MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62951
uetuluk
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
N/A N/A
62952
zhouqyu666
Enables generating short videos for Chinese herbs with information, images, voi…
62953
cpxazn
mcp-medusa Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
N/A N/A
62954
vast-data
MCP server for VAST Data administration, enabling AI assistants to monitor, lis…
62955
Dnakitare
Mavryn Claim
Centralized MCP control plane that proxies multiple upstream MCP servers with t…
N/A N/A
62956
jpnqs
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
N/A N/A 95
62957
AntonS2042
odoo-mcp Claim
Enables LLM agents to interact with Odoo 17 ERP via external API, providing too…
N/A N/A
62958
bangca85
cardloom-mcp Claim
Provides long-lived, cross-project technical memory for AI agents via markdown …
N/A N/A
62959
aigile-era
A Model Context Protocol server for querying Turkish market prices, comparing p…
62960
adwhispr
Chat with any brand's Meta (Facebook/Instagram) ads inside Claude — research a …
81
62961
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
81
62962
ayushshah31
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
62963
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
62964
RamosJSouza
Enables searching characters, planets, and films from the Star Wars universe vi…
62965
WYYkerwin
yo-bug Claim
An MCP server that gives AI coding assistants QA superpowers, enabling users to…
N/A N/A
62966
ftaricano
mcp-notion Claim
MCP server for common Notion page workflows: search pages, inspect content, cre…
N/A N/A
62967
xianjianlf2
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
62968
cajuflow
Enables AI agents to manage Hotmart products, sales, and other operations throu…
62969
pipeworx-io
Enables users to query the UK National Grid's carbon intensity data, providing …
62970
pipeworx-io
Provides access to MedlinePlus consumer health information from NIH, enabling f…
62971
mario-hernandez
Legacy MCP server for Google Search Console data, now superseded by the unified…
N/A N/A
62972
iamsamitdev
asdsaf Claim
N/A N/A 95
62973
HasanJahidul
Semantic git queries beyond `git log`: who-touched (blame grouped by author wit…
N/A N/A
62974
jesse-smith
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
N/A N/A
62975
tomdoeswork
PodPast Claim
Hosted Claude connector that turns the podcasts you already follow into a searc…
62976
yuiseki
Provides tools for AI models to count characters and words in text, supporting …
62977
ugoi
vikunja-mcp Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
62978
harveyxiacn
Blender MCP Claim
Enables AI assistants to control Blender 3D software through natural language, …
N/A N/A
62979
Storybloq
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
N/A N/A
62980
nonibytes
BusyBee Claim
Autonomous TDD coding agent that converts specifications into feature lists and…
81
62981
sunnylabtv-crypto
Enables multi-user remote MCP interactions with Gmail, OpenAI, and Salesforce v…
62982
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
62983
WordPress
MCP Adapter Claim
The official WordPress package for MCP integration that exposes WordPress abili…
62984
helGayhub233
Aggregates multiple cyberspace search engines (FOFA, Quake, Hunter, ZoomEye) in…
62985
islobodan
Cruncher Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
N/A N/A 95
62986
nathanasbury
A privacy-first, local-first MCP server that provides 15 ADHD/second-brain tool…
N/A N/A
62987
daanrongen
signal-mcp Claim
MCP server for Signal via signal-cli that enables sending and receiving message…
N/A N/A
62988
sjsone
SJS.Neos.MCP Claim
Core MCP server implementation for Neos CMS 9.x, enabling interaction with Neos…
62989
thomasjeffreyandersontwin
Enables reading IDE output, test results, and problems from development environ…
N/A N/A
62990
bekatechnology
Enables AI assistants like Claude to deploy apps, manage databases, and operate…
62991
atfinke
Mail MCP Claim
Local MCP server for macOS Mail reads plus visible unsent compose, reply, and f…
N/A N/A
62992
robin-heat
i18n-mcp Claim
MCP server for managing i18n JSON translation files. Provides Claude with struc…
N/A N/A
62993
bolivestilo
homekit-mcp Claim
Enables AI agents to control Apple Home devices, scenes, and automations throug…
N/A N/A
62994
muhammad-awais-web-dev
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
N/A N/A
62995
shaun0927
OpenChrome Claim
Controls a real Chrome browser for AI agents, enabling authenticated automation…
62996
excellario
Provides Meta (Facebook/Instagram) business insights through the Graph and Mark…
62997
gbfeliped
Read-only SQL Server MCP server enabling safe database queries, table listing, …
62998
jules-tnk
Enables AI agents to send HTTP requests to any endpoint with full control over …
N/A N/A
62999
kwiknordic
An MCP server for automating Meetup event tracking with an AI agent. It equips …
N/A N/A
63000
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
Showing 62951–63000 of 67291 servers