MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3451
mk965
A server that provides tools for retrieving real-time price information for var…
B 76 55 62 100 N/A 44 95 70
3452
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3453
hadv
wisdomforge Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
B 76 55 94 56 51 81 88
3454
tobocop2
lilbee Claim
Run local AI models, search your files and code, and crawl the web, all in one …
B 76 54 70 41 N/A 85 94 98
3455
shuji-bonji
rxjs-mcp-server Claim
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
B 76 54 78 62 N/A 58 90 89
3456
mendeel
Mixpanel MCP Claim
A server that interfaces with the Mixpanel API, allowing users to query events …
B 76 55 90 65 43 81 90
3457
brneto
Fabric MCP Server Claim
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
B 76 55 90 58 45 81 98
3458
vedantparmar12
Enables intelligent interaction with Azure resources through natural language b…
B 76 55 84 82 48 81 75
3459
Ruddxxy
Real-time currency exchange rates and crypto prices via MCP. Convert between 60…
B 76 54 66 72 N/A 56 95 90
3460
robandrewford
Enables discovery and search of Ticketmaster events, venues, and attractions wi…
B 76 55 86 70 44 80 91
3461
GoogleCloudPlatform
cloud-run-mcp Claim
MCP server to deploy apps to Cloud Run
B 76 55 80 43 N/A 79 86 97
3462
BPN-Solutions
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 55 90 61 47 81 91
3463
webconsulting
Node.js server implementing Model Context Protocol that enables seamless intera…
B 76 54 94 61 N/A 53 84 78
3464
ynivin
Waveform MCP Server Claim 1
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
B 76 55 84 91 N/A 37 95 57
3465
joelmnz
Enables AI agents to save, search, and manage markdown-based research articles …
B 76 55 100 37 66 81 95
3466
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3467
goldbergyoni
test-coverage-mcp Claim 1
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
B 76 55 78 100 N/A 45 92 51
3468
aira-security
mcp-armor Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 44 65 N/A N/A 47 95 94
3469
erichung9060
Android Mobile MCP Claim
Enables AI agents to interact with Android devices through UI manipulation, scr…
B 76 55 60 82 N/A 38 95 98
3470
arrehman3
Wraps a FastAPI application as an MCP server, enabling user and task management…
B 76 54 84 67 N/A 19 95 100
3471
vish288
mcp-coda Claim 1
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
B 76 54 57 68 N/A 78 83 100
3472
madeinplutofabio
pic-standard Claim
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify inte…
B 76 54 58 75 N/A 62 95 91
3473
SelfMemory
SelfMemory Claim
Let your memories live forever by passing your knowledge to the next generation…
B 76 54 66 43 N/A 84 95 100
3474
Tomorrow-You
Voice Bridge Claim
Multi-engine TTS for AI coding assistants. 5 engines, free engine included.
B 76 44 67 N/A N/A 37 95 97
3475
houtini-ai
fmp Claim
Access financial data and market information via Financial Modeling Prep API
B 76 54 78 65 N/A 59 83 93
3476
aranej
Enables AI language models to interact with YouTube content through the YouTube…
B 76 55 96 66 32 80 93
3477
michsob
PowerPlatform MCP Claim
A Model Context Protocol (MCP) server that provides intelligent access to Power…
B 76 55 80 68 55 82 92
3478
ParasSolanki
Jira MCP Server Claim 1
A Model Context Protocol server that provides integration with Jira, allowing L…
B 76 55 65 76 65 81 96
3479
tohachan
Bridges LLMs and diagram creation by providing intelligent format selection, fo…
B 76 55 76 62 71 81 90
3480
lacausecrypto
A unified MCP server that aggregates 32 sports API providers into a single serv…
B 76 44 72 60 75 97
3481
NimbleBrainInc
IPInfo MCP Server Claim
Enables comprehensive IP address intelligence and geolocation lookups through I…
B 76 55 72 71 66 81 91
3482
PsychArch
Minimax MCP Tools Claim 1
An MCP server implementation that integrates with Minimax API to provide AI-pow…
B 76 55 63 73 78 81 91
3483
Kashyap-AI-ML-Solutions
Webex MCP Server Claim 2
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
B 76 55 100 82 54 81 48
3484
jagan-shanmugam
A Model Context Protocol (MCP) server for accessing the Climatiq API to calcula…
B 76 54 100 45 N/A 43 90 91
3485
LetsFG
LetsFG Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 55 100 41 66 80 92
3486
tugcantopaloglu
An MCP server providing AI assistants with 149 tools to fully control the Godot…
B 76 55 81 82 N/A 71 95 43
3487
JoshTrebilco
Faber MCP Server Claim 1
Enables the deployment and management of Laravel applications on Faber servers …
B 76 54 84 53 N/A 50 90 99
3488
Luxshan2000
A secure MCP (Model Context Protocol) file server providing AI assistants with …
B 76 54 76 55 N/A 58 90 99
3489
elvismdev
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
B 76 55 96 36 N/A 79 78 92
3490
b12io
Website Generator
B 76 54 86 55 N/A 46 95 92
3491
GongRzhe
A2A MCP Server Claim 1
A bridge server that enables MCP-compatible AI assistants like Claude to seamle…
B 76 55 72 82 45 81 92
3492
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3493
bitflux-ai
BitFlux MCP Server Claim
Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pr…
B 76 55 84 60 55 80 97
3494
Lumenore-Platform
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
B 76 55 82 72 43 81 94
3495
donnel666
UART MCP Server Claim 1
Enables AI assistants to communicate with serial port devices, supporting port …
B 76 54 88 65 N/A 66 95 61
3496
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 55 84 62 47 80 100
3497
nacos-group
Nacos MCP Server Claim
A server that enables interaction with Nacos service discovery and configuratio…
B 76 55 78 62 61 80 98
3498
George5562
Enables natural language interaction with Jira for managing projects, issues, t…
B 76 55 96 63 30 81 97
3499
v-3
Notion MCP Server Claim 1
Enables Language Models to interact with Notion workspaces through standardized…
B 76 55 78 71 48 81 94
3500
mercadolibre
Mercado Pago's Official MCP Server offers tools so that developers can easily i…
B 76 55 84 71 41 80 94
Showing 3451–3500 of 45235 servers
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