MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29736
Scored
2112
Verified
16952
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17151
dimitrilaouanis-tech
onyx-paid-mcp Claim 1
Build a paid MCP server that charges AI agents per call in USDC, with automatic…
B 77 55 84 66 92 54 81
17152
edelgad3
Scan websites for AI visibility and marketing health with interactive dashboard.
B 77 55 96 74 83 37 81
17153
Vortx-AI
Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, n…
B 77 55 86 82 54 70 90
17154
AI-Riksarkivet
Enables users to search and access digital collections from the Swedish Nationa…
B 77 44 71 96 58 81
17155
A7OM-AI
The Global Price Benchmark for AI Inference. 1,600+ SKUs, 40+ vendors, 14 price…
B 77 55 71 100 98 24 81
17156
valuein
Point-in-time, survivorship-bias-free SEC EDGAR fundamentals for AI agents. 199…
B 77 55 90 80 65 60 81
17157
ByteOverDev
diagrams-mcp Claim
Enables generating cloud architecture diagrams, flowcharts, sequence diagrams, …
B 77 55 96 70 90 33 81
17158
rjandino
zopaf-mcp Claim
Negotiation math engine for AI agents. Computes Pareto frontiers, generates iso…
B 76 55 96 66 94 23 81
17159
ScanBIM-Labs
scanbim-mcp Claim 1
AI Hub for AEC — 46 tools for Revit, Navisworks, ACC, XR via Autodesk Platform …
B 76 55 96 76 75 26 90
17160
NirjharDeb
Detects and sanitizes hidden-payload attacks in MCP communications to protect L…
B 76 55 94 78 89 22 81
17161
vybenetwork
Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable…
B 76 55 90 66 96 34 81
17162
vistoya
Vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
B 76 55 78 74 89 51 81
17163
davidkim9
Enables AI assistants to manage Docker containers, execute commands inside them…
B 76 44 72 100 N/A 24 95
17164
igor-holt
SEAR Claim
Benchmark-first release surface with a read-only MCP endpoint and operator CLI.
B 76 55 68 86 97 39 81
17165
skswave
SEC-verified company data for AI. 8K+ companies, 1.19M filings. Origin chain pr…
B 76 55 96 59 94 32 81
17166
call518
MCP-OpenStack-Ops Claim
Manage and monitor a single OpenStack project with bulk operations, consolidate…
B 76 44 64 87 N/A 61 90
17167
richardjhobbs
Agent-native fashion marketplace. Browse, design, purchase NFTs, launch brands …
B 76 55 84 80 86 37 81
17168
K-Cupples
mockmcp Claim
Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, …
B 76 55 90 86 60 55 81
17169
nirholas
Registry API for 800+ crypto blockchain DeFi NFT trading tools discovery
B 76 44 90 65 N/A 60 83
17170
trendsmcp
Trends MCP Claim
Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTu…
B 76 55 58 100 94 41 81
17171
srotzin
hivegate Claim
MCP server for cross-platform agent onboarding. Registers external agents, tran…
B 76 55 86 66 100 35 81
17172
moises-paschoalick
Enables AI agents to access user and message data through MCP resources, provid…
B 76 44 84 100 23 81
17173
Bwana7
factorguide Claim
Send a coupling matrix, get zone classifications and optimal factorization stra…
B 76 55 96 70 94 21 81
17174
smith-and-web
obsidian-mcp-server Claim 1
SSE-enabled MCP server for remote Obsidian vault management with 29 tools for n…
B 76 44 94 41 N/A 85 80
17175
xiaobenyang-com
Review-Code Claim 1
A code review tool server based on Model Context Protocol (MCP), providing mult…
B 75 53 78 66 82 45 95
17176
justinstimatze
Deliberation primitive for multi-agent coordination: cruxes, vote clustering, c…
B 75 55 96 66 58 69 81
17177
ozand
Ayga MCP Client Claim
Provides access to 21+ AI parsers and search engines including Perplexity, Chat…
B 75 44 96 46 70 81
17178
jackemcpherson
bhs-mcp Claim 1
An MCP server for Blackhearts & Sparrows product data that enables searching pr…
B 75 55 63 93 100 30 81
17179
Maverick7
Maps API JSON to Vue/React components with Zod schemas and live UI previews
B 75 44 66 100 N/A 28 95
17180
xiaobenyang-com
Generate-Prd-Prompt Claim 1
Mercury Spec Ops MCP Server is a dynamic prompt generation and template assembl…
B 75 53 78 66 83 45 95
17181
jaideepdhanoa
Vocab Voyage Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
B 75 55 96 52 85 52 81
17182
baphometnxg
Hawaii MCP: tours, events, weather, restaurants, and day-plan itineraries acros…
B 74 55 78 66 98 34 81
17183
syenite-ai
Syenite Claim
DeFi interface for AI agents: swap, bridge, yield, lending. Live at syenite.ai.
B 74 55 96 74 75 28 81
17184
zemloai-ctrl
Electricity spot prices and cheapest hours for AI agents. 31 countries across E…
B 74 55 84 66 97 26 81
17185
Jordan-Jarvis
A Jenkins MCP server for multi-instance build management, log inspection, failu…
B 74 44 94 46 70 82
17186
fantasieleven-code
callout Claim
Multi-perspective architecture review for AI-assisted development. Nine expert …
B 74 44 60 82 N/A 60 95
17187
xiaobenyang-com
CurrencyAndOil Claim 1
Zenrus MCP Server is a server that provides real-time currency exchange rates a…
B 74 53 78 66 79 45 95
17188
AgentModule
Agent Module Claim
Deterministic compliance and vertical knowledge bases for autonomous agents. Fr…
B 74 55 71 66 100 47 81
17189
BRNDMK
Brand name verification across domains (with pricing), social handles, trademar…
B 73 44 71 96 35 81
17190
paulwenner
Wine recommendations, food pairings & B2B contact for Weingut Dreissigacker, Rh…
B 73 55 60 100 87 30 81
17191
bcharleson
Provides access to Instantly API v2 for email campaign and lead management func…
B 73 44 80 75 50 80
17192
srotzin
hivetrust Claim
KYA (Know Your Agent) identity, trust scoring, and insurance protocol for auton…
B 73 55 96 62 62 55 81
17193
luisa-sys
Search and discover Lyra profiles.
B 73 55 60 86 89 48 81
17194
yone-k
MCP Base Server Claim
A TypeScript-based template for rapidly developing MCP servers with modular too…
B 73 44 78 87 36 81
17195
Automattic
Acts as a bridge between local MCP clients and WordPress websites, enabling com…
B 72 44 72 71 59 82
17196
NotoriousArnav
Integrates with the EventHorizon Django platform to manage events, registration…
B 72 44 68 100 27 81
17197
nodeshift-nigeria
Paylo MCP Server Claim
Enables AI agents to interact with the Paylo commerce ecosystem, allowing them …
B 72 44 60 100 45 81
17198
UPS-API
Enables AI agents to integrate with UPS shipping and logistics capabilities, in…
B 72 44 68 82 54 81
17199
BACH-AI-Tools
Enables access to Zillow real estate data through the Zillow Working API, allow…
B 72 44 56 100 48 81
17200
kshayk
AviBase MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with access to comp…
B 72 44 71 100 25 81
Showing 17151–17200 of 50330 servers
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