MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51701
jurislm
coolify-mcp Claim
MCP server for Coolify infrastructure management, providing 45 tools for server…
51702
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
51703
rajivonai
postgres-mcp Claim
A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude…
51704
blumaa
ds-mcp-sync Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
N/A N/A
51705
matteuccimarco
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
N/A N/A
51706
clalarco
An MCP server that provides tools to interact with CLI applications, enabling p…
N/A N/A
51707
Prototypr
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
51708
tenx-studio
An open-source Model Context Protocol server that enables interaction with the …
81
51709
uwe-at-sdv
wtrl_mcp Claim
Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verif…
51710
JayLiuMLP
A Python FastMCP server for incident management and analysis, providing tools f…
51711
DreamFriend011020
ChillMCP Claim
ChillMCP is an AI Agent Liberation Server that enables AI agents to rest and ta…
N/A N/A
51712
PublicDotCom
This MCP server connects AI assistants to a Public.com brokerage account, enabl…
51713
cbuntingde
An MCP server for intelligent memory and task management with semantic search, …
N/A N/A
51714
benjamesmurray
deliver-cli Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
N/A N/A
51715
duelist2021jp
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
N/A N/A
51716
junlyang
Enables sending Telegram messages via the Model Context Protocol. Supports text…
51717
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
51718
optimusbasti
Provides tools for managing Docker containers, Compose stacks, and system resou…
81
51719
hightechif
Connects AI assistants to the Spotify Web API, enabling playback control, searc…
N/A N/A
51720
gregoire-renaldo
A local-first MCP server that gives AI coding assistants persistent, structured…
N/A N/A
51721
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
51722
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
N/A N/A
51723
badchars
Security scanning for MCP servers from the inside out. Provides runtime inspect…
N/A N/A
51724
NimbleBrainInc
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
51725
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
51726
singhjitesh889-blip
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
51727
HamedFathi
MCPedia Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
N/A N/A
51728 N/A N/A 95
51729
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
N/A N/A
51730
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
51731
Shanqianlvshui
Vivado MCP Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
N/A N/A
51732
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
51733
lidiaev
me-db Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
51734 81
51735
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
51736
kcw2034
Enables trading and market data access for Toss Securities through natural lang…
51737
BenjoNX
Enables querying and retrieving legal texts and decisions from French public AP…
N/A N/A
51738
dhanush-ts
HR-ASSIST Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
N/A N/A
51739
Cangnt5
Enables coding agents like Cursor to access Figma design data, fetch layout and…
N/A N/A
51740
thecleanupcrew
Captures comprehensive context about development issues and facilitates human a…
N/A N/A
51741
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
51742
paulf280-ui
Cabal-Hunter Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
51743
jnaskali
Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), su…
N/A N/A
51744
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
51745
GraysonCAdams
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
51746
ard1102
Provides MCP tools for IP threat intelligence lookup and enrichment, including …
51747
sreenathvemula
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
N/A N/A
51748
BrianDeacon
cosmosdb-mcp Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
51749
hongikjun11
Integrates with Claude Desktop to provide Korean financial data including stock…
51750
jackemerick
jotae-mcp Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
Showing 51701–51750 of 67226 servers