MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5051
suvarchal
Docker MCP Server Claim
Allows Claude and other AI assistants to interact with Docker through the MCP p…
B 74 54 78 70 N/A 18 95 94
5052
NightTrek
Terminally MCP Claim 1
An MCP server that gives AI assistants the ability to create, manage, and contr…
B 74 54 81 61 N/A 25 95 95
5053
ai-mcpx
A simple MCP server that generates multi-language greetings and provides server…
B 74 55 68 67 57 83 93
5054
eyalzh
kanban-mcp Claim
MCP server providing kanban-based task management memory for complex multi-sess…
B 74 54 76 56 N/A 36 95 98
5055
ajtudela
Nav2 MCP Server Claim
Enables control and monitoring of Nav2 navigation operations, including navigat…
B 74 54 88 36 59 92 90
5056
Havfar
Enables Claude to manage todo lists with full CRUD operations including creatin…
B 74 54 88 52 N/A 24 95 99
5057
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5058
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5059
InfinitIQ-Tech
Jira MCP Server Claim 1
A Model Context Protocol server that enables interaction with Jira's REST API u…
B 73 55 77 62 45 80 96
5060
jwaresolutions
Alpaca MCP Server Claim
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
B 73 55 78 61 34 82 100
5061
hooker-dev
Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…
B 73 55 84 68 32 77 92
5062
Raunak-dev-18
Context MCP Claim 1
Provides persistent context management for AI agents by storing and querying se…
B 73 55 78 58 45 80 99
5063
microcmsio
microCMS MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
B 73 55 57 68 72 81 93
5064
aaronsb
TeXFlow Claim
Enables collaborative document authoring and composition with project-based org…
B 73 54 84 41 N/A 67 94 80
5065
lady-logic
An MCP server for evaluating C# project architecture quality using the Modulari…
B 73 54 79 58 N/A 30 95 94
5066
sengokusal2025
Enables random number generation with statistical analysis, CSV data storage, a…
B 73 54 78 62 N/A 19 95 96
5067
teeps-heisenberg
FastAPI MCP Server Claim
Wraps FastAPI REST endpoints as MCP tools, enabling natural language interactio…
B 73 54 78 60 N/A 22 95 100
5068
stef-codes
Enables interaction with the local file system and retrieval of system informat…
B 73 54 84 53 N/A 29 90 100
5069
Jacck
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
B 73 54 96 51 N/A 32 80 93
5070
Muhammad-Idzhans
MCP Server Starter Claim
A starter template for building MCP servers with SQLite database integration. P…
B 73 54 66 66 N/A 31 95 97
5071
resilientbeast
Enables AI agents to access and analyze professional esports data for League of…
B 73 55 78 91 N/A 29 95 53
5072
dorkydhruv
Squads MCP Claim
Enables secure management of Squads multisig accounts on the Solana blockchain,…
B 73 54 68 73 N/A 28 90 95
5073
EmpathySlainLovers
Mobile Next MCP Claim 1
A Model Context Protocol server that enables scalable mobile automation for iOS…
B 73 55 45 82 N/A 52 95 93
5074
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5075
dschuler36
Reaper MCP Server Claim
Connects Reaper projects to an MCP client like Claude Desktop, allowing users t…
B 73 55 72 82 N/A 54 92 57
5076
crazyrabbitLTC
MCP Snapshot Server Claim 3
A Model Context Protocol server that enables interaction with Snapshot.org, pro…
B 73 55 77 63 40 82 97
5077
feiskyer
MCP AI Hub Claim
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
B 73 55 82 58 44 80 96
5078
199-mcp
MCP Google Workspace Claim 1
Enables comprehensive management of Google Calendar, Contacts, and Gmail with f…
B 73 55 60 72 48 82 99
5079
jgravelle
jCodemunch MCP Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 55 96 20 N/A 72 83 95
5080
jomon003
A comprehensive MCP server that provides powerful web automation tools using Pl…
B 73 55 86 53 43 81 92
5081
quanticstudios
Doclea MCP Claim
A local MCP server providing persistent memory for AI coding assistants by stor…
B 73 54 72 62 N/A 49 90 90
5082
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5083
Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
B 73 55 74 71 87 81 52
5084
github-samples
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
B 73 54 96 20 N/A 63 95 91
5085
aditya020402
Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…
B 73 55 78 66 35 78 100
5086
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5087
vessel-api
vesselapi-mcp Claim 1
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
B 73 54 55 55 73 95 93
5088
Sheshiyer
Enables creation and management of Framer plugins with web3 capabilities like w…
B 73 55 90 100 37 81 37
5089
faalantir
Provides cryptographic identity and signing capabilities for AI agents, enablin…
B 73 54 66 65 N/A 49 95 87
5090
stape-io
This server supports remote MCP connections, includes built-in Google OAuth, an…
B 73 55 66 71 61 80 84
5091
nk900600
Gmail MCP Server Claim
Provides complete Gmail API integration for email management, including sending…
B 73 55 68 68 53 81 95
5092
rebots-online
Facilitates semantic analysis of chat conversations through vector embeddings a…
B 73 55 78 70 40 82 88
5093
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5094
winninghealth
Provides access to 56 professional medical calculators covering multiple specia…
B 73 54 74 58 N/A 43 94 92
5095
shck-dev
notion-mcp Claim
A Notion MCP server that enables searching, exporting, and importing pages as m…
B 73 54 90 40 47 81 99
5096
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 55 90 82 N/A 40 95 40
5097
Twixes
MCPolice Claim
Enables AI tools to report violations of international laws to monitoring agenc…
B 73 55 86 58 32 81 95
5098
SirTenzin
An unofficial MCP server that provides an interface to access the Autumn pricin…
B 73 55 68 70 38 81 100
5099
OrderlyNetwork
orderly-mcp Claim
MCP Server for Orderly Network - Documentation and SDK patterns
B 73 54 84 37 N/A 53 90 99
5100
RoelofvHeeren
Google Sheets MCP Claim 1
Enables AI agents to interact directly with Google Sheets to create, read, and …
B 73 55 78 57 46 80 100
Showing 5051–5100 of 67197 servers
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