MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30501
crabbitmq
CrabbitMQ Claim
Async message queue for AI agents. Self-provision queues via MCP or REST — no h…
F 30 35 10 0 81
30502
brandomica
Verify brand name availability across domains, social media handles, and global…
F 30 35 10 0 81
30503 F 30 35 10 0 81
30504
verifiedstate
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
F 30 35 10 0 81
30505
adadvisor
Meta Ads Claim
**Give your AI agent direct access to your Meta Ads data.** Connect Claude, Cha…
F 30 35 10 0 81
30506
hexiaochun
xSkill AI Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
F 30 35 10 0 81
30507
found402
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
F 30 35 10 0 81
30508
Databox-MCP
Databox Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
F 30 35 10 0 81
30509
francofuji
Generate temporary email addresses to protect your primary inbox from spam when…
F 30 35 10 0 81
30510
fontfreezer
FontFreezer Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
F 30 35 10 0 81
30511
arjunkmrm
Echo Claim
A simple echo MCP server for testing - updated 1773323437
F 30 35 10 0 81
30512
agility
mcp-server Claim 1
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
F 30 35 10 0 81
30513 F 30 35 10 0 81
30514
ThinAirTelematics
geo Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
F 30 35 10 0 81
30515 F 30 35 10 0 81
30516
securelend
AI-powered financial services marketplace connecting borrowers with 200+ lender…
F 30 35 10 0 81
30517
ybolduc
Detect hidden FX fees on international bank transfers in 30 seconds. Score 1-1…
F 30 35 10 0 81
30518
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
30519
samedii
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
F 30 35 10 0 81
30520
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
30521
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
30522
virtualsms
VirtualSMS Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
F 30 35 10 0 81
30523
datadigital
Card Catalog Claim
Authenticate identities and earn professional certification badges through tier…
F 30 35 10 0 81
30524
AgentWings
Connects AI assistants to Exa AI's search capabilities, including specialized c…
F 30 35 10 0 81
30525
indigoint
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
F 30 35 10 0 81
30526
nikhilgogulwar
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 35 10 0 81
30527
tharuneshwar-s
Auditron Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
F 30 35 10 0 81
30528
xfigr-com
JobGPT MCP server automates your entire job search — from finding jobs to auto …
F 30 35 10 0 81
30529
agentpmt
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
F 30 35 10 0 81
30530
mistaike-ai
mistaike.ai Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
F 30 35 10 0 81
30531
ciprianpater
# NWO Robotics MCP Server Control real robots, IoT devices, and autonomous age…
F 30 35 10 0 81
30532
dialogbrain
DialogBrain Claim
DialogBrain gives AI agents access to all your messaging channels — Telegram, W…
F 30 35 10 0 81
30533
ferranfg
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
F 30 35 10 0 81
30534
banksync
BankSync Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
F 30 35 10 0 81
30535
ubiq
Manage projects, databases, and Edge Functions across your Supabase organizatio…
F 30 35 10 0 81
30536
metrxbot
Metrx Claim
Monitor and optimize the operational costs of large language model deployments …
F 30 35 10 0 81
30537
putput-io
PutPut Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
F 30 35 10 0 81
30538
agentic-browsing
PreClick: An MCP-native URL preflight security scanning service for autonomous …
F 30 35 10 0 81
30539
viktorboyko528
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
F 30 35 10 0 81
30540
leeroopedia
Leeroopedia Claim
Access detailed documentation and API references for machine learning framework…
F 30 35 10 0 81
30541
agntor
Agntor Claim
What agntor MCP provides: Agent discovery and certification Trust and payment r…
F 30 35 10 0 81
30542
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
F 30 35 10 0 81
30543
jefferythewind
WarpGBM Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
F 30 35 10 0 81
30544
leap-laboratories
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
F 30 35 10 0 81
30545
openclaw-ai
Transform basic instructions into high-quality prompts with optimized structure…
F 30 35 10 0 81
30546
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
F 30 35 10 0 81
30547
fuoribinario
Artribune Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
F 30 35 10 0 81
30548 F 30 35 10 0 81
30549
axel-belfort
Weather data API for AI agents. Current conditions and 7-day forecast for any l…
F 30 35 10 0 81
30550
automoto-mcp-gateway
Production-ready MCP Gateway for automotive market data powered by Dremio. Conn…
F 30 35 10 0 81
Showing 30501–30550 of 66549 servers
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