MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
951
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
952
schlpbch
Provides Swiss Aare river swimming data including water temperature, flow rates…
B 82 66 86 82 89 53 84 91
953
erebusnz
rigol-mcp Claim 1
An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using…
B 82 44 81 N/A N/A 46 95 99
954
Ansvar-Systems
ugandan-law-mcp Claim 1
Uganda legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 92 51 80 94
955
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
956
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
957
snowbikemike
TaScan Claim 1
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
B 82 66 96 86 87 55 67 91
958
Vortiago
Outline MCP Server Claim 1
Connect AI assistants to Outline for document search, reading, and management
B 82 55 72 82 N/A 85 83 94
959
masaki39
Marp MCP Server Claim 1
Enables creation and management of Marp presentation projects with academic the…
B 82 55 84 100 N/A 54 95 65
960
ktr0731
go-mcp Claim
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/…
B 82 54 90 56 N/A 69 95 100
961
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
962
inkbytefo
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
B 82 55 69 82 N/A 69 95 94
963
vanphappi
Kiro CLI MCP Server Claim 2
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
B 82 55 94 91 N/A 46 90 77
964
xt765
An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Exce…
B 82 55 66 82 N/A 75 95 94
965
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
966
dan1d
mercadolibre-mcp Claim
MercadoLibre marketplace integration for AI agents. Search products, get item d…
B 82 55 76 100 69 81 82
967
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
968
TharanaBope
SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
B 82 54 94 67 N/A 53 87 100
969
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
970
wspringer
HiGHS MCP Server Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 55 96 66 70 84 90
971
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
972
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
973
laurigates
FoundryVTT MCP Server Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 55 85 67 83 81 94
974
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
975
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
976
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
977
skwallace36
Pepper Claim
iOS dynamic library MCP for agents
B 82 44 80 N/A N/A 56 95 91
978
jnMetaCode
The first multi-agent framework that works with your existing AI subscription —…
B 82 44 66 N/A N/A 69 95 97
979
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
980
agentbroker-tech
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
B 82 66 90 80 100 22 81 98
981
langowarny
Control SmartThings devices and scenes across your locations. Get live status a…
B 82 54 86 66 N/A 59 95 99
982
n8m8
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
B 82 55 94 73 58 80 98
983
spences10
mcp-jinaai-reader Claim
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Read…
B 82 54 90 71 N/A 52 95 95
984
yut0takagi
mcp-director Claim
A management tool for Claude Code that optimizes performance by recommending an…
B 82 44 76 N/A N/A 55 95 96
985
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
986
reitsmasieto-wq
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
B 82 66 90 100 86 23 81 94
987
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
988
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
989
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
990
gavxm
ani-mcp Claim 2
A smart MCP server for AniList that gets your anime/manga taste - not just API …
B 82 55 76 82 N/A 84 84 86
991
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
992
spences10
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
B 82 54 90 76 56 90 91
993
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
994
cardog-ai
Cardog Claim
Vehicle listings, market analysis, VIN decoding, recalls, and EV charging data
B 81 66 96 78 96 21 81 97
995
samicokar
mcp-mac Claim 1
Enables AI agents to interact with macOS applications (Finder, Mail, Contacts, …
B 81 55 96 83 N/A 47 95 69
996
Aas-ee
open-webSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
B 81 55 76 75 79 82 93
997
twjackysu
TWSEMCPServer Claim
台灣證交所OpenAPI 的 MCP Server
B 81 66 86 82 84 54 81 88
998
WebexSamples
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
B 81 55 100 68 46 82 96
999
LeomaiaJr
Enables users to search and fetch Google's Gemini API documentation directly wi…
B 81 55 82 100 32 82 95
1000
Jercik
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
B 81 55 90 66 70 81 96
Showing 951–1000 of 30006 servers
« Prev 1 18 19 20 21 22 601 Next »