MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54651
CSOAI-ORG
telecom-ai Claim
MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK …
N/A N/A
54652
effinrich
Exposes Radix Primitives' parts, props, and accessibility contracts to AI codin…
N/A N/A
54653
tobyandrews1985
Basketeer Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
N/A N/A
54654 N/A N/A 95
54655
aimedialab
MCP server for the Risha.ai API enabling authentication, capability discovery, …
54656
itsgrimetime
This MCP server enables AI assistants to interact with decomp.me for video game…
54657
chainbase-labs
agentkey Claim
AgentKey is the execution layer between AI agents and the real internet. One MC…
54658
fenil0020
gridpane-mcp Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
54659
pathennessy
socrata-mcp Claim
An MCP server that provides tools to search, query, and aggregate data from any…
54660
srotzin
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
54661
dalboki
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
54662
Cicatriiz
Enables timezone conversion, astronomical calculations, and date utilities thro…
N/A N/A
54663
devshark
Enables AI models to administer personality tests, score responses, and provide…
N/A N/A
54664
justmy2satoshis
Enables heavy computation and data processing tasks in Claude Desktop, includin…
N/A N/A
54665
ajtgjmdjp
taxfolio-mcp Claim
Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents,…
N/A N/A
54666
sixirixis
kiasu-scout Claim
MCP server to help businesses analyze their visibility in AI assistant recommen…
54667
kweinmeister
toon-mcp Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
N/A N/A
54668
ragionex
Dynamic semantic memory for AI assistants that persists across sessions and cli…
54669
arkapatra31
MCP server enabling real-time weather queries via Tavily API and internet usage…
54670
Juxsta
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
N/A N/A
54671
dreamlaunchersin
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
N/A N/A 95
54672
nirholas
x402-mcp Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
54673
klogins-hash
MCP server that enables SSH access and terminal commands for Railway containers…
N/A N/A
54674
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
54675
Shien-Inc
mdgen-mcp Claim
MCP server for mdgen that enables reading, writing, and managing mdgen document…
54676
mindfullabai
Onda MCP Claim
MCP server to control Onda terminal from AI agents, providing tools for splitti…
N/A N/A
54677
rowbotik
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
N/A N/A
54678
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
54679
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
54680
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
54681
cyanheads
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
54682
hotdogarea
Converts Markdown documents into visually appealing image cards through the MCP…
N/A N/A
54683
benhaotang
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
54684
maksdizzy
MCP server providing system-level access to FlowAPI endpoints for art, user, an…
54685
bruriah1999
Production-grade FastMCP 3.x server template for scalable semantic tool retriev…
54686
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
54687
hanzpo
obsidian-mcp Claim
Remote MCP server that gives AI agents read/write access to your Obsidian vault…
N/A N/A
54688
kykoay
Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-d…
54689
renatco
ClickUp MCP Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
81
54690
aard-ai
Enables natural language discovery, querying, and analysis of Thailand's offici…
54691
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
54692
Qusto
vk-ads-mcp Claim
Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, ret…
81
54693
geheharidas
MCP server for searching Ex Libris Primo library catalogues and subscribed data…
54694
oddlyspaced
Enables LLMs to control and manage Android devices via ADB, including app insta…
N/A N/A
54695
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
54696
tildecomunicacion
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
N/A N/A
54697
T-WREKX
algorand-mcp Claim
A comprehensive Model Context Protocol (MCP) server providing 50+ tools for Alg…
N/A N/A
54698
comet-ml
Enables interaction with Comet ML's experiment tracking platform through the Mo…
54699
Rajbagus
CapCut MCP Claim
Enables AI assistants like Claude Code to build and edit CapCut video projects …
N/A N/A
54700
Unwynd-io
Enables AI tools to read and write HERO documents, projects, tables, and templa…
Showing 54651–54700 of 67226 servers