MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29701 |
Synthetic-only transaction screening with evidence and ES256-signed decision re…
|
F 34 2⁄5 | ||||||||
| 29702 |
LLM Orchestration Agent (Opentelemetry Api)
|
F 34 2⁄5 | ||||||||
| 29703 |
Read-only access to NewTqnia news, terminology, and explainers in English and A…
|
F 34 2⁄5 | ||||||||
| 29704 |
Live MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee…
|
F 34 2⁄5 | ||||||||
| 29705 |
Pesquisa de legislação e jurisprudência brasileiras. Exclusivo para assinantes …
|
F 34 2⁄5 | ||||||||
| 29706 |
Check if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice +…
|
F 34 2⁄5 | ||||||||
| 29707 |
Auth Token MCP Service
|
F 34 2⁄5 | ||||||||
| 29708 |
Search NVIDIA CUDA documentation and code samples from AI coding agents.
|
F 34 2⁄5 | ||||||||
| 29709 |
Inventory of your service accounts, kept current by your coding agents. Metadat…
|
F 34 2⁄5 | ||||||||
| 29710 |
Empresas, sócios e conexões por CNPJ. Brazilian company data, ownership and cor…
|
F 34 2⁄5 | ||||||||
| 29711 |
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
|
F 34 2⁄5 | ||||||||
| 29712 |
Knowledge base MCP for AI agents on iknow.dev. Search, read, and maintain via O…
|
F 34 2⁄5 | ||||||||
| 29713 |
BILLZ (Billz) retail store analytics: revenue, profit, stock, top products, cus…
|
F 34 2⁄5 | ||||||||
| 29714 |
Honest A-F grades for trading strategies, backtested on real out-of-sample data…
|
F 34 2⁄5 | ||||||||
| 29715 |
Save an AI chat's working state, load it in any other model or provider. Verifi…
|
F 34 2⁄5 | ||||||||
| 29716 |
AI-native B2B sales research, ranking, and CRM enrichment.
|
F 34 2⁄5 | ||||||||
| 29717 |
Handwritten iPad journal your AI can read and write tasks back to, over MCP.
|
F 34 2⁄5 | ||||||||
| 29718 |
OAuth LangChain OpenAI Agent
|
F 34 2⁄5 | ||||||||
| 29719 |
Ground your AI in verified Korean venue data: search & book across Seoul, Gyeon…
|
F 34 2⁄5 | ||||||||
| 29720 |
Always-on performance engineering for your own code: proven pull requests, the …
|
F 34 2⁄5 | ||||||||
| 29721 |
Give any MCP-compatible AI assistant a builder for live, hosted web tools and w…
|
F 34 2⁄5 | ||||||||
| 29722 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 29723 |
Build, test, deploy, and operate Connic agents.
|
F 34 2⁄5 | ||||||||
| 29724 |
Agent-native search engine with live web research optimized for AI agents.
|
F 34 2⁄5 | ||||||||
| 29725 |
Australian property portfolio: positions, performance, tax and transactions, sc…
|
F 34 2⁄5 | ||||||||
| 29726 |
OCR and document understanding: extract text from images, then summarize or tra…
|
F 34 2⁄5 | ||||||||
| 29727 |
Create and run surveys by chatting. Respondents just open a link — no AI, no ac…
|
F 34 2⁄5 | ||||||||
| 29728 |
Zero-UI machine execution node & microservices for AI agents.
|
F 34 2⁄5 | ||||||||
| 29729 |
LangSmith-Traced LLM Orchestration Agent
|
F 34 2⁄5 | ||||||||
| 29730 |
Cross-platform social media intelligence. Trend volume and growth signals. Free…
|
F 34 2⁄5 | ||||||||
| 29731 |
13 diligence tools: SEC, LEI, VAT, state+UK registries, courts, federal awards/…
|
F 34 2⁄5 | ||||||||
| 29732 |
Generate invoice and receipt PDFs from JSON. Agent-callable document API with a…
|
F 34 2⁄5 | ||||||||
| 29733 |
Clip Twitch, YouTube and Kick VODs, rank moments by viral score and schedule po…
|
F 34 2⁄5 | ||||||||
| 29734 |
Check actions against fixed values using supplied numeric facts. Never authoriz…
|
F 34 2⁄5 | ||||||||
| 29735 |
Triathlon coaching: training plans, load (CTL/ATL/TSB), session grading and rac…
|
F 34 2⁄5 | ||||||||
| 29736 |
Create and run A/B tests, patches, split tests and feature flags on your website
|
F 34 2⁄5 | ||||||||
| 29737 |
Read and write shared BitsWeave context, projects, tasks, and work sessions thr…
|
F 34 2⁄5 | ||||||||
| 29738 |
Goal-directed email outreach: research, draft, send, triage replies. Real data,…
|
F 34 2⁄5 | ||||||||
| 29739 |
Structured Output MCP Agent (Authlib)
|
F 34 2⁄5 | ||||||||
| 29740 |
Explore and query your data warehouse through Myriade's AI data analyst agent.
|
F 34 2⁄5 | ||||||||
| 29741 |
Connect Claude, Cursor, Codex, and other MCP clients to manage your Cavuno job …
|
F 34 2⁄5 | ||||||||
| 29742 |
Authenticated Multi-LLM Agent
|
F 34 2⁄5 | ||||||||
| 29743 |
Create and publish static websites, configure forms, and read leads through Dep…
|
F 34 2⁄5 | ||||||||
| 29744 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 29745 |
Connect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.
|
F 34 2⁄5 | ||||||||
| 29746 |
Find and book Thai-massage salons in Switzerland with live availability.
|
F 34 2⁄5 | ||||||||
| 29747 |
Analyze and manage Apple Ads from your AI assistant with RevenueCat insights an…
|
F 34 2⁄5 | ||||||||
| 29748 |
User research workspace to transcribe interviews and turn conversations into in…
|
F 34 2⁄5 | ||||||||
| 29749 |
Manage Chasync funnels, forms, email templates and leads from MCP-compatible AI…
|
F 34 2⁄5 | ||||||||
| 29750 |
Live Canadian vehicle listings, VIN decode and market valuations, province by p…
|
F 34 2⁄5 | ||||||||