MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60701
yeodh10
Provides security tools (prompt injection detection, CVE lookup, version impact…
N/A N/A
60702
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
N/A N/A 95
60703
lordbasilaiassistant-sudo
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
60704
andrewaws26
Claude Works Claim
An MCP server that exposes a perpetual, honest job-application pipeline as type…
N/A N/A
60705
AS1HK
Enables Claude to create, modify, and delete parts and scripts in OVERDARE Stud…
N/A N/A
60706
jbstanley2004
new Claim
N/A N/A 95
60707 81
60708
100-mitra
An MCP-native agentic copilot for dental practices that orchestrates multiple M…
60709
paresh-p-crest
Enables AI assistants to query real-time system metrics like CPU, RAM, disk, an…
N/A N/A
60710
tools-for-agents
anvil Claim
A throwaway Docker sandbox for agents to run code and shell commands safely.
N/A N/A
60711
hiroata
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
81
60712
ionos-cloud
Inspect and manage IONOS CLOUD infrastructure via MCP.
81
60713
linares222
myfitnesspal Claim
Retrieves MyFitnessPal nutrition data including daily summaries, meal breakdown…
60714
xiaocaoooo
netease-mcp Claim
MCP server that enables AI assistants to search and retrieve music data (songs,…
N/A N/A
60715
arcoventure
Arco Lexicon Claim
Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
60716
stubbedev
jenkins-mcp Claim
MCP server for Jenkins to inspect builds, control jobs, and manage pipeline con…
60717
First-Cast-Solutions-LLC
Enables AI assistants to interact with the full Mistral AI API, including chat …
60718
HefnySco
MCP Notes Claim
Enables persistent knowledge graph management with entities, observations, rela…
N/A N/A
60719
Sindhura30
Collects page performance metrics using Playwright, CDP, and Lighthouse, and re…
N/A N/A
60720
Abdelrahmanghoniem
Enables Cursor AI to interact with SQL Server databases, including querying, sc…
N/A N/A
60721
SodiqOgundairo
Devign MCP Claim
Enables any AI model to create, read, and edit Figma designs in real time throu…
N/A N/A
60722
veloper
pgmcp Claim
Enables AI agents to perform PostgreSQL administration, web crawling, and knowl…
N/A N/A
60723
zish-rob-crur
A macOS MCP server that provides AI agents with secure access to Calendar, Remi…
N/A N/A
60724
tijevlam
MCP server for Google Tag Manager API, enabling users to manage containers, tag…
60725
timaw513-emergenit
Enables AI assistants to interact with Salesforce orgs through natural language…
N/A N/A
60726
simonwittber
unity Claim
Enables AI assistants to control the Unity Editor via MCP, allowing scene manip…
N/A N/A
60727
niklasmeixner-langdock
Enables creating and editing draw.io diagrams from structured descriptions, ren…
N/A N/A
60728
jcruz-impel
Enables AI assistants to interact with PDF documentation files stored locally. …
N/A N/A 95
60729
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
60730
SocialChamp
Social Champ Claim
Connect AI agents to Social Champ: manage channels, posts, AI content, queue, a…
60731
shark-bot-0118
An MCP server that automatically generates static websites from natural languag…
N/A N/A 95
60732
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
60733
duonglkh
claude-android Claim 1
MCP server for Android dev workflows that exposes Gradle, Manifest, and ProGuar…
N/A N/A 95
60734
vishnuweb-a
MongoDB MCP Claim
A MongoDB MCP Server that allows AI agents and MCP clients to interact with Mon…
N/A N/A
60735
l4b4r4b4b4
A production-ready MCP server for YouTube integration with intelligent caching.…
60736
nickjlucker
Enables AI agents to check IP reputation and abuse reports via AbuseIPDB, inclu…
N/A N/A
60737
childrentime
reactuse Claim
MCP server for the [ReactUse](https://reactuse.com) library — 110+ React Hooks …
N/A N/A
60738
alexgenovese
A fashion vertical MCP server providing tools for product SEO audits and trend …
N/A N/A
60739
Goldentrii
AgentRecall Claim
Persistent, compounding memory for AI agents across sessions. Uses the Intellig…
60740
fancyboi999
capcut-mcp Claim
Automates CapCut video editing through an HTTP/MCP API, enabling draft creation…
N/A N/A
60741
SigaoLi
Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).
60742
SSX360
matrixscroll Claim
A trust-first repository copilot to audit signed commit provenance, preview edi…
N/A N/A
60743
gabrielekarra
A smart bridge that aggregates multiple MCP servers under a single interface, p…
N/A N/A
60744
Rhodium11
MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…
60745
Schneckenhausmann
A read-only MCP server for Gmail and Drive with only 5 tools, designed to be fr…
60746
naster3
MCP server for reading, editing, and publishing Google Forms with the official …
N/A N/A
60747
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
60748
sandraschi
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
N/A N/A
60749
hippogriff-ai
Local-first MCP server that gives Claude Code web search, page reading, video t…
60750
acato
snmp-mcp Claim
An MCP server that wraps the IETF SNMP standard so AI agents can poll any SNMP-…
Showing 60701–60750 of 67286 servers