MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54401
colinfrisch
Enables AI assistants to access Strava running data, route planning, and weathe…
N/A N/A
54402
eltonmesquita87
Enables Claude Desktop to query real-time weather information and forecasts via…
N/A N/A
54403
ottimis
mcp-query Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
N/A N/A
54404
skunkobi
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
54405
satyamsh04
Production MCP server for data annotation workflows, exposing six tools backed …
54406
anhuaxiang
Enables AI assistants to interact with Google Sheets, performing operations lik…
N/A N/A
54407
franco-lamas
Enables AI agents to manage OpenProject projects, work packages, activities, an…
N/A N/A
54408
jbrandtmse
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
54409
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
54410
JinchengGao-Infty
agent-mux Claim
MCP server that manages interactive CLI agent pools using tmux, enabling creati…
N/A N/A
54411
willwillems
Enables AI agents to request human input through native macOS dialogs for clari…
N/A N/A
54412
tbohling15
bloom-mcp Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
N/A N/A
54413
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
54414
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
N/A N/A
54415
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
54416
dariakroshka
Scribe MCP Claim
Transcribes audio/video files, generates summaries and structured knowledge ite…
N/A N/A
54417
oaslananka
KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents autom…
N/A N/A
54418
avranju
An MCP server that gives AI agents SSH capabilities to execute commands, transf…
N/A N/A
54419
barmanoff
Provides electrical pricing, cable sizing, and profitability analysis tools for…
54420
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
54421
BugorBN
audio-mcp Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
N/A N/A
54422
superradcompany
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
N/A N/A
54423
slchenchn
notify-mcp Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
54424
Volare-Consulting-Software
mermaid-mcp Claim
Renders Mermaid diagram markup to PNG images using Puppeteer/Chromium. Enables …
N/A N/A
54425
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
54426
ihatesea69
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
N/A N/A
54427
WagoAlex
MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enab…
54428
pipeworx-io
Enables querying the US Federal Register API for federal register documents and…
54429
cxcboss
BrowserPilot Claim
Enables AI assistants to control a Chrome browser through natural language, sup…
N/A N/A
54430
tanaikech
Enables local execution of Google Apps Script tools for Google Workspace automa…
N/A N/A
54431
serhabdel
An optimized Excel MCP server with 25+ tools for creating, reading, writing, fo…
N/A N/A
54432
ubby
mcpdoc Claim
N/A N/A 95
54433
ilyautov
Provides AI assistants with direct access to the Moysklad (МойСклад) JSON API f…
N/A N/A
54434
gibeon-io
MCP server for the Gibeon digital signage platform. Control your players, manag…
54435
sercant
Enables reading Slack channels, messages, and threads using the web interface v…
N/A N/A
54436
smart-compost
MCP server for Smart Compost platform that lets LLM agents list composting proc…
54437
FeanorsCodeSL
imladris Claim
Enables multi-LLM deliberation via a council of panel members, judges responses…
N/A N/A
54438
sshahzaiib
agy-bridge Claim
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CL…
N/A N/A
54439
projectAcetylcholine
Experimental MCP service for Azure AI Search, enabling read and write operation…
N/A N/A
54440
ardaglobal
Enables semantic code search across multi-language codebases using natural lang…
54441
AI-FanGe
Enables natural language control of ElephantRobotics MyCobot series robotic arm…
N/A N/A
54442
czgreg
NetPilot-MCP Claim
Enables large language models to manage network devices (Cisco, Huawei, H3C, Ru…
N/A N/A
54443
Junfei-Z
An MCP server that lets Claude read, write, and push Overleaf LaTeX projects fr…
N/A N/A
54444
sandraschi
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
N/A N/A
54445
blueprint-infrastructure
Solentic Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
81
54446
unmateria
Gives AI assistants full control over Microsoft Access databases, enabling crea…
N/A N/A
54447
parorav247-art
galaxy-mcp Claim
Live MCP server for the Galaxy vault. Lets Claude (mobile/web) and other chat i…
54448
shabaraba
A specialized MCP server focused on process management, development server cont…
N/A N/A
54449
parthshr370
Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API…
81
54450
darkdragonsastro
An MCP server for controlling astronomy equipment, supporting Dark Dragons Astr…
N/A N/A
Showing 54401–54450 of 67226 servers