MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53051
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
53052
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
81
53053
1PercentSync
Flashlight Claim
Enables whole-codebase code search using natural language queries by leveraging…
N/A N/A
53054
nimra-pixel
MCP server for AI-powered code security, quality, and performance review. Enabl…
53055
axel-belfort
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
81
53056
chunleiding
MCP server for Office document automation, enabling AI assistants to create, re…
N/A N/A
53057
EezyMAcc
Tattoo Feed Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
N/A N/A
53058
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
N/A N/A
53059
shane-js
GhostFree Claim
MCP server that scans your repo's dependencies for security vulnerabilities bas…
N/A N/A 83
53060
akhileshvj
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
N/A N/A
53061
MDX-0003
Acts as a middleware for the Unreal Engine 5.8 editor, serving as an MCP Server…
N/A N/A
53062
danielchu97
An AI-powered MCP server for value investors. Analyze stocks using principles f…
53063
tulaman
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
N/A N/A
53064
yamanoku
Enables querying Connpass user profiles, group memberships, and event participa…
53065
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
53066
tszaks
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
53067
iker-gonzalez
Antwork Claim
Draft, schedule, and publish social posts for your workspace straight from your…
53068
vipulawl
Backlink SEO Claim
Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
53069
stackblaze
Enables AI agents to interact with MongoDB databases and MongoDB Atlas, support…
53070
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
53071
Lee-Becky
google Claim
N/A N/A 95
53072
optimize-overseas
asana-mcp Claim
MCP server for the Asana API that allows AI agents to read and optionally write…
53073
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
N/A N/A 95
53074
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
53075
massanaRoger
extracto-mcp Claim
Enables Claude and any MCP client to turn a URL plus a schema into validated, t…
53076
louagej
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
N/A N/A
53077
forgemeshlabs
travel-mcp Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
53078
GC108
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
53079
gptForYou
FinData Claim
MCP server providing professional financial data access for LLMs through provid…
53080
notifly-tech
Enables AI agents to search Notifly documentation and SDK code examples for sea…
53081
MukundaKatta
dns-mcp Claim
Resolves DNS records (A, AAAA, MX, etc.) for a given hostname using Node's buil…
53082
Mart1M
Enables AI assistants to access and retrieve Penpot boards and design tokens.
53083
pipeworx-io
AI Incident Database (AIID) MCP
53084
microsoft
Azure DevOps (ADO) Claim
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
53085
karatechopping
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across…
N/A N/A 95
53086
openclaw
Peekaboo Claim
A macOS automation tool that provides high-fidelity screen capture, AI analysis…
N/A N/A
53087
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
53088
xiaobenyang-com
mbit-test Claim
N/A N/A 95
53089
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
53090
bnm12
Connects the 1001 Albums Generator dataset to AI assistants, enabling natural l…
53091
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
N/A N/A
53092
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
53093
wyre-technology
avanan-mcp Claim
MCP server for Checkpoint Harmony Email & Collaboration (Avanan). Enables AI as…
53094
jjeansilva
hashsign Claim
N/A N/A 95
53095
shahhoseini
masnavi Claim
Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Fre…
53096
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
53097
pratham9467
An MCP server for converting images to AVIF and WebP formats using ImageMagick,…
N/A N/A
53098
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
53099
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
53100
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
Showing 53051–53100 of 53551 servers