MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56401
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
56402 81
56403
cnitlrt
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
N/A N/A
56404
ramandimbinirina
powerBI-mcp Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
N/A N/A
56405
minhlecsm
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
56406
zernio
Zernio Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
N/A N/A 95
56407
WYYkerwin
yo-bug Claim
An MCP server that gives AI coding assistants QA superpowers, enabling users to…
N/A N/A
56408
CarlosYonng
Enables business services to push error logs and generate diagnostic reports us…
56409
shidhincr
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
56410
abdunur-dev
mcpcraft Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
N/A N/A
56411
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
56412
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
56413
DasClown
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
56414
jitendrasinghsankhwar
An MCP server for intelligent LaTeX resume generation with multiple templates, …
N/A N/A
56415
dmitryborovoy-bot
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
56416
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
N/A N/A
56417
Damilola-max
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
56418
lokafinnsw
Argus MCP Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
N/A N/A
56419
perfectra1n
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
56420
ysfscream
Enables MQTT broker operations like connect, subscribe, and publish through MCP…
56421
Lokesh-2025
An MCP server that provides real-time IBM Quantum device data including queue d…
56422
Heretek-RE
re-il2cpp Claim
An MCP server that recovers original C# class, method, field, and parameter nam…
N/A N/A
56423
FMorgan-111
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
56424
WtecHtec
qa-workflow Claim
QA bug-fix workflow MCP server that waits for bug reports with source locations…
N/A N/A
56425
mfalcirolli1
mcp-server Claim
Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to us…
N/A N/A
56426
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
56427
Tairon-ai
Enables interaction with the Sonic blockchain including wallet management, toke…
56428
zealoushacker
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
56429 N/A N/A 95
56430
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
56431
westkevin12
Transforms messy commit histories into clean, secure repositories by scanning f…
N/A N/A
56432
Fabber-bot
Enables AI assistants to execute commands and transfer files on remote servers …
N/A N/A
56433
remoet-labs
remoet-mcp Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
56434
parser Claim 1
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
N/A N/A 61
56435
okx-wallet-H
Enables AI agents to access the full OKX exchange API for trading, market data,…
56436
Flexberry
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
N/A N/A
56437
selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
N/A N/A
56438
onmokoworks
WizTree MCP Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
N/A N/A
56439
artgas1
xmlriver-mcp Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
N/A N/A
56440
hans6883
Cert Atlas Claim
MCP server over the open index of 1,562 certification exam blueprints across 21…
56441
kaiding-ucb
Search and discover YouTube channels via natural language, track them, and summ…
N/A N/A
56442
MiaMia-Li
baby-gpt Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
N/A N/A
56443
jdorfman
Enables AI assistants to control CleanShot X for screenshots, recordings, OCR, …
N/A N/A
56444
valentinludu
oblio-mcp Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
56445
jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
N/A N/A 95
56446
0xMihirK
Hercules MCP Claim
Enables AI agents to perform professional penetration testing through a contain…
N/A N/A
56447 N/A N/A 95
56448
paralax
SeldomMaster Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
N/A N/A
56449
agiletortoise
Enables AI assistants to manage drafts, tags, workspaces, and actions in the Dr…
N/A N/A
56450
dugd
codeskeleton Claim
Enables AI agents to efficiently read Python code by first providing file skele…
N/A N/A
Showing 56401–56450 of 56925 servers