MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30501 |
CrabbitMQ
Claim
Async message queue for AI agents. Self-provision queues via MCP or REST — no h…
|
F 30 3⁄5 | ||||||||
| 30502 |
Brandomica Lab
Claim
Verify brand name availability across domains, social media handles, and global…
|
F 30 3⁄5 | ||||||||
| 30503 |
sg-weather-data-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30504 |
verifiedstate-mcp
Claim
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
F 30 3⁄5 | ||||||||
| 30505 |
Meta Ads
Claim
**Give your AI agent direct access to your Meta Ads data.** Connect Claude, Cha…
|
F 30 3⁄5 | ||||||||
| 30506 |
xSkill AI
Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
|
F 30 3⁄5 | ||||||||
| 30507 |
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
|
F 30 3⁄5 | ||||||||
| 30508 |
Databox
Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
|
F 30 3⁄5 | ||||||||
| 30509 |
UnCorreoTemporal
Claim
Generate temporary email addresses to protect your primary inbox from spam when…
|
F 30 3⁄5 | ||||||||
| 30510 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
| 30511 |
Echo
Claim
A simple echo MCP server for testing - updated 1773323437
|
F 30 3⁄5 | ||||||||
| 30512 |
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
|
F 30 3⁄5 | ||||||||
| 30513 |
settlegrid-discovery
Claim
|
F 30 3⁄5 | ||||||||
| 30514 |
geo
Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
|
F 30 3⁄5 | ||||||||
| 30515 |
maslo-consulting
Claim
|
F 30 3⁄5 | ||||||||
| 30516 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 30517 |
Detect hidden FX fees on international bank transfers in 30 seconds.
Score 1-1…
|
F 30 3⁄5 | ||||||||
| 30518 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30519 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
F 30 3⁄5 | ||||||||
| 30520 |
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
|
F 30 3⁄5 | ||||||||
| 30521 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 30522 |
VirtualSMS
Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
|
F 30 3⁄5 | ||||||||
| 30523 |
Card Catalog
Claim
Authenticate identities and earn professional certification badges through tier…
|
F 30 3⁄5 | ||||||||
| 30524 |
Exa MCP Server
Claim
Connects AI assistants to Exa AI's search capabilities, including specialized c…
|
F 30 3⁄5 | ||||||||
| 30525 |
librarian-nexus
Claim
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
|
F 30 3⁄5 | ||||||||
| 30526 |
universalbench
Claim
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
|
F 30 3⁄5 | ||||||||
| 30527 |
Auditron
Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
|
F 30 3⁄5 | ||||||||
| 30528 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
F 30 3⁄5 | ||||||||
| 30529 |
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
|
F 30 3⁄5 | ||||||||
| 30530 |
mistaike.ai
Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
|
F 30 3⁄5 | ||||||||
| 30531 |
srv-d7aoqmh5pdvs7391dcqg
Claim
# NWO Robotics MCP Server
Control real robots, IoT devices, and autonomous age…
|
F 30 3⁄5 | ||||||||
| 30532 |
DialogBrain
Claim
DialogBrain gives AI agents access to all your messaging channels — Telegram, W…
|
F 30 3⁄5 | ||||||||
| 30533 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 30534 |
BankSync
Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
|
F 30 3⁄5 | ||||||||
| 30535 |
supabase-godmode
Claim
Manage projects, databases, and Edge Functions across your Supabase organizatio…
|
F 30 3⁄5 | ||||||||
| 30536 |
Metrx
Claim
Monitor and optimize the operational costs of large language model deployments …
|
F 30 3⁄5 | ||||||||
| 30537 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 30538 |
PreClick: An MCP-native URL preflight security scanning service for autonomous …
|
F 30 3⁄5 | ||||||||
| 30539 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
|
F 30 3⁄5 | ||||||||
| 30540 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 30541 |
Agntor
Claim
What agntor MCP provides:
Agent discovery and certification
Trust and payment r…
|
F 30 3⁄5 | ||||||||
| 30542 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 30543 |
WarpGBM
Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
|
F 30 3⁄5 | ||||||||
| 30544 |
Discovery Engine
Claim
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
|
F 30 3⁄5 | ||||||||
| 30545 |
Prompt Enhancer
Claim
Transform basic instructions into high-quality prompts with optimized structure…
|
F 30 3⁄5 | ||||||||
| 30546 |
StratProof
Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
|
F 30 3⁄5 | ||||||||
| 30547 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 30548 |
AI Research Assistant
Claim
|
F 30 3⁄5 | ||||||||
| 30549 |
Weather data API for AI agents. Current conditions and 7-day forecast for any l…
|
F 30 3⁄5 | ||||||||
| 30550 |
AUTOMOTO MCP Gateway
Claim
Production-ready MCP Gateway for automotive market data powered by Dremio. Conn…
|
F 30 3⁄5 | ||||||||