MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63301
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
63302
craig1901
Provides comprehensive data analysis utilities including statistical functions,…
N/A N/A
63303
atende-direito
Deploys a remote MCP server on Cloudflare Workers without authentication, suppo…
63304
sj7trunks
Provides AI assistants with reliable reminders, persistent memory, task trackin…
63305
KKonstantinov
graphql2mcp Claim
Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.
63306
AlanJaeger
MCP server that enables querying the Weni Insights Engine API for conversation …
63307
ReallyArtificial
engram Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
N/A N/A
63308
wyre-technology
timezest-mcp Claim
TimeZest scheduling MCP server for the WYRE MCP Gateway. Enables AI assistants …
63309
cardmagic
reminders Claim
Enables fuzzy search, creation, and management of Apple Reminders via CLI or MC…
N/A N/A
63310
henrique-coder
An advanced, high-performance Python client, MCP server, and REST API for rever…
N/A N/A
63311
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
81
63312
kozmos-tech
contactapi Claim
Enables AI clients to manage contacts through CRUD operations (list, get, creat…
63313
madev
Enables AI assistants to access DotVVM UI control documentation, including list…
N/A N/A
63314
cnzhihao
MCP-Artisan Claim
A secure MCP server with a workspace sandbox for AI agents to manage prompts, s…
N/A N/A
63315
solidSpoon
anki-mcp Claim
Enables intelligent Anki vocabulary management with automatic TTS audio generat…
N/A N/A
63316
VadaLinux
MCP server for Framework360 REST API, exposing 141 endpoints as tools for use w…
63317
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
63318
alesya-h
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
81
63319
WilliamQAQ0v0
Provides Baidu hot search and Bilibili trending video data for Claude and Cherr…
N/A N/A
63320
HecreReed
Enables AI-powered image generation, icon creation, hero banner design, and UI …
N/A N/A
63321
TiM00R
Enables Claude to execute PowerShell commands and scripts in a persistent inter…
N/A N/A
63322
P-bit-display
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
N/A N/A
63323
laszlopere
mcp-tmux Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
N/A N/A
63324
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
63325
bitterpanda63
Enables interaction with the Officient HR API to manage people, days off, and s…
63326
PhilInTheLoop
Implements Universal Commerce Protocol (UCP) primitives backed by HubSpot CRM, …
N/A N/A
63327
maithanhduyan
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
N/A N/A
63328
stevenmcsorley
Enables AI assistants to manage Trello boards, lists, cards, labels, checklists…
63329
Chao-Shiun
Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second…
N/A N/A
63330
thochi
MCP server for executing SQL queries and managing connections to Microsoft SQL …
63331
chill-lichen
meetergo-mcp Claim
MCP server that exposes meetergo's scheduling and CRM API as tools for AI assis…
63332
fzlzjerry
uniprot-mcp Claim
MCP server that exposes the UniProt REST API to LLM clients, enabling search an…
63333
dclausen01
MCP server for the Stashcat messenger API. Enables AI assistants to read and se…
63334
foxtrottwist
Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, …
N/A N/A
63335
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
63336
emqx
A Model Context Protocol server for AI agents to discover and control IoT devic…
63337
flikQ
Enables AI agents to compare AI model pricing plans, run cost scenarios, find b…
63338
BeBraveBeKind
Pre-install trust layer for MCP servers, AI skills, and npm packages. Scores an…
N/A N/A
63339
wbgrds
mcp-zenkit Claim
Enables managing Zenkit collections and entries through natural language comman…
63340
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
63341
lordbasilaiassistant-sudo
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
63342
IBM
A robust runtime for the official Model Context Protocol (MCP) that adds proxyi…
63343
Brainrot-Creations
Socials MCP Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit via a Chrome exten…
N/A N/A
63344
RamosJSouza
Enables searching characters, planets, and films from the Star Wars universe vi…
63345
BLD933
Enables AI agents to interact with QGIS, supporting project management, layer i…
N/A N/A
63346
M-SAAD-BIN-MAZHAR
This MCP server lets an AI client manage GitHub repositories through the GitHub…
63347
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
81
63348
tsouth89
Turns any OpenAPI/Swagger spec into an MCP server, generating one tool per endp…
63349
Arpit-saxena-2004
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
63350
SkibidiHorneti1345
A robust MCP server that connects Spotify playback, search, and library managem…
Showing 63301–63350 of 66447 servers