MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35351
piyushgupta53
Provides a standardized interface for interacting with WhatsApp through the Gre…
35352
yjhann33-design
Enables LLM agents to access Korean stock market data including DART disclosure…
N/A N/A
35353
The-40-Thieves
Provides access to 61 public digital libraries through a single unified interfa…
N/A N/A
35354
lazymac2x
Cloudflare Workers MCP server: ai-provider-status
35355
var-gg
pindoc Claim
Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analys…
35356
tobinsouth
Enable seamless creation and management of authentication workflows for your ap…
N/A N/A 95
35357
abnersajr
Readedit Claim
MCP server that combines Read+Edit file operations into single tool calls. 80-9…
N/A N/A
35358
SmitPatel-31
Enables Claude to manage Gmail, Google Calendar, and Google Drive, including se…
N/A N/A
35359
cygkichi
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
N/A N/A
35360
amit608
MCPyDoc Claim
Provides real-time access to Python package documentation, source code, and sym…
N/A N/A
35361
StevenBtw
Provides access to Marimo documentation with tools to retrieve API details for …
N/A N/A
35362
alibaba
Helios Claim
MCP server that securely reviews AI-generated code for vulnerabilities such as …
N/A N/A
35363
opestro
Provides tools for AI assistants to interact with a WooCommerce store, enabling…
35364
rusty4444
shiori-mcp Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
35365
dimitrilaouanis
onyx-mcp Claim
81
35366
pmkasion
sssasd123 Claim
N/A N/A 95
35367
MaoBui2907
tuvi-mcp Claim
MCP server for Vietnamese fortune-telling based on lunar calendar, providing bi…
N/A N/A
35368
AiAgentKarl
Community-driven library of tested prompts for AI agents, enabling search, retr…
35369
thryxagi
obsd-launchpad Claim 1
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
N/A N/A 75
35370
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
35371
platformatic
Enables running Node.js scripts and npm commands with permission prompts via no…
N/A N/A
35372
YogeLiu
MCP server for YApi that enables LLMs to manage API interfaces, projects, and c…
N/A N/A
35373
hoducha
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
35374
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
N/A N/A
35375
possibly6
An MCP server that acts as a gatekeeper for database and configuration changes,…
N/A N/A
35376
mister-franklin
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
35377
SmartFactory-KL
aas-mcp Claim
MCP server enabling AI assistants to perform full CRUD operations on Asset Admi…
N/A N/A
35378
k4sud0n
serena Claim
N/A N/A 95
35379
jonahkeegan
A Model Context Protocol (MCP) server that coordinates AI agents to transform d…
N/A N/A
35380
tai5863
td-mcp Claim
MCP server for controlling TouchDesigner from AI coding agents like Claude Code…
N/A N/A
35381
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
35382
pipeworx-io
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
35383
jharriGH
kje-mcp Claim
MCP server that enables Claude.ai to interact with Jim Brain's persistent memor…
35384
zajalist
Hayba Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
N/A N/A
35385
sling-cli Claim 1
Sling CLI MCP server for querying any database, running data pipelines and mana…
N/A N/A 81
35386
fieldcure
Korean public data API gateway for discovering and calling data.go.kr APIs from…
N/A N/A
35387
NimbleBrainInc
Provides access to the Context7 API for searching up-to-date documentation, cod…
81
35388
pipeworx-io
mcp-pvgis Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
35389
lowrykun
civ6mcp Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
N/A N/A
35390
ShackletonAnalytics
Enables AI agents to manage Intercom support workflows, including searching and…
35391
IMAFDI
polyplan-mcp Claim
Enables structured multi-model AI planning sessions across multiple CLI coding …
N/A N/A
35392
StigLau
An AI-powered MCP server for intelligent video processing, enabling automated a…
N/A N/A
35393
TheoGirardin
mcp-lbc Claim
Exposes Leboncoin classified ads to Claude, allowing search with filters and fu…
35394
alpacax
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
35395
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
35396
wise-vision
mcp_server_ros_2 Claim 1
MCP server for ROS2 enabling AI-driven robotics applications and services.
N/A N/A 100
35397
jiaxinghit
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
35398
brainfuel
MCP Browser Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
N/A N/A
35399
ManikLakhanpal
Enables AI assistants to interact with the Zerodha trading platform for placing…
N/A N/A
35400
SoumilBhandari
Bastion Claim
A local-first control plane for AI agent tools, providing policy enforcement, s…
N/A N/A
Showing 35351–35400 of 43634 servers
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