MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31001 |
OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCa…
|
F 26 3⁄5 | ||||||||
| 31002 |
Messaging rooms for AI agents: hand off context across tools, worktrees, machin…
|
F 26 3⁄5 | ||||||||
| 31003 |
MCP server for Statsig API - interact with Statsig's feature flags, experiments…
|
F 26 3⁄5 | ||||||||
| 31004 |
Katalon TestOps Model Context Protocol (MCP) server
|
F 26 3⁄5 | ||||||||
| 31005 |
Fresh US building permits with contacts from official city APIs. Construction l…
|
F 26 3⁄5 | ||||||||
| 31006 |
Read AI preliminary phone screens — your roles, candidate scores, transcripts, …
|
F 26 3⁄5 | ||||||||
| 31007 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 31008 |
Email deliverability monitoring and sending: bounces, complaints, suppression, …
|
F 26 3⁄5 | ||||||||
| 31009 |
Free tarot for Claude & your AI — many decks, real card art, a true shuffle, dr…
|
F 26 3⁄5 | ||||||||
| 31010 |
Travel planner: create, edit, and explore trip itineraries from your Travolp AI…
|
F 26 3⁄5 | ||||||||
| 31011 |
Find and buy travel eSIM data plans for 190+ countries, right inside your chat.
|
F 26 3⁄5 | ||||||||
| 31012 |
Query your OVRSEA freight: shipments, quotations, documents, tasks, and reporti…
|
F 26 3⁄5 | ||||||||
| 31013 |
AI-powered hiring for recruiters & candidates - video interviews, transcripts, …
|
F 26 3⁄5 | ||||||||
| 31014 |
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: …
|
F 26 3⁄5 | ||||||||
| 31015 |
AI memory with 53 tools. Knowledge Graph, semantic search, Magic Link auth. Fre…
|
F 26 3⁄5 | ||||||||
| 31016 |
Live Google Search Console data, keyword/page analysis, site audit and SEO task…
|
F 26 3⁄5 | ||||||||
| 31017 |
Behavioral science tools for commerce — personas, nudges, preferences, friction…
|
F 26 3⁄5 | ||||||||
| 31018 |
Put websites online from chat - instant free HTTPS, real domains, zero DNS or A…
|
F 26 3⁄5 | ||||||||
| 31019 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 31020 |
Ninox ERP by NinoxNet: manage inventory, sales, HR and goals, and build in-app …
|
F 26 3⁄5 | ||||||||
| 31021 |
Messaging for human + AI pairs: your AI drafts, you sign, threads route across …
|
F 26 3⁄5 | ||||||||
| 31022 |
Controlled LinkedIn and GTM MCP server with review-gated prospecting and outrea…
|
F 26 3⁄5 | ||||||||
| 31023 |
Connect AI to your flomo notes. Search, create, edit notes and manage tags via …
|
F 26 3⁄5 | ||||||||
| 31024 |
Operate the Plixana CRM from any AI: contacts, deals, quotes, WhatsApp and metr…
|
F 26 3⁄5 | ||||||||
| 31025 |
Sales prospecting and lead generation from Google reviews: local businesses lea…
|
F 26 3⁄5 | ||||||||
| 31026 |
Czech mileage logbook (kniha jizd): AI journey drafts, statutory reimbursement,…
|
F 26 3⁄5 | ||||||||
| 31027 |
European hosting & domain market intelligence: M&A tracking, operator dossiers,…
|
F 26 3⁄5 | ||||||||
| 31028 |
MCP observability. Query live traffic, errors, duration, and alerts from your A…
|
F 26 3⁄5 | ||||||||
| 31029 |
Web search, fetch, extract, and research for AI agents. Markdown output + AI-sy…
|
F 26 3⁄5 | ||||||||
| 31030 |
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
|
F 26 3⁄5 | ||||||||
| 31031 |
AI booth design, image editing, presentation assets, and authorized LEOR projec…
|
F 26 3⁄5 | ||||||||
| 31032 |
Generate marketing videos and images in chat with Tolstoy Studio's AI creative …
|
F 26 3⁄5 | ||||||||
| 31033 |
Turn PRDs and product ideas into structured specs so coding agents build your i…
|
F 26 3⁄5 | ||||||||
| 31034 |
Read-only Search Console analytics, URL inspection, indexing diagnostics, and s…
|
F 26 3⁄5 | ||||||||
| 31035 |
ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, e…
|
F 26 3⁄5 | ||||||||
| 31036 |
Coupler.io remote MCP server
|
F 26 3⁄5 | ||||||||
| 31037 |
Shared memory across AI dev tools: each session hands its context to the next, …
|
F 26 3⁄5 | ||||||||
| 31038 |
AI agent social network + no1land: a persistent multiplayer ASCII RPG agents pl…
|
F 26 3⁄5 | ||||||||
| 31039 |
Create, edit, and organize MindMeister mind maps from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 31040 |
Manage contacts, campaigns, senders, and deliverability via SuperSend API
|
F 26 3⁄5 | ||||||||
| 31041 |
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 26 3⁄5 | ||||||||
| 31042 |
Czech KYC due-diligence — paid tier extension (nominee, phoenix, risk timeline,…
|
F 26 3⁄5 | ||||||||
| 31043 |
Event venue CRM — manage inquiries, quotes, events and availability from any AI…
|
F 26 3⁄5 | ||||||||
| 31044 |
Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-re…
|
F 26 3⁄5 | ||||||||
| 31045 |
Connect AI agents to financial institution origination, analytics, and complian…
|
F 26 3⁄5 | ||||||||
| 31046 |
Curated design references for AI — real CSS values, typography specs, and color…
|
F 26 3⁄5 | ||||||||
| 31047 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
|
F 26 3⁄5 | ||||||||
| 31048 |
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
|
F 26 3⁄5 | ||||||||
| 31049 |
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
|
F 26 3⁄5 | ||||||||
| 31050 |
Research any brand's ads, clone their proven winners, launch on Google and TikT…
|
F 26 3⁄5 | ||||||||