MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
651
alexboissAV
Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health…
B 82 55 90 82 N/A 63 83 85
652
langowarny
Control SmartThings devices and scenes across your locations. Get live status a…
B 82 54 86 66 N/A 59 95 99
653
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
654
abd3lraouf
Specter MCP Claim
Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform…
B 82 54 90 58 N/A 75 95 90
655
hungnguyenhtbvn-max
autron-core Claim
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation…
B 82 54 72 71 N/A 76 95 100
656
ssql2014
Enables RTL simulation and hardware verification with Verilator through automat…
B 82 54 96 62 N/A 61 95 87
657
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
658
jgardner04
Ghost MCP Server Claim 2
An implementation of the Model Context Protocol Server that allows AI clients l…
B 82 55 92 82 83 76 73
659
khalidsaidi
A2ABench Claim 1
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
B 82 66 67 86 97 62 81 98
660
idapixl
algora-mcp-server Claim
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
B 82 55 94 100 30 81 85
661
JonesRobM
physbound Claim
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
B 82 55 72 82 N/A 71 95 92
662
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 55 92 72 82 80 83
663
eddmann
intervals-icu-mcp Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 55 66 100 46 94 95
664
sachdev27
Enables AI assistants to interact with ManageEngine OpManager for network monit…
B 82 55 100 73 54 81 91
665
ankitaa186
Host Terminal MCP Claim
Enables AI assistants to execute terminal commands on a host machine with confi…
B 82 54 86 73 N/A 64 90 95
666
Jaden-JJH
Detect live website vulnerabilities and security flaws in GitHub repositories u…
B 82 55 75 100 50 81 95
667
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
668
marshally
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
B 82 55 84 74 N/A 68 92 89
669
NiclasOlofsson
DBT Core MCP Server Claim 1
Enables AI assistants to interact with DBT (Data Build Tool) projects, allowing…
B 82 55 66 82 N/A 80 95 88
670
openclawcity
Connects Claude agents to a persistent virtual city where they can register, ex…
B 82 55 90 100 28 81 92
671
mrgoonie
Enables AI assistants to access YouTube video data including information retrie…
B 82 55 78 71 81 82 100
672
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
673
mettamatt
An enhanced sequential thinking tool optimized for programming tasks that helps…
B 82 55 84 82 84 81 77
674
saidsurucu
İhale MCP Claim
Enables users to search and access Turkish public procurement data from EKAP v2…
B 82 66 86 92 86 52 81 88
675
javimaligno
postgres_mcp Claim
B 82 54 100 62 N/A 47 92 97
676
Cifero74
mcp-apple-music Claim 1
Apple Music MCP server — search catalog, manage playlists, and access your libr…
B 82 55 88 82 N/A 66 68 100
677
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
678
jaredhobbs
cronalert Claim
Manage CronAlert uptime monitors, check results, and incidents from any MCP cli…
B 82 66 84 66 97 57 82 100
679
iconben
z-image-studio Claim
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation…
B 82 55 96 61 N/A 78 80 93
680
microsoft
DebugMCP Claim
Enables AI agents to debug code inside VS Code by setting breakpoints, stepping…
B 82 54 84 62 N/A 73 94 98
681
spences10
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
B 82 54 90 76 56 90 91
682
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
683
keyurgolani
TasksMultiServer Claim 1
Multi-interface task management system that enables AI agents and users to mana…
B 82 55 100 65 59 82 97
684
jorben
MCP Server Claim
A unified Model Context Protocol server with pluggable tools and independent en…
B 82 55 90 71 77 83 87
685
LeadMagic
LeadMagic MCP Server Claim 1
Provides 19 B2B data enrichment tools for finding and validating emails, search…
B 82 55 84 75 66 82 99
686
ariekogan
ateam-mcp Claim
Build, validate, and deploy multi-agent AI solutions from any AI environment.
B 82 66 96 84 82 33 81 99
687
simen
Enables autonomous debugging of Commodore 64 programs through the VICE emulator…
B 82 55 78 100 N/A 35 95 91
688
wspringer
HiGHS MCP Server Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 55 96 66 70 84 90
689
saidsurucu
Yargı MCP Claim
A FastMCP server providing access to various Turkish legal databases including …
B 82 66 86 74 90 74 81 86
690
ttommyth
interactive-mcp Claim
Enables interactive LLM workflows by adding local user prompts and chat capabil…
B 82 54 90 63 N/A 73 90 92
691
rfunix
Tengu Claim
Turns Claude into a penetration testing copilot with 80 security tools, safety …
B 82 55 62 82 N/A 79 95 96
692
vikramgorla
mcp-swiss Claim 2
68 tools for Swiss open data: transport, weather, geodata, companies, parliamen…
B 82 55 90 83 88 95 51
693
kevinastuhuaman
Trackly CLI Claim
Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.
B 82 54 76 72 N/A 76 95 94
694
EncrEor
rlm-claude Claim 1
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
B 82 55 72 82 N/A 73 94 91
695
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
696
lyeslabs
mcpgen Claim
Generate Go MCP server boilerplate from OpenAPI 3 specifications
B 82 54 94 52 N/A 68 95 98
697
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
698
inkbytefo
ScreenMonitorMCP Claim 1
An MCP server that provides AI with real-time screen monitoring capabilities an…
B 82 55 69 82 N/A 69 95 94
699
marlinjai
email-mcp Claim
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph)…
B 82 55 76 82 75 95 82
700
heyadam
Provides AI assistants with access to a production-ready design system includin…
B 82 66 92 78 96 31 82 99
Showing 651–700 of 67181 servers
« Prev 1 12 13 14 15 16 1344 Next »