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
851
yeongbin-hwang
imply-druid-mcp Claim
B 82 54 84 66 N/A 63 95 98
852
lilo-property
Vacation rental discovery, direct booking, and property protection for AI agent…
B 82 66 92 76 95 47 81 92
853
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
854
snowbikemike
TaScan Claim 1
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
B 82 66 96 86 87 55 67 91
855
nicobailon
pi-mcp-adapter Claim
Token-efficient MCP adapter for Pi coding agent
B 82 54 92 66 N/A 76 95 80
856
n8m8
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
B 82 55 94 73 58 80 98
857
Nam0101
android-mcp-toolkit Claim 1
A growing collection of MCP tools for Android Development. Currently features a…
B 82 55 82 100 N/A 54 95 67
858
rfunix
tengu Claim
AI-powered penetration testing MCP server
B 82 55 62 82 N/A 79 95 96
859
schlpbch
Provides Swiss Aare river swimming data including water temperature, flow rates…
B 82 66 86 82 89 53 84 91
860
Anarkh-Lee
Universal DB MCP Claim 1
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
B 82 55 90 72 85 82 83
861
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
862
ofershap
github-actions Claim 1
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
B 82 55 72 100 N/A 55 95 82
863
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
864
wyre-technology
autotask-mcp Claim 1
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects,…
B 82 55 81 70 88 82 92
865
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
866
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
867
thesammykins
FlixBridge Claim
FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants …
B 82 55 94 61 73 81 97
868
reitsmasieto-wq
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
B 82 66 90 100 86 23 81 94
869
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
870
adepanges
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
B 82 55 90 60 85 83 94
871
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
872
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
873
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
874
wspringer
HiGHS MCP Server Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 55 96 66 70 84 90
875
iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, a…
B 82 54 78 72 N/A 64 92 100
876
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
877
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
878
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
879
IBM
Enables AI assistants to create professional YouTube videos using Remotion with…
B 82 55 78 74 N/A 76 95 85
880
dan1d
mercadolibre-mcp Claim
MercadoLibre marketplace integration for AI agents. Search products, get item d…
B 82 55 76 100 69 81 82
881
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
882
mrkrsl
Enables comprehensive web searching and content extraction using multiple searc…
B 82 54 88 62 N/A 74 92 92
883
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
884
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
885
levelsofself
self-awareness-game Claim 1
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
B 82 66 96 66 100 50 80 90
886
Asunainlove
OfficeReader-MCP Claim 1
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
B 82 55 86 91 N/A 39 95 83
887
langowarny
Control SmartThings devices and scenes across your locations. Get live status a…
B 82 54 86 66 N/A 59 95 99
888
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
889
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
890
JaviMaligno
postgres_mcp Claim
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
B 82 54 100 62 N/A 47 92 98
891
yantrikos
yantrikdb-mcp Claim
Cognitive memory for AI agents — semantic memory, knowledge graph, and adaptive…
B 82 44 72 N/A N/A 68 95 92
892
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
893
jjones-wps
Provides read-only access to Microsoft SQL Server databases using Windows Authe…
B 82 54 94 46 N/A 81 95 98
894
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
895
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
896
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
897
loda-lang
Enables exploration and computation of mathematical integer sequences from OEIS…
B 82 55 78 100 49 81 91
898
uarlouski
ssh-mcp-server Claim
B 82 54 78 70 N/A 81 90 96
899
paulieb89
UK Legal Research Claim 1
UK legal research — case law, legislation, Hansard, bills, votes, committees, H…
B 82 66 94 72 90 47 81 95
900
JonesRobM
physbound Claim
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
B 82 55 72 82 N/A 71 95 92
Showing 851–900 of 30006 servers
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