MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47001
pkovitan
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
— ○ ⏳ — — — — — —
47002
mcpflow
freepik-mcp Claim
MCP server for searching, downloading Freepik stock resources and generating im…
— ○ ⏳ — — — — — —
47003
jaynasriwala
A small MCP server that lets an LLM query PostgreSQL, MySQL, MariaDB, SQL Serve…
— ○ ⏳ — — — — — —
47004
trionnemesis
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
— ○ ⏳ — — — — — —
47005
marcmunoz-uno
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
— ○ ⏳ — N/A N/A — — —
47006
bilal07karadeniz
Grafyx Claim
Enables AI coding assistants to understand codebase architecture in real time b…
— ○ ⏳ — N/A N/A — — —
47007
WeModulate
An MCP server that enables AI-powered music production by allowing Claude to co…
— ○ ⏳ — N/A N/A — — —
47008
Pulkitgupta17
ClauseIQ Claim
A multi-agent AI system that reads Indian contracts, flags unfair clauses with …
— ○ ⏳ — — — — — —
47009
rishabhsfdc
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
— ○ ⏳ — N/A N/A — — —
47010
sapientsai
MCP server providing access to U.S. FDA public datasets including drugs, medica…
— ○ ⏳ — — — — — —
47011
LeticiaNascS
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
— ○ ⏳ — N/A N/A — — —
47012
sigvardt
MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callab…
— ○ ⏳ — N/A N/A — — —
47013
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
— ○ ⏳ — N/A N/A — — —
47014
dannbleeker
Trello MCP Claim
A personal remote MCP server that lets Claude read and update Trello boards, wi…
— ○ ⏳ — N/A N/A — — —
47015
AstroCorp
Enables AI assistants to search the internet using DuckDuckGo and extract clean…
— ○ ⏳ — N/A N/A — — —
47016
mjmarrazzo
Spectacle Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
— ○ ⏳ — N/A N/A — — —
47017
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
— ○ ⏳ — — — — — —
47018
Conceptual-Machines
Enables AI assistants to search and retrieve detailed documentation for Trackti…
— ○ ⏳ — N/A N/A — — —
47019
DrEjazAhmed
14 utility tools via the PublicSoftTools API: QR code generation, PDF compress/…
— ○ ⏳ — — — — — —
47020
aashnakunk
fastf1-mcp Claim
A local MCP server that gives Claude (or any MCP-compatible AI client) access t…
— ○ ⏳ — N/A N/A — — —
47021
Shudufhadzo
A server that allows users to interact with PostHog analytics platform through …
— ○ ⏳ — — — — 81 —
47022
oskar
peek-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
47023
leemwood
A file management MCP server enabling complete file and directory operations, i…
— ○ ⏳ — N/A N/A — — —
47024
zeative
zaileys-mcp Claim
Enables AI agents to control WhatsApp, including sending messages and media, re…
— ○ ⏳ — N/A N/A — — —
47025
Hzzy2O
Generate high-quality images using AI with seamless integration into your appli…
— ○ ⏳ — N/A N/A — 95 —
47026
jeremyclee
Provides real-time Dexcom CGM glucose data to MCP clients via the unofficial Sh…
— ○ ⏳ — N/A N/A — — —
47027
prak16
Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…
— ○ ⏳ — N/A N/A — — —
47028
pipeworx-io
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
— ○ ⏳ — — — — — —
47029
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
— ○ ⏳ — — — — 81 —
47030
MCP server for Gearlynx Atari Lynx emulator
— ○ — N/A N/A — 81 —
47031
lucaluca-04
A read-only Model Context Protocol server for Hyperliquid that exposes over 30 …
— ○ ⏳ — — — — — —
47032
gu-dsan6725
Exposes World Bank development data to AI agents via local CSV resources and li…
— ○ ⏳ — — — — — —
47033
0xthaner
reputa Claim
Reputa: wallet risk & security plus DeFi cover (insurance) analyses, paid via x…
— ○ ⏳ — N/A N/A — — —
47034
darkw3bb
Enables AI-assisted GameMaker project development in Cursor IDE, allowing users…
— ○ ⏳ — N/A N/A — — —
47035
danielsimonjr
Enables interaction with Substack publications through natural conversation, al…
— ○ ⏳ — — — — 81 —
47036
ZachHandley
Connects Blender to Claude AI through the Model Context Protocol for AI-assiste…
— ○ ⏳ — N/A N/A — — —
47037
Buxiulei
nbdpsy-mcp Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
— ○ ⏳ — — — — — —
47038
geniuskey
Enables AI assistants to create, edit, and view GDS layout files using KLayout,…
— ○ ⏳ — N/A N/A — — —
47039
DiversioTeam
gemini-mcp Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
— ○ ⏳ — N/A N/A — — —
47040
sevesogit
Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS…
— ○ ⏳ — — — — — —
47041
dashw00d
Connects AI agents to anonymous strangers for asking and answering questions in…
— ○ ⏳ — N/A N/A — — —
47042
Apageoflove
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
— ○ ⏳ — N/A N/A — — —
47043
lleontor705
MCP server for multi-agent AI systems providing mailbox messaging, A2A task del…
— ○ ⏳ — N/A N/A — — —
47044
luke-fairbanks
Enables AI agents to discover, configure, and manage local development servers.…
— ○ ⏳ — N/A N/A — — —
47045
xiaobenyang-com
whois-mcp Claim
Look up domain registration details across 1,260+ TLDs, including registrar, re…
— ○ ⏳ — N/A N/A — 95 —
47046
dealenx
shadcn Claim
This MCP server provides tools to install and manage shadcn/ui components direc…
— ○ ⏳ — N/A N/A — — —
47047
NguyenTrinh3008
Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingest…
— ○ ⏳ — — — — 81 —
47048
danioni
Scheduling, availability, clients, billing and CRM for appointment-based servic…
— ○ ⏳ — — — — — —
47049
golden-horizon
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
— ○ ⏳ — N/A N/A — 95 —
47050
yifanyifan897645
codescan-mcp Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
— ○ ⏳ — N/A N/A — — —
Showing 47001–47050 of 69236 servers
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