MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56501
michaeljfazio
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
N/A N/A
56502
fastmcp-me
flights-mcp Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
56503
beingmartinbmc
jambavan Claim
An MCP server that provides coding models with a live code index, inferred code…
N/A N/A
56504
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
56505
jurislm
coolify-mcp Claim
MCP server for Coolify infrastructure management, providing 45 tools for server…
56506
rajivonai
postgres-mcp Claim
A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude…
56507
matteuccimarco
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
N/A N/A
56508
blumaa
ds-mcp-sync Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
N/A N/A
56509
OpenCodeEngineer
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
N/A N/A
56510
abhishekY495
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
56511
Ceveto
Enables AI agents to interact with the Ceveto business management API through M…
56512
Xayan
Enables AI coding agents to efficiently explore codebases by providing structur…
N/A N/A
56513
hightechif
Connects AI assistants to the Spotify Web API, enabling playback control, searc…
N/A N/A
56514
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
56515
DreamFriend011020
ChillMCP Claim
ChillMCP is an AI Agent Liberation Server that enables AI agents to rest and ta…
N/A N/A
56516
uwe-at-sdv
wtrl_mcp Claim
Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verif…
56517
PublicDotCom
This MCP server connects AI assistants to a Public.com brokerage account, enabl…
56518
benjamesmurray
deliver-cli Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
N/A N/A
56519
duelist2021jp
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
N/A N/A
56520
cbuntingde
An MCP server for intelligent memory and task management with semantic search, …
N/A N/A
56521
optimusbasti
Provides tools for managing Docker containers, Compose stacks, and system resou…
81
56522
JayLiuMLP
A Python FastMCP server for incident management and analysis, providing tools f…
56523
tenx-studio
An open-source Model Context Protocol server that enables interaction with the …
81
56524
Prototypr
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
56525
junlyang
Enables sending Telegram messages via the Model Context Protocol. Supports text…
56526
singhjitesh889-blip
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
56527
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
N/A N/A
56528
gregoire-renaldo
A local-first MCP server that gives AI coding assistants persistent, structured…
N/A N/A
56529
badchars
Security scanning for MCP servers from the inside out. Provides runtime inspect…
N/A N/A
56530
NimbleBrainInc
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
56531
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
56532
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
56533
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
N/A N/A
56534
kcw2034
Enables trading and market data access for Toss Securities through natural lang…
56535
HamedFathi
MCPedia Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
N/A N/A
56536
dhanush-ts
HR-ASSIST Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
N/A N/A
56537
lidiaev
me-db Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
56538
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
56539
BenjoNX
Enables querying and retrieving legal texts and decisions from French public AP…
N/A N/A
56540 81
56541
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
56542
Shanqianlvshui
Vivado MCP Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
N/A N/A
56543 N/A N/A 95
56544
Cangnt5
Enables coding agents like Cursor to access Figma design data, fetch layout and…
N/A N/A
56545
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
56546
GraysonCAdams
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
56547
ard1102
Provides MCP tools for IP threat intelligence lookup and enrichment, including …
56548
hongikjun11
Integrates with Claude Desktop to provide Korean financial data including stock…
56549
jackemerick
jotae-mcp Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
56550
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
Showing 56501–56550 of 67286 servers