MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3051
supremehyo
MCP Appium Claim 1
Enables AI agents to automate Android mobile device testing through Appium, wit…
B 77 55 80 91 N/A 45 95 61
3052
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
3053
luancamara
MCP Firebird Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 55 96 52 62 82 89
3054
realboost
Enables AI agents to interact with Twenty CRM data through GraphQL and REST API…
B 77 55 92 65 40 80 99
3055
AM1010101
Airtable MCP Server Claim 1
A Model Context Protocol server that provides read and write access to Airtable…
B 77 54 71 71 N/A 46 95 96
3056
briandconnelly
mcp-server-ipinfo Claim
IP address geolocation and network information using IPInfo API
B 77 55 64 73 79 83 93
3057
GongRzhe
Server for Google Calendar integration in Cluade Desktop with auto authenticati…
B 77 55 82 73 42 80 98
3058
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
3059
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
3060
noah-ing
Agent Wallet MCP Claim
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
B 77 54 94 55 N/A 27 95 99
3061
tdnupe3
coinrailz Claim
41 crypto micropayment services via x402 protocol
B 77 55 72 82 N/A 45 83 99
3062
SongT-50
Korean News Hub Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 66 90 66 72 47 81 96
3063
romcdonald9976
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/…
B 77 66 72 80 95 31 81 88
3064
Nirmal123K
MSSQL MCP Server Claim 1
Enables AI assistants to interact with both local SQL Server and Azure SQL Data…
B 77 55 84 72 54 76 94
3065
drjforrest
Enables integration with Things3, allowing the creation and management of tasks…
B 77 55 96 74 N/A 32 95 70
3066
manasp21
Enables evolutionary solution generation and optimization using genetic algorit…
B 77 55 96 56 49 81 93
3067
mortenator
charta Claim 1
Generate beautiful, presentation-ready charts (SVG + PNG). Supports 14+ chart t…
B 77 54 94 60 N/A 32 92 94
3068
AetherCore-Dev
ag402-mcp Claim
Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP se…
B 77 55 84 48 78 81 95
3069
wshobson
maverick-mcp Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 55 86 61 N/A 73 81 82
3070
NimbleBrainInc
Granola MCP Server Claim
Enables searching and retrieving local Granola meeting notes, including transcr…
B 77 54 76 55 N/A 67 95 94
3071
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
3072
marswaveai
Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …
B 77 55 84 73 48 81 92
3073
jhl8041
Dooray MCP Server Claim 1
Enables integration with Dooray project management platform, allowing users to …
B 77 55 78 72 49 80 100
3074
brunoprela
Enables AI assistants to interact with TimescaleDB time-series databases throug…
B 77 55 84 61 62 81 96
3075
Tsarri
A legal-tech focused system that coordinates specialized agents for document cl…
B 77 55 96 70 27 81 93
3076
wipiano
Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ s…
B 77 55 78 66 56 81 100
3077
Antipas
mcp-4o-Image-Generator
B 77 55 94 68 38 81 93
3078
nataliapc
mcp-openmsx Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 55 96 58 55 81 85
3079
otc-ai
mcp-otc Claim 2
Fork from Etherscan dedicated for chain-id 175
B 77 55 94 62 38 82 100
3080
darrenjrobinson
hibp Claim
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
B 77 54 82 71 N/A 55 81 92
3081
modernvibecoding
starter-mcp-server Claim
A foundational MCP server scaffold that provides pre-configured tools, resource…
B 77 55 90 100 N/A 30 95 50
3082
ajtgjmdjp
tdnet-disclosure-mcp Claim 1
MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve t…
B 77 54 57 75 N/A 69 94 95
3083
advenimus
Provide seamless access to JW.org content including NWT Bible Content (verses, …
B 77 55 92 71 N/A 34 82 93
3084
Hoya25
nctr-mcp-server Claim
NCTR Alliance rewards — search bounties, check earning rates, and discover comm…
B 77 66 84 61 89 47 81 90
3085
AudienseCo
audiense-insights Claim
Audiense Insights MCP Server is a server based on the Model Context Protocol (M…
B 77 55 60 100 44 86 88
3086
driosalido
Karma MCP Server Claim
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
B 77 55 84 58 57 82 99
3087
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
3088
kaiye
MCP Fetch Page Claim
Enables browser-based web page fetching with automatic cookie management and CS…
B 77 54 84 53 N/A 61 90 94
3089
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 55 94 68 30 81 99
3090
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
3091
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
3092
MikeRecognex
mcp-codebase-index Claim
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
B 77 54 100 22 N/A 70 94 100
3093
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
3094
orzcls
A Windows-compatible Model Context Protocol server that enables AI assistants t…
B 77 55 90 100 N/A 48 95 36
3095
i11v
An unofficial MCP server that enables users to manage their Fastmail accounts t…
B 77 66 92 56 96 62 82 69
3096
Jacck
mcp-reasoner Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 55 100 100 45 80 39
3097
slmnsrf
Councly MCP Server Claim
Enables AI assistants to create council hearings where multiple LLMs (Claude, G…
B 77 55 78 78 45 81 94
3098
Arize-ai
Converts natural language queries into valid GraphQL queries and executes them …
B 77 55 78 82 33 86 92
3099
M1Vision
Enables interaction with fal.ai AI models through MCP, supporting model discove…
B 77 55 78 76 50 82 94
3100
andreax79
otp-mcp-server Claim
The server provides secure OTP (One-Time Password) generation. Supports TOTP (T…
B 77 55 78 66 54 82 99
Showing 3051–3100 of 30006 servers
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