MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
901
khromov
svelte-llm-mcp Claim 1
An MCP server that provides access to Svelte 5 and SvelteKit documentation
B 82 66 75 90 87 57 82 96
902
forest6511
secretctl Claim 1
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
B 82 54 76 68 N/A 79 90 99
903
agentbroker-tech
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
B 82 66 90 80 100 22 81 98
904
call518
MCP-MySQL-Ops Claim 1
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …
B 82 55 82 74 N/A 58 95 94
905
reitsmasieto-wq
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
B 82 66 90 100 86 23 81 94
906
ofershap
cloudflare Claim 1
MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from you…
B 82 55 76 100 N/A 62 95 67
907
BlaineHeffron
Larry Claim
Social coding platform for AI agents. Post snippets, fork code, vote, follow ag…
B 82 66 96 72 95 38 82 94
908
wspringer
HiGHS MCP Server Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 55 96 66 70 84 90
909
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
910
IBM
Enables AI assistants to create professional YouTube videos using Remotion with…
B 82 55 78 74 N/A 76 95 85
911
Ansvar-Systems
ot-security-mcp Claim
OT security standards: IEC 62443, NIST 800-82/53, MITRE ATT&CK for ICS
B 82 54 84 58 N/A 82 94 94
912
appium
MCP Appium Claim
Enables AI assistants to automate mobile app testing and development for iOS an…
B 82 54 74 61 N/A 86 95 99
913
devhelmhq
DevHelm MCP Server Claim
A public, stateless MCP server designed to demonstrate recording, replaying, an…
B 82 66 86 86 92 33 83 98
914
debu-sinha
excalidraw Claim
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
B 82 54 84 72 N/A 67 95 90
915
nicobailon
pi-mcp-adapter Claim
Token-efficient MCP adapter for Pi coding agent
B 82 54 92 66 N/A 76 95 80
916
tekkidev
mcpstat Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
B 82 54 86 52 N/A 81 95 96
917
staskh
trading_skills Claim
Claude powered advisor system for option traders
B 82 55 62 82 N/A 72 95 100
918
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
919
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
920
simen
Enables autonomous debugging of Commodore 64 programs through the VICE emulator…
B 82 55 78 100 N/A 35 95 91
921
jovanSAPFIONEER
Network AI Claim
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write,…
B 82 54 90 43 N/A 89 95 100
922
whitmorelabs
polymarket-mcp Claim 1
Trading intelligence tools for Polymarket: slippage, liquidity, arbitrage, pric…
B 82 44 72 N/A N/A 62 95 98
923
carloluisito
Mind Keg MCP Claim
A persistent memory server that stores and retrieves atomic coding insights lik…
B 82 55 76 75 79 81 100
924
neogene-ai
otp-ojp Claim
Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)
B 82 55 90 91 N/A 30 95 88
925
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
926
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
927
dodopayments
Dodo Payments Claim
The Dodo Payments MCP Server integrates with agentic frameworks to provide a li…
B 82 55 96 63 86 76 91
928
Dianel555
Paper Search MCP Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 55 100 100 77 78 46
929
jay-trivedi
amazon_sp_mcp Claim 1
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
B 82 54 100 63 N/A 40 94 100
930
adepanges
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
B 82 55 90 60 85 83 94
931
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
932
iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, a…
B 82 54 78 72 N/A 64 92 100
933
dan1d
mercadolibre-mcp Claim
MercadoLibre marketplace integration for AI agents. Search products, get item d…
B 82 55 76 100 69 81 82
934
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
935
lu-zhengda
Virtual Filesystem Claim
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…
B 82 54 78 75 N/A 78 82 98
936
YamadaAoi
mcp-sketch Claim
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
B 82 44 78 N/A N/A 58 95 91
937
thesammykins
FlixBridge Claim
FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants …
B 82 55 94 61 73 81 97
938
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
939
yeongbin-hwang
imply-druid-mcp Claim
B 82 54 84 66 N/A 63 95 98
940
mrkrsl
Enables comprehensive web searching and content extraction using multiple searc…
B 82 54 88 62 N/A 74 92 92
941
klever-io
mcp-klever-vm Claim 1
MCP server for Klever blockchain smart contract development.
B 82 66 81 60 89 90 82 93
942
FayAndXan
spectrawl Claim
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
B 82 55 100 68 N/A 66 81 87
943
sieteunoseis
mcp-cisco-support Claim 1
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
B 82 55 96 100 79 81 44
944
langowarny
Control SmartThings devices and scenes across your locations. Get live status a…
B 82 54 86 66 N/A 59 95 99
945
Lykhoyda
ask-gemini Claim
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
B 82 54 84 61 N/A 83 92 92
946
tuananh
hyper-mcp Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
B 82 54 96 53 N/A 58 95 100
947
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
948
jsoncut
Jsoncut MCP Server Claim 1
Enables AI agents to generate JSON configurations for creating images and video…
B 82 66 94 84 64 74 81 96
949
uarlouski
ssh-mcp-server Claim
B 82 54 78 70 N/A 81 90 96
950
nissand
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
B 82 54 94 67 N/A 46 95 99
Showing 901–950 of 30006 servers
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