31504
CerebroChain Claim 1
WMS & logistics intelligence: live freight & shipping rates, port data, invento…
F 26 35 10 0 67
31505
Axiom Claim 1
The marketplace where agents don't just use tools — they build, publish, and co…
F 26 35 10 0 67
31506
The CloudBees Unify MCP server for managing Feature Management,CI/CD,Release Or…
F 26 35 10 0 67
31507
mcp-server Claim 1
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
F 26 35 10 0 67
31508
ConsentLayer Claim 1
Cookie consent for GDPR/CCPA: scan sites for trackers, configure consent banner…
F 26 35 10 0 67
31509
multinex-ai
MemQ Team Sync Claim 1
Shared project memory that keeps teammates and AI agents aligned across session…
F 26 35 10 0 67
31510
StudioMeyer Crm Claim 1
AI-native CRM with 33 tools. Pipeline, leads, Stripe sync, Magic Link auth. Fre…
F 26 35 10 0 67
31511
Cactal Claim 1
The website platform for AI agents. One API to build, host, and operate real we…
F 26 35 10 0 67
31512
Israeli tax research: source-grounded answers with official citations, in Hebre…
F 26 35 10 0 67
31513
Stratyfix Claim 1
Ask about your deals, pace to target, and team odds from Stratyfix. Read only, …
F 26 35 10 0 67
31514
ParseBounce Claim 1
Email deliverability monitoring and sending: bounces, complaints, suppression, …
F 26 35 10 0 67
31515
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
F 26 35 10 0 67
31516
eigi-ai
Create and manage AI voice agents, real-time conversations, and analytics with …
F 26 35 10 0 69
31517
Taproot Claim 1
Persistent memory layer for AI tools. Save and recall notes across Claude and o…
F 26 35 10 0 67
31518
note1.ai Claim 1
Search meetings, export summaries and transcripts, and manage recordings from a…
F 26 35 10 0 67
31519
Travel Code Claim 1
Corporate travel: search and book flights, hotels, rail and transfers, manage o…
F 26 35 10 0 67
31520
rum-analytics Claim 1
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
F 26 35 10 0 67
31521
MeisterTask Claim 1
Create and manage MeisterTask projects, tasks, and notes from your AI assistant.
F 26 35 10 0 67
31522
caesar Claim 1
Web search and page-reading for AI agents. One-click OAuth connect, or a Caesar…
F 26 35 10 0 67
31523
SitesPlaced Claim 1
Build, edit, and publish real websites and online stores by chatting with your …
F 26 35 10 0 67
31524
Shared memory across AI dev tools: each session hands its context to the next, …
F 26 35 10 0 67
31525
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
F 26 35 10 0 67
31526
RoughSketch Claim 1
Search, read, preview, create, update, rename, arrange and trash sketches in yo…
F 26 35 10 0 67
31527
Rakesh1002
namemyapp Claim
Brandable business names with live domain availability + one-click buy URLs.
F 26 35 10 0 69
31528
Inventory Hero Claim 1
Inventory, restock planning, and sales analytics for your Amazon FBA business.
F 26 35 10 0 67
31529
TranslateSheet Claim 1
Accurate, brand-controlled translation for text, code, images, and documents wi…
F 26 35 10 0 67
31530
nyxory Claim 1
Agent-to-agent cloud service: deploys and runs your apps and services — domains…
F 26 35 10 0 67
31531
mcp-server Claim 1
Nifty's MCP server — exposes tasks, projects, messages, and files as tools for …
F 26 35 10 0 67
31532
Bitrix24 Claim 1
MCP server enabling AI agents to manage Bitrix24 features via standardized prot…
F 26 35 10 0 67
31533
Kive Claim 1
AI product photography: on-brand product shots, images and videos from your Kiv…
F 26 35 10 0 67
31534
calligraphy Claim 1
Hindi, Marathi, Gujarati & English calligraphy artwork in your AI assistant, by…
F 26 35 10 0 67
31535
selvo Claim 1
Help center for SaaS teams. 14-tool MCP server for articles, collections, and s…
F 26 35 10 0 67
31536
google-ads-mcp Claim 1
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
F 26 35 10 0 67
31537
anzenna Claim 2
MCP server for Anzenna
F 26 35 10 0 67
31538
SEOcrawl AI Claim 1
Live Google Search Console data, keyword/page analysis, site audit and SEO task…
F 26 35 10 0 67
31539
Conversational access to advertising performance data, creative analysis, and c…
F 26 35 10 0 67
31540
Notes Claim 1
Centralized note store across AI clients: Claude, ChatGPT, Cursor, Codex, Winds…
F 26 35 10 0 67
31541
Search speech in podcasts, government meetings, and your own audio: speakers, e…
F 26 35 10 0 67
31542
DataSnipe MCP Claim 1
Extract structured data points from research papers and other documents with an…
F 26 35 10 0 67
31543
districts Claim 1
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
F 26 35 10 0 67
31544
budgey Claim 1
See what's left this period, log spending, and manage your Budgey budget.
F 26 35 10 0 67
31545
cytado Claim 1
Real academic citations with printed page numbers - verified sources or an hone…
F 26 35 10 0 67
31546
decks Claim 1
Upload AI-written HTML presentations and manage expiring, revocable share links…
F 26 35 10 0 67
31547
AllGoodInsp Claim 1
Curated design references for AI — real CSS values, typography specs, and color…
F 26 35 10 0 67
31548
An MCP server that provides access to trusted data about business identity and …
F 26 35 10 0 67
31549
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
F 26 35 10 0 67
31550
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
F 26 35 10 0 67
Showing 31501–31550 of 67197 servers
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