MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 2 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30101 |
Query your OVRSEA freight: shipments, quotations, documents, tasks, and reporti…
|
F 26 3⁄5 | ||||||||
| 30102 |
Corporate identity finder and email verification. Map real addresses and users …
|
F 26 3⁄5 | ||||||||
| 30103 |
Claude-ready DeFi MCP — risk-scored yields, profit sims & whale tracking across…
|
F 26 3⁄5 | ||||||||
| 30104 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 26 3⁄5 | ||||||||
| 30105 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 30106 |
Physical mail API for AI agents. Send letters, certified mail. Sandbox + live k…
|
F 26 3⁄5 | ||||||||
| 30107 |
Market knowledge layer for AI agents: competitors, opinions and regulations sha…
|
F 26 3⁄5 | ||||||||
| 30108 |
AI-powered codebase analysis — call graphs, security, dead code, complexity. 15…
|
F 26 3⁄5 | ||||||||
| 30109 |
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
|
F 26 3⁄5 | ||||||||
| 30110 |
AgentQ MCP Server - AI-Powered Software Quality Assurance Platform
|
F 26 3⁄5 | ||||||||
| 30111 |
AI cycling coach: training plans, workouts, nutrition, strength training, Strav…
|
F 26 3⁄5 | ||||||||
| 30112 |
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
|
F 26 3⁄5 | ||||||||
| 30113 |
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
|
F 26 3⁄5 | ||||||||
| 30114 |
Manage Nahook webhooks from your AI client: endpoints, deliveries, retries, env…
|
F 26 3⁄5 | ||||||||
| 30115 |
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
|
F 26 3⁄5 | ||||||||
| 30116 |
AI-powered charts with indicators and trade execution for forex, gold, indices …
|
F 26 3⁄5 | ||||||||
| 30117 |
Gencove consumer genomics: profile, kit status, ancestry, PRS, raw data. Requir…
|
F 26 3⁄5 | ||||||||
| 30118 |
Personal wiki and memory layer for AI assistants. Persistent, structured memory…
|
F 26 3⁄5 | ||||||||
| 30119 |
Eigi.ai Voice Agents
Claim
Create and manage AI voice agents, real-time conversations, and analytics with …
|
F 26 3⁄5 | ||||||||
| 30120 |
Cold email, email warmup, LinkedIn outreach, and B2B lead database via MCP.
|
F 26 3⁄5 | ||||||||
| 30121 |
Create, preview, publish, and measure landing pages from Claude, Codex, or any …
|
F 26 3⁄5 | ||||||||
| 30122 |
Semilattice lets agents make predictions about audiences for content testing an…
|
F 26 3⁄5 | ||||||||
| 30123 |
Data + AI observability — monitor and troubleshoot production-grade agents and …
|
F 26 3⁄5 | ||||||||
| 30124 |
AppDeploy turns app ideas described in AI chat into live full-stack web applica…
|
F 26 3⁄5 | ||||||||
| 30125 |
Collect Apple Health data from your wearables through the Context app and query…
|
F 26 3⁄5 | ||||||||
| 30126 |
Real-time crypto market data: candles, tickers, orderbooks across 13+ exchanges…
|
F 26 3⁄5 | ||||||||
| 30127 |
Arca is a private data vault where your AI stores your structured data, semanti…
|
F 26 3⁄5 | ||||||||
| 30128 |
Retrieve information from the Medusa documentation to assist you with your Medu…
|
F 26 3⁄5 | ||||||||
| 30129 |
Historis keeps track of what happened — so you and your AI are never out of syn…
|
F 26 3⁄5 | ||||||||
| 30130 |
Controlled LinkedIn and GTM MCP server with review-gated prospecting and outrea…
|
F 26 3⁄5 | ||||||||
| 30131 |
Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD…
|
F 26 3⁄5 | ||||||||
| 30132 |
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
|
F 26 3⁄5 | ||||||||
| 30133 |
ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recal…
|
F 26 3⁄5 | ||||||||
| 30134 |
Connect to Hugging Face Hub and thousands of Gradio AI Applications
|
F 26 3⁄5 | ||||||||
| 30135 |
Generate tailored, ATS-optimized resume PDFs and cover letters from a job descr…
|
F 26 3⁄5 | ||||||||
| 30136 |
An MCP server for generating images from HTML & CSS or screenshots of URLs usin…
|
F 26 3⁄5 | ||||||||
| 30137 |
Search, save, organize, cook, and share recipes with any AI assistant.
|
F 26 3⁄5 | ||||||||
| 30138 |
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
|
F 26 3⁄5 | ||||||||
| 30139 |
Read-only PostgreSQL, MySQL, SQL Server access via MCP — 24 dialect-aware hoste…
|
F 26 3⁄5 | ||||||||
| 30140 |
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
|
F 26 3⁄5 | ||||||||
| 30141 |
MileMaker MCP server provides mapping services for commercial transportation.
|
F 26 3⁄5 | ||||||||
| 30142 |
Monetize and manage your Tip4Serv store directly from your LLM.
|
F 26 3⁄5 | ||||||||
| 30143 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 26 3⁄5 | ||||||||
| 30144 |
Generate marketing videos and images in chat with Tolstoy Studio's AI creative …
|
F 26 3⁄5 | ||||||||
| 30145 |
Give Claude an honest self-model — behavioral tendencies built from evidence, n…
|
F 26 3⁄5 | ||||||||
| 30146 |
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
|
F 26 3⁄5 | ||||||||
| 30147 |
Unblocked MCP Server
|
F 26 3⁄5 | ||||||||
| 30148 |
Shared project wiki for AI agents: read and write pages, next actions, and acti…
|
F 26 3⁄5 | ||||||||
| 30149 |
AI proofreading for public web pages and full sites, with AI-verified correctio…
|
F 26 3⁄5 | ||||||||
| 30150 |
A persistent AI self you own — memory, persona, judgment — portable across all …
|
F 26 3⁄5 | ||||||||