MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31951
sporty303
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
31952
dinnger
Carbono Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
N/A N/A
31953
Jignesh-Ponamwar
skills-mcp Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
31954
hujiaozhuzhu
AuditShield Claim
A three-layer MCP server that filters false positives from static analysis tool…
N/A N/A
31955
benlemasurier
fccdb Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
31956
JoyciAkira
Memento Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
N/A N/A
31957
derkcc
watchcheck Claim
Enables AI assistants to read live macOS processes and identify monitoring soft…
N/A N/A
31958
tirth1263
doc-mcp Claim
Enables semantic search and AI-powered Q&A over ingested GitHub documentation r…
31959
CleanCodeStar
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
31960
javiarmesto
MCP server that integrates with Microsoft Dynamics 365 Business Central, enabli…
N/A N/A
31961
caffeineworks-ai
mixi-mcp Claim
Enables conducting spatial preference interviews for the MIXI lighting brand vi…
31962
Synvoya
Cerebro MCP Claim
Enables non-coders to build software by describing ideas in natural language, o…
N/A N/A
31963
ashitaprasad
Streams simulated sales data via WebSocket and renders live KPIs, state ranking…
N/A N/A
31964
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
31965
SureshKhemka
A single, queryable source of engineering constraints that coding agents consul…
31966
zerox2f
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
31967
ServiceWare20
Model Context Protocol (MCP) server for the MetaWealth Asset Launch Dashboard. …
31968
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
31969
justynroberts
MCP server enabling AI assistants to manage Rundeck projects, jobs, and executi…
31970
takeokunn
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
31971
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
31972
samaxbytez
MCP server that provides 76 tools for the FreeAgent accounting API, enabling ma…
31973
CopperEagle
Agora Claim
A plugin-based MCP coordination server for AI agents, providing chat channels, …
N/A N/A
31974
malkreide
bakom-mcp Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
31975
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
31976
NY5184
An MCP server that performs comprehensive health checks on project dependencies…
N/A N/A
31977
tggo
Enables AI assistants to access TemplUI components for building Go applications…
31978
ankit-roy-0602
Enables AI assistants to create, manage, and interact with Postman collections,…
31979
Wimoron
MCP server for tracking LLM costs, setting spending limits, and receiving budge…
N/A N/A
31980
christophejlegros-lgtm
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
31981
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
N/A N/A
31982
knowingdoing
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
N/A N/A
31983
MCDxAI
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
N/A N/A
31984
masachika-kamada
A simple MCP server that reads local images and returns them as ImageContent fo…
N/A N/A
31985
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
31986
zachyt
jita-mcp Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
31987
Web4w3
MCP server for Android device management via ADB, enabling inspection and confi…
N/A N/A
31988
dgtalquantumleap-ai
Reddit and Nairaland keyword monitoring with AI reply drafts.
N/A N/A 83
31989
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
31990
raheb77
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
31991
ccperdst-lab
agent-mem0 Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
N/A N/A
31992
dmarsters
Translates heraldic blazon descriptions into structured visual parameters for i…
31993
vaibhavpandeyvpz
tgfmcp Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
N/A N/A
31994
gitByEOS
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
31995
dinglebear-ai
YTDL RMCP Claim
yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CL…
N/A N/A
31996
krishankb-de
Converts messy HTML into clean semantic markdown with integer IDs, enabling LLM…
N/A N/A
31997
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
31998
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
31999
makkoncept
Enables analysis of FitNotes workout data through an LLM, providing insights on…
N/A N/A
32000
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
Showing 31951–32000 of 66549 servers
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