MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33151 |
Create and manage SEO content plans, articles, projects, and publishing integra…
|
F 26 3⁄5 | ||||||||
| 33152 |
Build, deploy, and host full-stack web apps from any MCP client. DB, auth, stor…
|
F 26 3⁄5 | ||||||||
| 33153 |
Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-re…
|
F 26 3⁄5 | ||||||||
| 33154 |
Create coloring pages and books. OAuth + Business plan required; AI generation …
|
F 26 3⁄5 | ||||||||
| 33155 |
AI-powered codebase analysis — call graphs, security, dead code, complexity. 15…
|
F 26 3⁄5 | ||||||||
| 33156 |
The official Planning Center MCP server for interacting with your ministry's da…
|
F 26 3⁄5 | ||||||||
| 33157 |
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
|
F 26 3⁄5 | ||||||||
| 33158 |
Email deliverability monitoring and sending: bounces, complaints, suppression, …
|
F 26 3⁄5 | ||||||||
| 33159 |
AI-powered consulting tools for proposals, client management, and business deve…
|
F 26 3⁄5 | ||||||||
| 33160 |
Institutional financial data with SEC filing citations, for every AI agent. OAu…
|
F 26 3⁄5 | ||||||||
| 33161 |
Connect AI agents to ProductNow's context engine to search, create, review, and…
|
F 26 3⁄5 | ||||||||
| 33162 |
Company Insights: job postings, tech stack, news events, key customers, similar…
|
F 26 3⁄5 | ||||||||
| 33163 |
Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic…
|
F 26 3⁄5 | ||||||||
| 33164 |
Collaborative LaTeX editor: search 1000+ templates, edit projects, and compile …
|
F 26 3⁄5 | ||||||||
| 33165 |
Shared project memory that keeps teammates and AI agents aligned across session…
|
F 26 3⁄5 | ||||||||
| 33166 |
AI-native project management + agent memory: tasks, sprints, risk, burnout, kno…
|
F 26 3⁄5 | ||||||||
| 33167 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||
| 33168 |
Generate and review codebase docs. 77 tools; scoped, credit-approved repository…
|
F 26 3⁄5 | ||||||||
| 33169 |
AI cycling coach: training plans, workouts, nutrition, strength training, Strav…
|
F 26 3⁄5 | ||||||||
| 33170 |
Exact Hindi, Marathi, Gujarati and English calligraphy as editable artwork, fro…
|
F 26 3⁄5 | ||||||||
| 33171 |
AI-native CRM with 33 tools. Pipeline, leads, Stripe sync, Magic Link auth. Fre…
|
F 26 3⁄5 | ||||||||
| 33172 |
Cited, standards-aware compliance overlay for AI assistants (ISO, NIST, FedRAMP…
|
F 26 3⁄5 | ||||||||
| 33173 |
Read and manage your EasyKanban kanban boards: to-do summaries, create, update,…
|
F 26 3⁄5 | ||||||||
| 33174 |
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 26 3⁄5 | ||||||||
| 33175 |
Official Viddler MCP: list videos, manage access control, pull proof-of-viewing…
|
F 26 3⁄5 | ||||||||
| 33176 |
Create, edit, preview and publish FormEdge forms and landing pages, and review …
|
F 26 3⁄5 | ||||||||
| 33177 |
Corporate travel: search and book flights, hotels, rail and transfers, manage o…
|
F 26 3⁄5 | ||||||||
| 33178 |
Generate genre-aware, print-ready AI book covers (ebook, KDP wrap, audiobook) v…
|
F 26 3⁄5 | ||||||||
| 33179 |
Search U.S. case law, fetch opinions, and ask matter-aware legal questions over…
|
F 26 3⁄5 | ||||||||
| 33180 |
MotaWord MCP Server for professional and certified translations and localization
|
F 26 3⁄5 | ||||||||
| 33181 |
Lets AI agents get leads on the phone: call, send SMS, and schedule callbacks f…
|
F 26 3⁄5 | ||||||||
| 33182 |
Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD…
|
F 26 3⁄5 | ||||||||
| 33183 |
Open demo shop: search products, place a 0.05 CHF order, create a PostFinance p…
|
F 26 3⁄5 | ||||||||
| 33184 |
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
|
F 26 3⁄5 | ||||||||
| 33185 |
Run your company blog for SEO and AI search from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 33186 |
Manage your AI chatbot from your AI assistant: analyze conversations, audit con…
|
F 26 3⁄5 | ||||||||
| 33187 |
Query your trade show leads, meetings, and events from BoothIQ
|
F 26 3⁄5 | ||||||||
| 33188 |
Curated design references for AI — real CSS values, typography specs, and color…
|
F 26 3⁄5 | ||||||||
| 33189 |
Gencove consumer genomics: profile, kit status, ancestry, PRS, raw data. Requir…
|
F 26 3⁄5 | ||||||||
| 33190 |
Agentic sales commissions software
|
F 26 3⁄5 | ||||||||
| 33191 |
Your AI agent builds interactive block-based courses over MCP; take them at lea…
|
F 26 3⁄5 | ||||||||
| 33192 |
Behavioral science tools for commerce — personas, nudges, preferences, friction…
|
F 26 3⁄5 | ||||||||
| 33193 |
Proofread live pages and sites for spelling, grammar, and placeholder text. Fre…
|
F 26 3⁄5 | ||||||||
| 33194 |
Search Shopify stores, enrich domains, and reveal approved contact channels.
|
F 26 3⁄5 | ||||||||
| 33195 |
Apple Health training load, recovery, HRV and workout detail for Claude, ChatGP…
|
F 26 3⁄5 | ||||||||
| 33196 |
Romanian company risk checks by CUI — verdict verde/galben/roșu from official p…
|
F 26 3⁄5 | ||||||||
| 33197 |
Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geoc…
|
F 26 3⁄5 | ||||||||
| 33198 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 26 3⁄5 | ||||||||
| 33199 |
Stop copy-pasting client context into your AI. 47 connectable providers via MCP.
|
F 26 3⁄5 | ||||||||
| 33200 |
Semantic patent search & analysis: find, compare, and analyze patents by meanin…
|
F 26 3⁄5 | ||||||||