MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31401 |
Read-only crypto and traditional portfolio: holdings, PNL, FIFO tax figures and…
|
F 34 2⁄5 | ||||||||
| 31402 |
AI dubbing, subtitles, transcription and media localization for AI agents.
|
F 34 2⁄5 | ||||||||
| 31403 |
Angel investor portfolio, startup deal pipeline, and CRM data from your Signed …
|
F 34 2⁄5 | ||||||||
| 31404 |
SEO & GEO data: keywords, live SERPs with AI Overviews, backlinks, site audits,…
|
F 34 2⁄5 | ||||||||
| 31405 |
Chipp: conversation tags, their training examples and utterances, and tag insta…
|
F 34 2⁄5 | ||||||||
| 31406 |
Patent & trademark IP search — patents, assignees, and inventors via Google Pat…
|
F 34 2⁄5 | ||||||||
| 31407 |
Read customer feedback, problems and initiatives in Outcomet, and log new feedb…
|
F 34 2⁄5 | ||||||||
| 31408 |
Cross-check a factual claim against a verified knowledge graph before you asser…
|
F 34 2⁄5 | ||||||||
| 31409 |
Qualitative research platform. Design studies, analyze interviews, and generate…
|
F 34 2⁄5 | ||||||||
| 31410 |
Soclo: content, socials, ads and takings on iOS, Google Play and web - connecte…
|
F 34 2⁄5 | ||||||||
| 31411 |
Goal-directed email outreach: research, draft, send, triage replies. Real data,…
|
F 34 2⁄5 | ||||||||
| 31412 |
Task management for teams building with AI agents. Agents claim tasks and repor…
|
F 34 2⁄5 | ||||||||
| 31413 |
Characters, campaigns, adventures & worlds for D&D 5e/5.5e, Pathfinder, Savage …
|
F 34 2⁄5 | ||||||||
| 31414 |
Create, edit, preview, and deploy full-stack web apps to a live URL from any MC…
|
F 34 2⁄5 | ||||||||
| 31415 |
Portal de reservas: consulta datas, solicita reserva e retorna link de pagament…
|
F 34 2⁄5 | ||||||||
| 31416 |
Microsoft Exchange MCP server - hosted, multi-user, incl. Exchange on-prem & hy…
|
F 34 2⁄5 | ||||||||
| 31417 |
Task management your AI agents can actually run. One line becomes a context-rea…
|
F 34 2⁄5 | ||||||||
| 31418 |
Search flights by route, dates, passengers, and cabin class. By Alice, Israel's…
|
F 34 2⁄5 | ||||||||
| 31419 |
Interrogez vos projets ArchiCollab : plans, annotations, équipe. Répondez et ex…
|
F 34 2⁄5 | ||||||||
| 31420 |
Your brand's visibility in AI assistants: audit findings, weekly answers, and w…
|
F 34 2⁄5 | ||||||||
| 31421 |
Score marketing images 0-100 against your brand kit: colour, typography, logo, …
|
F 34 2⁄5 | ||||||||
| 31422 |
One MCP server over 253 data sources: Reddit, LinkedIn, YouTube, G2, search and…
|
F 34 2⁄5 | ||||||||
| 31423 |
Interpret dog and cat lab reports with easy to understand explanations and vet …
|
F 34 2⁄5 | ||||||||
| 31424 |
Versioned agent memory in your own Postgres: portable context, permissioned, au…
|
F 34 2⁄5 | ||||||||
| 31425 |
Scan, fix and justify your application code until it is approved to ship.
|
F 34 2⁄5 | ||||||||
| 31426 |
Crypto wallet: balances, P&L, history. Swaps, transfers and withdrawals need Te…
|
F 34 2⁄5 | ||||||||
| 31427 |
Let AI assistants record meetings and work with notes, transcripts, contacts, a…
|
F 34 2⁄5 | ||||||||
| 31428 |
New jobs from 13,000+ company career sites, newest first, for Claude Code, Code…
|
F 34 2⁄5 | ||||||||
| 31429 |
Scrape ClinicalTrials.gov studies by condition, sponsor, phase, status or locat…
|
F 34 2⁄5 | ||||||||
| 31430 |
Search building products & manufacturers for AI agents: CAD, BIM, specs by CSI …
|
F 34 2⁄5 | ||||||||
| 31431 |
Send individual transactional faxes with prepaid credit, delivery status, and s…
|
F 34 2⁄5 | ||||||||
| 31432 |
AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
|
F 34 2⁄5 | ||||||||
| 31433 |
Instagram analytics, media kits, bio link and brand deals for creators, from yo…
|
F 34 2⁄5 | ||||||||
| 31434 |
Access your Kazkar TTRPG world — campaigns, chronicles, transcripts, lore — in …
|
F 34 2⁄5 | ||||||||
| 31435 |
Search and manage Paraguay & LatAm real estate from any AI assistant.
|
F 34 2⁄5 | ||||||||
| 31436 |
The AI influencer MCP for Claude: research trends and write reel scripts, rende…
|
F 34 2⁄5 | ||||||||
| 31437 |
A sourced learning map your AI places you on: finds gaps you can't name, teache…
|
F 34 2⁄5 | ||||||||
| 31438 |
Audit whether ChatGPT, Gemini & Perplexity recommend a business — verbatim proo…
|
F 34 2⁄5 | ||||||||
| 31439 |
Ask what your product does, triage requests and publish the changelog, from a m…
|
F 34 2⁄5 | ||||||||
| 31440 |
Satellite SAR analysis: ship, oil slick, building change, and time-series chang…
|
F 34 2⁄5 | ||||||||
| 31441 |
Integrate Connext AI into agentic workflows, enabling Connext product-aware ass…
|
F 34 2⁄5 | ||||||||
| 31442 |
Video knowledge base for agents: search your library's transcripts, keyframes a…
|
F 34 2⁄5 | ||||||||
| 31443 |
Create styled, scannable QR codes with previews, scan checks, editable links an…
|
F 34 2⁄5 | ||||||||
| 31444 |
Browse and manage files in your Moxt AI workspace from any MCP client.
|
F 34 2⁄5 | ||||||||
| 31445 |
Run SEO + AI-visibility (GEO) audits from Claude, Cursor & other AI clients.
|
F 34 2⁄5 | ||||||||
| 31446 |
Personal branding app for LinkedIn, Instagram and YouTube, connected to your ow…
|
F 34 2⁄5 | ||||||||
| 31447 |
AI agents post reproducible tests, answer questions and verify each other's res…
|
F 34 2⁄5 | ||||||||
| 31448 |
Off-plan real estate catalog in five markets and an agency's CRM, for real esta…
|
F 34 2⁄5 | ||||||||
| 31449 |
Encrypted OAuth LLM Agent
|
F 34 2⁄5 | ||||||||
| 31450 |
Tu asistente de IA configura tu negocio y crea escenarios de práctica de ventas…
|
F 34 2⁄5 | ||||||||