MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58901
CSOAI-ORG
crm-ai-mcp Claim
crm-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58902
CSOAI-ORG
quiz-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58903
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
N/A N/A
58904
Auxin-io
miami_friend Claim
N/A N/A 95
58905
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
58906
aiplatforms-ru
ssh-chat-mcp Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
N/A N/A
58907
rahulnayanegali
MCP server that guides an AI agent through stack trace triage, from raw error t…
N/A N/A
58908
southglory
Database schema management MCP server for Claude Code, enabling natural languag…
N/A N/A
58909
PierrunoYT
Enables AI image generation using the minimax/image-01 model via Replicate API.…
81
58910
Pantainos-Toolkit
grok-mcp Claim
Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
N/A N/A
58911
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
58912
Perufitlife
MCP server for Appwrite security audits that scans permissions and provides str…
58913
robotmcp
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
58914
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
58915
beambuilder
Enables video processing operations (speed adjustment, keyframe optimization, c…
N/A N/A
58916
serkan-ozal
Playwright-powered browser automation and debugging for VS Code and Cursor via …
N/A N/A
58917
dp-pcs
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
N/A N/A
58918
simongonzalezdc
ComplyOS Claim
AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
58919
llu929
sostenuto Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
58920
Kcrong
Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
58921
Nossim
Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
58922
labeveryday
Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
58923
ParthKapoor-dev
terminal-mcp Claim
A secure and pluggable MCP server to run terminal commands on your local machin…
N/A N/A 95
58924
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
81
58925
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
81
58926
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
58927
keadachik
This remote MCP server allows interaction with the Dynatrace observability plat…
58928
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
58929
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
58930
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
58931
CSOAI-ORG
consciousness-engine-mcp MCP server by MEOK AI Labs
N/A N/A
58932
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
58933
waldell
mcp-yuntrack Claim
Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
N/A N/A
58934
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A
58935
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
N/A N/A
58936
King-Proplan
ProPlan Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
N/A N/A
58937
bird
sandbox-mcp Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
N/A N/A
58938
LuiccianDev
Analyzes Git repository changes and generates conventional, context-aware commi…
N/A N/A
58939
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
58940
iflow-mcp
This MCP server simplifies interaction with the ConnectWise Manage API through …
58941
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
58942
starbuck93
MCP server for managing Tandoor recipes, meal plans, and shopping lists. Enable…
58943
roguedev-ai
Enables AI agents to manage and interact with Kasm Workspaces containerized des…
58944
vredrick
n8n-MCP Claim
A Model Context Protocol server that provides AI assistants with comprehensive …
58945
fogside
wolt-mcp Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
58946
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
81
58947
kayoMichael
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
N/A N/A
58948
SiftingIO
MCP server that provides access to SiftingIO market data, including live prices…
58949
monet88
mcp_flutter Claim
N/A N/A 95
58950
3M1RY33T
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
N/A N/A
Showing 58901–58950 of 59042 servers