MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41601
muslus
gwas-mcp Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
N/A N/A
41602
rosasynthesiz
flstudio-mcp Claim
Control FL Studio with AI: in-DAW mixing (Mix Doctor, gain staging, EQ/comp/rev…
N/A N/A
41603
friendlygeorge
Enables AI assistants to access and manage Jobber field-service data including …
N/A N/A
41604
Xvvln
PDF Reader Claim
MCP server for extracting text, images, tables, links, annotations, and metadat…
N/A N/A
41605
caubequay010
mcp-proxy Claim
N/A N/A 95
41606
3xcaffeine
VaultAssist Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
41607
Oliviergg
Connects to Salesforce and enables running SOQL queries, SOSL searches, managin…
41608
cronus-mcp Claim 1
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
N/A N/A 81
41609
Chandukasireddy
system-mcp Claim
Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network,…
N/A N/A
41610
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
41611
devladpopov
An MCP server that enables AI assistants to manage, monitor, and diagnose Windo…
N/A N/A
41612 N/A N/A 95
41613
razvan1326
Enables Claude Desktop to interact with the Academiadepolitie.com platform, all…
N/A N/A 95
41614
lxd15938771473
Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video…
41615
bch1212
injectshield Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
N/A N/A
41616 N/A N/A 95
41617
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
41618
Mink16
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
41619
sourav-spd
A production-ready MCP server for converting documents and files to Markdown us…
41620
ciembor
PRG MCP Claim
Enables interaction with the Polish National Register of Borders (PRG) data, cu…
41621
Pact-Community-Organization
Pact Tooling Claim
Pact 5 tooling: REPL test runs, trap scanning, gas estimation, interface diff, …
N/A N/A
41622
SMABoundless
unpaywall Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
N/A N/A
41623
githits-com
GitHits Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
41624
zaqdaisuki
Enables mahjong score calculation from Claude by inputting tile configurations,…
N/A N/A
41625
jack-jackhui
AI-powered job matching and CV generation tool that searches jobs on LinkedIn a…
N/A N/A
41626
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
41627
danilop
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
N/A N/A
41628
NoSugarCoffee
youmind-mcp Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
41629
emceeKim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
N/A N/A
41630
iflow-mcp
Blowback Claim
Integrates front-end development servers with AI tools, enabling browser automa…
N/A N/A
41631
leejaew
Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search…
41632
sjjjlol
A pluggable RAG framework that exposes hybrid search, ingestion, and evaluation…
N/A N/A
41633
zyx77550
SPARDA Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
N/A N/A
41634
TyrelCB
rag-mcp Claim
Hybrid RAG over Claude Code and Hermes session history via MCP tools for search…
N/A N/A
41635
Chillwind132
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
41636
ardev-lab
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/…
N/A N/A
41637
iamvazghen
Enables AI agents to fetch categorized news headlines and full article text fro…
41638
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
41639
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
41640
000safah000-ai
BlackHawkMCP - connect AI to Google Sheets
N/A N/A 83
41641
hoornet
Enables MCP clients to read, search, create, update, and share collaborative do…
41642
alokverma18
mcp Claim
Provides MCP servers for GitHub API operations and SQL database queries, enabli…
41643
parigihelori352-cyber
Configurable MCP server that lets you define LLM-powered tools via JSON, enabli…
41644
RextonWong
sellabot-mcp Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
N/A N/A
41645
ivo-toby
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
41646
CuteCar384
Enables controlling a Unitree GO2 robot's motion (forward, backward, left, righ…
N/A N/A
41647
Inefavel
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio…
N/A N/A
41648
mbj733
nexus-mcp Claim
A local MCP server for Nexus Mods mod discovery, research, and downloading, bac…
N/A N/A
41649
PancrePal-xiaoyibao
Enables medical evidence retrieval and analysis via AI-powered search and summa…
41650
louiscklaw
hko-mcp Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
N/A N/A 95
Showing 41601–41650 of 66534 servers
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