MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9351
software-park
A NestJS-based server that enables AI agents to interact with Logseq graphs thr…
C 67 54 66 60 N/A 32 92 79
9352
resq-software
resQ MCP Server Claim 2
A Model Context Protocol server for the resQ emergency response system that int…
C 67 55 69 65 33 80 81
9353
voska
hass-mcp Claim 1
Home Assistant MCP Server
C 67 55 59 41 N/A 68 81 93
9354
devonmojito
A Model Context Protocol server that enables natural language interaction with …
C 67 55 69 40 56 81 92
9355
Luzgan
time-complexity-mcp Claim 1
An MCP server for static Big-O time complexity analysis using tree-sitter AST p…
C 67 55 51 58 54 76 98
9356
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 54 78 28 N/A 37 89 96
9357
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 55 84 83 40 81 30
9358
cyclimse
Unofficial MCP Server for Scaleway Serverless Functions
C 67 54 68 63 N/A 69 95 37
9359
zaidk2021
Provides a standardized interface to fetch and deliver jokes, including Chuck N…
C 67 55 48 55 52 82 100
9360
BeehiveInnovations
PAL MCP Server Claim
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
C 67 55 96 40 70 81 40
9361
Merlin21x
A basic TypeScript implementation of the Model Context Protocol (MCP) server de…
C 67 55 60 87 N/A 27 95 54
9362
Travis-Prall
GovInfo MCP Server Claim 1
A Model Context Protocol server that provides LLM-friendly access to the offici…
C 67 55 57 68 23 81 100
9363
thomasfevre
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
C 67 55 60 58 41 81 91
9364
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9365
rmcendarfer2017
An MCP server that allows users to generate images using Replicate's Stable Dif…
C 67 55 79 36 41 81 92
9366
ZZZHDW
Kusto MCP Server Claim 2
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
C 67 55 69 53 35 81 92
9367
maplehilllabs
Enables AI assistants to interact with Slack Lists through comprehensive tools …
C 67 55 76 43 44 81 89
9368
agentic-ops
real-estate-mcp Claim
A demo showcase of a comprehensive MCP Server setup using a real estate website…
C 67 55 84 20 N/A 44 83 99
9369
zomma-dev
QuantContext Claim
Turns plain-English strategy descriptions into executable quant research: scree…
C 67 64 90 70 0 56 95 88
9370
sergiuiacob1
A Flask-based reference implementation demonstrating how to build an MCP server…
C 67 54 80 30 N/A 24 94 100
9371
didacusdev
A collection of two MCP servers that enable querying One Piece anime characters…
C 67 55 60 57 44 82 88
9372
kukapay
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
C 67 55 51 62 45 76 100
9373
hyen43
A server built with mcp-framework that allows users to extend Claude's capabili…
C 67 55 92 100 23 82 12
9374
evgenygurin
R2R FastMCP Server Claim
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
C 67 55 84 46 27 77 88
9375
FaceDeer
Calibre MCP Server Claim
Connects AI agents to Calibre ebook libraries for searching, reading, and manag…
C 67 54 72 30 N/A 47 90 92
9376
mateusjunges
An OAuth-authenticated MCP server that bridges Claude AI with a task management…
C 67 55 72 68 24 81 80
9377
yanboishere
Enables cryptocurrency payment processing through the Infini Payment API, suppo…
C 67 55 66 41 52 80 95
9378
6551Team
Twitter MCP Server Claim
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
C 67 55 64 41 52 80 100
9379
mnhlt
WebSearch Claim 1
Enable your AI assistants to perform real-time web searches and retrieve the la…
C 67 55 55 62 N/A 45 81 91
9380
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9381
cybairfly
codify-mcp Claim
Easily create reusable automation tools from casual browser actions using Apify…
C 67 54 94 70 N/A 54 83 19
9382
danjam
MCP LaunchBox Claim 1
An MCP server that enables AI assistants to search and query your LaunchBox gam…
C 67 54 63 32 N/A 47 95 96
9383
skmprb
Converts Markdown files and raw content into professionally styled PDFs with fu…
C 67 55 60 100 N/A 24 95 38
9384
yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using…
C 67 54 72 22 N/A 74 90 85
9385
truaxki
PDF to PNG MCP Server Claim 2
A Model Context Protocol server that converts PDF documents into PNG images thr…
C 67 54 71 45 N/A 18 95 96
9386
kalicyh
MCP RAG Claim
Intelligent knowledge base system that enables users to process documents in 25…
C 67 55 72 65 30 81 79
9387
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 54 60 56 N/A 19 95 98
9388
SUSHRUTH3002
Enables multi-agent trip planning with coordinated specialized agents for team …
C 67 54 84 33 N/A 22 95 89
9389
NocteDefensor
LudusMCP Server Claim 2
A Model Context Protocol server that enables natural language control of Ludus …
C 67 55 69 43 56 78 91
9390
m-umemura-pitdesign
MCP Parking Server Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 55 72 62 26 82 81
9391
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
9392
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9393
SmartManoj
Telegram Bot MCP Claim
Enables AI assistants to send messages and interact with Telegram chats through…
C 67 55 54 71 26 81 98
9394
asoluka
Enables intelligent ingestion and querying of PDF, Markdown, and text files usi…
C 67 55 54 100 N/A 27 95 45
9395
MushroomFleet
Gitea MCP Server Claim 1
Enables seamless integration with self-hosted Gitea platforms for creating repo…
C 67 55 84 46 42 69 86
9396
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9397
Yonsn76
MyPos MCP Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
C 67 54 48 62 N/A 25 95 100
9398
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9399
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9400
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
Showing 9351–9400 of 66484 servers
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