MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18751
ImperiumCore
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
F 33 55 54 0 0 21 81
18752
mifactory-bot
Send transactional pdfs for AI agents via SMTP. Templates included.
F 33 55 54 0 0 21 81
18753
RostroDotDev
Rostro Claim
Turn any language model into a multimodal powerhouse that can generate images, …
F 33 55 48 0 0 30 81
18754
MindscapeHQ
Raygun Claim
Investigate errors, track deployments, analyze performance, and manage applicat…
F 33 55 52 0 0 24 81
18755
Subotiz
Subotiz MCP Claim
Connect AI assistants to Subotiz - Using Subotiz's external capabilities throug…
F 33 55 44 0 0 41 81
18756
koreal6803
finlab-ai Claim
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strat…
F 33 55 50 0 0 28 81
18757
kindly-software
kdb Claim
AI-powered time-travel debugger with bidirectional execution replay, audit-comp…
F 33 55 48 0 0 33 81
18758
mifactory-bot
Send transactional emails for AI agents via SMTP. Templates included.
F 33 55 54 0 0 21 81
18759
var-gg
mcp Claim
Enforces team naming consistency for AI-generated code via Cursor MCP integrati…
F 33 55 52 0 0 27 81
18760
DigitalTiffany1
Provides real-time LNP/WLNP (Wireless Local Number Portability) and LRN auditin…
F 33 55 44 0 0 39 81
18761
CreativeClawCo
On-brand creative studio for AI agents: images, video, audio, and 3D.
F 33 55 56 0 0 21 81
18762
topofgames
Romanian classified ads and business directory. Search 30K+ businesses, ads, ex…
F 33 55 54 0 0 20 81
18763
Cranot
agentskb Claim
Researched knowledge for AI agents. Canonical answers from official sources.
F 33 53 42 0 0 23 95
18764
TagTeamDesign
lsp Claim
Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natu…
F 33 55 48 0 0 31 81
18765
shin1219-eng
Evidence-backed web verification for agents with deterministic JSON, text evide…
F 33 55 48 0 0 29 81
18766
NeuraLegion
AI-powered application security testing — scan APIs, discover endpoints, and fi…
F 33 55 50 0 0 27 81
18767
peterod99
CRM, relationship intelligence, and multi-agent orchestration for AI agents.
F 33 55 54 0 0 23 81
18768
francis-ros
rostro Claim
Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and…
F 33 55 48 0 0 30 81
18769
megberts
mcp Claim
Build and publish websites through AI conversation.
F 33 55 48 10 0 21 81
18770
simplyprint
3D print farm management for AI. Monitor, queue, and control prints on your Sim…
F 33 55 42 0 0 41 81
18771
apihubio
mcp-server Claim
Discover and pay for APIs with USDC credits. No wallet, no gas, MCP-native mark…
F 33 55 50 0 0 26 81
18772
ToolOracle
YieldOracle Claim
DeFi Yield Intelligence MCP Server — 8 tools for risk-adjusted APY, stablecoin …
F 32 55 48 0 0 26 81
18773
mirrormemory-ai
Personal knowledge base MCP server with semantic search, auto-categorization, m…
F 32 55 52 0 0 21 81
18774
louislili
geo-agent-mcp Claim
GEO Agent Server. Injects product knowledge and SEO landing pages into geo.yiga…
F 32 55 48 0 0 23 81
18775
thinkchainai
Conduct AI-powered qualitative research interviews and surveys at scale with [A…
F 32 55 54 0 0 12 81
18776
Axiomatic-AI
prover Claim
Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib.
F 32 55 48 0 0 23 81
18777
NeuraLegion
The new Bright MCP Server enables AI assistants to directly interact with Brigh…
F 32 55 50 0 0 25 81
18778
ToolOracle
FlightOracle Claim
Flight Intelligence MCP — 8 tools for flight search, cheapest dates, multi-city…
F 32 55 48 0 0 27 81
18779
nikaskeba
NodeCodeStudio Claim 1
NodeCodeStudio is a hybrid MCP implementation that lets AI agents activate and …
F 32 53 48 0 0 10 95
18780
databox
Databox MCP Claim
Databox MCP enables you to query live business metrics from 100+ data sources t…
F 32 55 44 10 0 21 81
18781
ToolOracle
Whale & Institutional Flow MCP Server — 8 tools for protocol TVL flows, alpha s…
F 32 55 48 0 0 26 81
18782
bh-rat
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and se…
F 32 55 44 0 0 33 81
18783
Br0ski777
Count words, characters, sentences, paragraphs, reading time. x402 micropayment.
F 32 44 24 0 21 81
18784
Br0ski777
Resolve ENS names to Ethereum addresses and reverse. x402 micropayment.
F 32 44 24 0 21 81
18785
feedoracle
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classific…
F 32 55 48 0 0 27 81
18786
Br0ski777
TCP port scanning — check open ports on any host. x402 micropayment.
F 32 44 24 0 21 81
18787
nathishdev-netizen
dida-mcp-server Claim
Hotel search, booking, and review MCP server with 12+ detailed fields per hotel
F 32 55 54 0 0 17 81
18788
ToolOracle
MemeOracle Claim
Memecoin Intelligence MCP Server — 9 tools for rug-check risk scoring, momentum…
F 32 55 48 0 0 26 81
18789
mldotink
Ink MCP Claim
Deploy and manage applications, databases, domains, and git repos
F 32 55 48 0 0 23 81
18790
NewsBang
Newsbang MCP Claim
Newsbang MCP is a powerful Model Context Protocol (MCP) server that provides ac…
F 32 55 44 0 0 31 81
18791
Br0ski777
Translate text between 50+ languages with auto-detection. x402 micropayment.
F 32 44 24 0 21 81
18792
EruditeIntelligence
168 MCP tools: token prices, whale tracking, DeFi, wallets across Base/Tron/BTC…
F 32 55 54 0 0 18 81
18793
stanley17112000
Search live credit card merchant offers across Amex, Chase, Citi, PayPal, Rakut…
F 32 55 48 0 0 28 81
18794
harshil1712
Provides access to Berlin's public transport data through the VBB API, enabling…
F 32 55 50 0 0 22 81
18795
Br0ski777
SEO keyword research with Google Suggest, intent scoring, long-tail discovery. …
F 32 44 24 0 21 81
18796
RipperMercs
terminalfeed Claim
Real-time data feeds for AI agents with USDC micropayments on Base for premium …
F 32 55 42 0 0 36 81
18797
tredict-com
Tredict Claim
Analyse activities, build training plans and sync structured workouts to your s…
F 32 55 52 0 0 21 81
18798
Nowah-xyz
Nowah Travel Claim
Your personal AI travel concierge — flights, hotels, 116M+ POIs, visas, weather…
F 32 55 42 10 0 23 81
18799
Br0ski777
Execute Python, JavaScript, SQL code in a sandbox. x402 micropayment.
F 32 44 24 0 21 81
18800
Kevthetech143
Hivemind Claim
Provides instant access to a searchable knowledge base of 16,000+ community-dri…
F 32 55 48 0 0 27 81
Showing 18751–18800 of 59042 servers
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