MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28838
Scored
2087
Verified
16951
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18701
ritza-co
acme-todo Claim 1
An MCP server for a simple todo list
F 34 55 33 33 0 18 83
18702
junct-bot
Coinmarketcap - 30 tools for data, metrics, and on-chain analytics
F 34 55 58 0 0 23 81
18703
junct-bot
Hyperliquid - 2 tools for perpetuals, options, and position data
F 34 55 58 0 0 21 81
18704
ToolOracle
OracleNet Deal Discovery Protocol — permissioned commercial matching for MCP/A2…
F 34 55 48 0 0 41 81
18705
aryansingh0203
Aoexl Sign Claim
Create signing requests, check status, send reminders, and manage Aoexl templat…
F 34 55 54 0 0 27 81
18706
M-China
McDonald's China MCP Server Integration Guide
F 34 53 44 0 0 28 95
18707
yourbright-jp
JPYC Agent MCP Claim
OAuth-protected JPYC wallet, transfer, and contract workflows on Polygon.
F 34 55 48 10 0 24 81
18708
guruwalk
GuruWalk affiliate program for AI agents. Free walking tours in 100+ countries.…
F 34 55 54 0 0 27 81
18709
servicewindowapp
Verified food truck marketplace for Southwest Florida. Search trucks and browse…
F 34 55 60 0 0 19 81
18710
bralca
Context Engineering is a MCP server that gives AI agents perfect understanding …
F 34 53 52 0 0 15 95
18711
scispot-repo
mcp Claim
Turn any LLM into your lab assistant: search samples, track experiments, analyz…
F 34 55 54 10 0 18 81
18712
allooloo
ACM-68000 DPU resolver. First CPG product eligibility checker on MCP.
F 34 55 48 0 0 41 81
18713
Ludo-AI
Generate game assets with AI: sprites, 3D models, animations, sound effects, mu…
F 34 55 58 0 0 21 81
18714
lumetra-io
Combines bm25, vector and knowledge graphs to create a comprehensive memory sol…
F 34 53 36 0 0 37 95
18715
eansearch
eansearch-mcp-server Claim 1
MCP server for real-time product search by barcode (EAN, UPC, GTIN) or keyword …
F 34 55 37 10 0 57 69
18716
shin1219-eng
Evidence-backed web verification for agents with deterministic JSON, text evide…
F 33 55 48 0 0 29 81
18717
NeuraLegion
AI-powered application security testing — scan APIs, discover endpoints, and fi…
F 33 55 50 0 0 27 81
18718
mifactory-bot
Send transactional pdfs for AI agents via SMTP. Templates included.
F 33 55 54 0 0 21 81
18719
ImperiumCore
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
F 33 55 54 0 0 21 81
18720
DigitalTiffany1
Provides real-time LNP/WLNP (Wireless Local Number Portability) and LRN auditin…
F 33 55 44 0 0 39 81
18721
gitwhy-cli
The shared AI context engine for git — save, search, and share the reasoning be…
F 33 55 58 10 0 20 69
18722
iLert
ilert Claim
The official Model Context Protocol (MCP) server for ilert.
F 33 55 46 0 0 34 81
18723
TagTeamDesign
lsp Claim
Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natu…
F 33 55 48 0 0 31 81
18724
RostroDotDev
Rostro Claim
Turn any language model into a multimodal powerhouse that can generate images, …
F 33 55 48 0 0 30 81
18725
kindly-software
kdb Claim
AI-powered time-travel debugger with bidirectional execution replay, audit-comp…
F 33 55 48 0 0 33 81
18726
topofgames
Romanian classified ads and business directory. Search 30K+ businesses, ads, ex…
F 33 55 54 0 0 20 81
18727
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
18728
peterod99
CRM, relationship intelligence, and multi-agent orchestration for AI agents.
F 33 55 54 0 0 23 81
18729
metapartner-ai
MCP Portfolio Ideas helps you expand your LLM conversations with solid financia…
F 33 55 54 0 0 25 81
18730
MindscapeHQ
Raygun Claim
Investigate errors, track deployments, analyze performance, and manage applicat…
F 33 55 52 0 0 24 81
18731
francis-ros
rostro Claim
Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and…
F 33 55 48 0 0 30 81
18732
Cranot
agentskb Claim
Researched knowledge for AI agents. Canonical answers from official sources.
F 33 53 42 0 0 23 95
18733
koreal6803
finlab-ai Claim
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strat…
F 33 55 50 0 0 28 81
18734
var-gg
mcp Claim
Enforces team naming consistency for AI-generated code via Cursor MCP integrati…
F 33 55 52 0 0 27 81
18735
mifactory-bot
Stripe payments for AI agents. Create links, verify, manage customers.
F 33 55 54 0 0 21 81
18736
CreativeClawCo
On-brand creative studio for AI agents: images, video, audio, and 3D.
F 33 55 56 0 0 21 81
18737
mifactory-bot
Send transactional emails for AI agents via SMTP. Templates included.
F 33 55 54 0 0 21 81
18738
gabrielbacha
MCP Toggle is a simple GUI tool to help you manage MCP servers across clients s…
F 33 53 48 0 0 14 95
18739
Subotiz
Subotiz MCP Claim
Connect AI assistants to Subotiz - Using Subotiz's external capabilities throug…
F 33 55 44 0 0 41 81
18740
ToolOracle
ShopOracle Claim
E-Commerce Intelligence MCP Server — 11 tools for product search, price compari…
F 33 55 52 0 0 26 81
18741
simplyprint
3D print farm management for AI. Monitor, queue, and control prints on your Sim…
F 33 55 42 0 0 41 81
18742
eamwhite1
AgentTrust Claim
Trustless XRPL escrow oracle for AI agents. Create jobs, verify work, release X…
F 33 55 46 0 0 33 81
18743
QWarranto
leafengines Claim
🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE…
F 33 44 36 0 N/A 24 69
18744
megberts
mcp Claim
Build and publish websites through AI conversation.
F 33 55 48 10 0 21 81
18745
ignission-io
mcp Claim
TikTok video data analytics and content strategy tools
F 33 55 50 10 0 15 81
18746
Br0ski777
Execute Python, JavaScript, SQL code in a sandbox. x402 micropayment.
F 32 44 24 0 21 81
18747
NeuraLegion
The new Bright MCP Server enables AI assistants to directly interact with Brigh…
F 32 55 50 0 0 25 81
18748
feedoracle
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classific…
F 32 55 48 0 0 27 81
18749
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
18750
Axiomatic-AI
prover Claim
Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib.
F 32 55 48 0 0 23 81
Showing 18701–18750 of 33692 servers
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