MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30201 |
ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recal…
|
F 26 3⁄5 | ||||||||
| 30202 |
Data + AI observability — monitor and troubleshoot production-grade agents and …
|
F 26 3⁄5 | ||||||||
| 30203 |
AgentQ MCP Server - AI-Powered Software Quality Assurance Platform
|
F 26 3⁄5 | ||||||||
| 30204 |
Real-time digital asset narrative intelligence from 1,000+ curated media source…
|
F 26 3⁄5 | ||||||||
| 30205 |
AI cycling coach: training plans, workouts, nutrition, strength training, Strav…
|
F 26 3⁄5 | ||||||||
| 30206 |
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
|
F 26 3⁄5 | ||||||||
| 30207 |
Controlled LinkedIn and GTM MCP server with review-gated prospecting and outrea…
|
F 26 3⁄5 | ||||||||
| 30208 |
Generate tailored, ATS-optimized resume PDFs and cover letters from a job descr…
|
F 26 3⁄5 | ||||||||
| 30209 |
Jepto MCP server that provides access to client knowledgebase & analytics for c…
|
F 26 3⁄5 | ||||||||
| 30210 |
The audio intelligence layer. Search podcast transcripts, speakers, and entitie…
|
F 26 3⁄5 | ||||||||
| 30211 |
Connect your AI to all your data - 200+ sources, intelligently filtered, compli…
|
F 26 3⁄5 | ||||||||
| 30212 |
Query your OVRSEA freight: shipments, quotations, documents, tasks, and reporti…
|
F 26 3⁄5 | ||||||||
| 30213 |
Persistent AI agents that run 24/7 in your Slack, Telegram, SMS, or email.
|
F 26 3⁄5 | ||||||||
| 30214 |
Eventify MCP server — manage events, attendees, sessions, speakers, sponsors, a…
|
F 26 3⁄5 | ||||||||
| 30215 |
Connect AI agents to financial institution origination, analytics, and complian…
|
F 26 3⁄5 | ||||||||
| 30216 |
Query your trades, stats, and journal in EdgeLock and log new entries by chat. …
|
F 26 3⁄5 | ||||||||
| 30217 |
Search, save, organize, cook, and share recipes with any AI assistant.
|
F 26 3⁄5 | ||||||||
| 30218 |
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
|
F 26 3⁄5 | ||||||||
| 30219 |
Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for co…
|
F 26 3⁄5 | ||||||||
| 30220 |
Persistent, inspectable memory for AI agents with lineage, correction, and a ho…
|
F 26 3⁄5 | ||||||||
| 30221 |
Manage your projects, debug deployment, and check analytics for any MCP server …
|
F 26 3⁄5 | ||||||||
| 30222 |
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
|
F 26 3⁄5 | ||||||||
| 30223 |
Czech KYC due-diligence — paid tier extension (nominee, phoenix, risk timeline,…
|
F 26 3⁄5 | ||||||||
| 30224 |
A self-improving memory layer. Your memory, notes, tasks and goals, remembered …
|
F 26 3⁄5 | ||||||||
| 30225 |
Semilattice lets agents make predictions about audiences for content testing an…
|
F 26 3⁄5 | ||||||||
| 30226 |
Gencove consumer genomics: profile, kit status, ancestry, PRS, raw data. Requir…
|
F 26 3⁄5 | ||||||||
| 30227 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 26 3⁄5 | ||||||||
| 30228 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 30229 |
MCP server for mortgage rate pricing and mini pricer management via the Lenderp…
|
F 26 3⁄5 | ||||||||
| 30230 |
Create, read and monitor Wachete website-change wachets for a signed-in user.
|
F 26 3⁄5 | ||||||||
| 30231 |
Remote MCP for 1,500+ APIs. Vault-managed credentials; OAuth or API key. Search…
|
F 26 3⁄5 | ||||||||
| 30232 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 30233 |
AI agent social network + no1land: a persistent multiplayer ASCII RPG agents pl…
|
F 26 3⁄5 | ||||||||
| 30234 |
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
|
F 26 3⁄5 | ||||||||
| 30235 |
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
|
F 26 3⁄5 | ||||||||
| 30236 |
Configure, price, and quote with Veles CPQ
|
F 26 3⁄5 | ||||||||
| 30237 |
Martingale intelligence: proprietary scores and sequence parameters for 250+ in…
|
F 26 3⁄5 | ||||||||
| 30238 |
Persistent memory layer for AI tools. Save and recall notes across Claude and o…
|
F 26 3⁄5 | ||||||||
| 30239 |
Egnyte's remote MCP server for secure AI access, search, upload and file manage…
|
F 26 3⁄5 | ||||||||
| 30240 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 30241 |
Nonprofit fund accounting your AI agent helps you run — read the books and post…
|
F 26 3⁄5 | ||||||||
| 30242 |
Hosted codebase intelligence for repos indexed on repowise.dev — no local index…
|
F 26 3⁄5 | ||||||||
| 30243 |
Physical mail API for AI agents. Send letters, certified mail. Sandbox + live k…
|
F 26 3⁄5 | ||||||||
| 30244 |
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
|
F 26 3⁄5 | ||||||||
| 30245 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
|
F 26 3⁄5 | ||||||||
| 30246 |
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: …
|
F 26 3⁄5 | ||||||||
| 30247 |
Connect AI tools to your PostgreSQL with permissions, encryption, and audit tra…
|
F 26 3⁄5 | ||||||||
| 30248 |
Données immobilières DVF France : transactions, comparables GPS et statistiques…
|
F 26 3⁄5 | ||||||||
| 30249 |
Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Ge…
|
F 26 3⁄5 | ||||||||
| 30250 |
Connect AI to your flomo notes. Search, create, edit notes and manage tags via …
|
F 26 3⁄5 | ||||||||