MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21451
mikeheilmann1024
A dedicated Model Context Protocol server that enables AI clients to interact w…
D 51 44 42 27 54 83
21452
32bitsret
DemoStudio Claim 1
Generate short-form video ads for Instagram Reels and TikTok from any AI assist…
D 51 43 78 0 N/A 32 82
21453
cloudsmithy
Enables AI agents to interact with INFINI Easysearch (compatible with Elasticse…
D 51 44 54 35 25 81
21454
klauseduard
JIRA MCP Server Claim 1
A Model Context Protocol server that enables seamless integration between Curso…
D 51 44 33 62 24 82
21455
gabrielpierobon
A Model Context Protocol server that enables AI agents to interact with n8n wor…
D 51 44 57 35 21 81
21456
roman-vm
AskMeMCP Claim
Enables AI assistants to request human input through a web interface during exe…
D 51 43 48 25 N/A 34 92
21457
datYori
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, an…
D 51 44 60 33 16 82
21458
akramIOT
Zero Trust Access AI Agent - MCP Server
D 51 43 50 35 N/A 15 95
21459
pallavi-bluebash
A demonstration project that uses Google Gemini 2.0 Flash to interact with a lo…
D 51 43 54 27 N/A 19 95
21460
ag2-mcp-servers
An MCP server for accessing India's National Digital Health Mission (NDHM) Heal…
D 51 44 45 52 21 81
21461
UmaRamisetty
A Streamlit-based web application that generates personalized learning paths by…
D 51 43 48 37 N/A 16 95
21462 D 51 43 42 27 N/A 44 91
21463
protagolabs
Provides a comprehensive suite of Web3 tools for querying token addresses, news…
D 51 44 48 41 30 80
21464
edogola4
Enables AI models to access external services including weather data, file syst…
D 51 44 48 43 29 81
21465
ag2-mcp-servers
An MCP server that provides access to Google's API Discovery Service, allowing …
D 51 44 45 57 21 74
21466
thunderrabbit
jikan Claim 1
An MCP server wrapper for the Meiso Gambare API that allows users to log and tr…
D 51 44 53 35 27 83
21467
ConnorBritain
mssql Claim 1
MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes,…
D 51 43 45 12 N/A 53 95
21468
Helm-Protocol
openttt-pot Claim
Proof-of-Time transaction ordering verification for AI agents. 5 MCP tools.
D 51 43 60 0 N/A 47 92
21469
hburgoyne
MCP Server Claim
A Django-based implementation of the Model Context Protocol (MCP) for managing …
D 51 44 48 50 18 81
21470
Khushi-c-sharma
An AI-powered financial management engine that enables budgeting, smart expense…
D 51 43 58 18 N/A 26 95
21471
elizabethsiegle
rec-us-mcp-server Claim
Book a San Francisco tennis court via MCP server w/ auth
D 51 43 60 16 N/A 22 95
21472
Sumit06-09
Enables AI assistants to control browser automation through natural language pr…
D 51 43 48 30 N/A 24 95
21473
joehwang
Enables AI agents to query Taiwan stock holdings across multiple brokerages inc…
D 51 43 54 20 N/A 27 95
21474
199-mcp
mcp-zen Claim
Enhanced Zen MCP Server with 'zen' default tool and improvements
D 51 44 60 32 N/A 23 81
21475
vdinesh18
A portable packaging template for distributing MCP server components with utili…
D 51 43 60 10 N/A 30 95
21476
zahidhasanaunto
mcp-honojs Claim
A lightweight Hono.js middleware for building Model Context Protocol servers us…
D 51 44 78 0 35 81
21477
hemanth
A Model Context Protocol server that provides tools for fetching xkcd comics an…
D 51 44 33 65 22 81
21478
maksdizzy
Enables creation and management of Google Forms with support for all 12 questio…
D 51 44 48 43 27 81
21479
manojprabhuoffl-ghub
Enables task management through a local MySQL database, supporting full CRUD op…
D 51 43 48 33 N/A 30 90
21480
ramp-public
Ramp MCP Server Claim 1
A Model Context Protocol server that enables access to Ramp financial data thro…
D 51 44 39 43 41 81
21481
0ui-labs
Agentic Workbench Claim
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
D 51 44 60 21 29 85
21482
robobobby
mcp-swedish-weather Claim 1
Provides access to current weather conditions and hourly forecasts for any loca…
D 51 44 56 31 30 80
21483
ag2-mcp-servers
An MCP server that enables querying and managing relationships between websites…
D 51 44 45 55 21 78
21484
Cognitive-Stack
An MCP server that analyzes stock trading volume to identify significant price …
D 51 44 45 53 16 81
21485
thinkprompt
A Model Context Protocol server providing document translation, text translatio…
D 51 43 33 41 N/A 36 95
21486
subnoto
subnoto Claim
Subnoto - Electronic Signature MCP server allows to send, receive and sign elec…
D 51 33 26 N/A N/A 33 95
21487
webdevtodayjason
Slim MCP Claim 2
A lightweight, modular API service that provides useful tools like weather, dat…
D 51 43 48 31 N/A 34 87
21488
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
D 51 43 72 0 N/A 33 89
21489
lin2000wl
Serena MCP Server Claim
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
D 51 44 48 27 50 80
21490
ag2-mcp-servers
An MCP Server that provides access to the Jumpseller e-commerce platform API, a…
D 51 44 45 47 21 84
21491
service-atlas
Provides tools to communicate with a service dependency API, enabling users to …
D 51 43 50 25 N/A 30 95
21492
dedalus-labs
Enables secure interaction with Supabase databases via the PostgREST API, suppo…
D 51 44 48 27 46 83
21493
ag2-mcp-servers
MCP Server for Google's Enterprise License Manager API, allowing users to manag…
D 51 44 45 52 21 81
21494
ag2-mcp-servers
An MCP server for Google's Certificate Authority API that enables management of…
D 51 44 45 52 21 80
21495
Starlightmii
A robust system that connects web UI to After Effects, enabling real-time comma…
D 51 43 42 31 N/A 34 95
21496
noersy
Enables AI agents to generate and play high-quality text-to-speech audio using …
D 51 43 48 26 N/A 30 95
21497
StevenROyola
This server provides a standardized framework using the Model Context Protocol …
D 51 44 66 25 20 81
21498
SY-MR-CODER
A Python-based MCP server that enables document-based question answering by pro…
D 51 44 42 43 42 78
21499
Jeff-Bouchard
Provides HTTP/JSON access to all Privateness CLI functionality for cryptocurren…
D 51 44 48 33 39 81
21500
Synclub-tech
synclub-dxt Claim
SynClub MCP Server for AI-powered comic creation with script generation and ima…
D 51 43 48 17 N/A 44 95
Showing 21451–21500 of 30006 servers
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