MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62101
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
81
62102
shadi-fsai
A Model Context Protocol server that enables AI assistants like Claude to progr…
81
62103
qasper
Qasper Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
81
62104
luke-nielsen
walmart-mcp Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
62105
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
62106
dns-aid
dns-aid Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
N/A N/A 95
62107
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
62108
bangrobe
Provides web content extraction, search, embedding, and reranking tools via Jin…
62109
javiarmesto
MCP server that integrates with Microsoft Dynamics 365 Business Central, enabli…
N/A N/A
62110
MCP-Mirror
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
81
62111
TradeSystemsNique
Full MCP server for MT5: access trades, logs, compilation, etc..
N/A N/A
62112
Abhishekv87bit
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
N/A N/A 95
62113
Jwrede
llmprobe Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
62114
CSOAI-ORG
MCP server for risk assessment ai. Features assess risk, create risk register, …
N/A N/A
62115
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
62116
giauphan
Ultra-lightweight, local-first MCP server for AI-powered code intelligence, pro…
62117
YaBoom
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
N/A N/A
62118
yeswanthreddyk
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
N/A N/A
62119
devstroop
Enables interaction with Penpot, the open-source design platform, through tools…
62120
ugarchance
An MCP server that uses Google's Gemini API to analyze videos and convert them …
62121
ZapSign
Enables integration with the ZapSign API for electronic document signing and ma…
62122
sanjaypsachdev
A secure MCP server that enables AI assistants to execute commands on remote se…
62123
limace11
tldw-mcp Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
62124
kar69-96
agentpay Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
N/A N/A 83
62125
Casperjuel
abrp-mcp Claim
An unofficial MCP server for A Better Routeplanner that enables EV route planni…
62126
einar
airtable Claim
N/A N/A 95
62127
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
N/A N/A 95
62128
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A 69
62129
cloud9-labs
MCP server for Slack API integration with 14 tools for messaging and channel ma…
N/A N/A
62130
miloira
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
62131
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
62132
jherard-fr
Read-only bridge between Claude Code and Cursor on Windows. Exposes Cursor's lo…
N/A N/A
62133
jasonmeverett
MCP server for controlling satellite ground station operations in the Trench si…
62134
nguyenanhducdeveloper86
mcp-powerBI Claim
Enables discovery of Power BI workspaces and semantic models via REST API and M…
N/A N/A
62135
arzbin-com
Live Iran exchange rates, gold, crypto, and Toman market data for AI agents.
62136
CSOAI-ORG
airspace-monitor-mcp MCP server by MEOK AI Labs
N/A N/A
62137
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
81
62138
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
N/A N/A
62139
lazymac2x
Cloudflare Workers MCP server: ai-token-counter
62140
alexxcpr
ONE-MCP Claim
MCP server for the ONE Framework ERP that enables Claude to explore data models…
62141
jonowhyman
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
62142
ismailrz
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
62143
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
62144
nyx-builds
agent-budget Claim
Budget management and cost tracking MCP server for autonomous agents, enabling …
N/A N/A
62145
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
62146
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
62147
rens1215
A safe and bounded AI-agent security testing framework that enables authorized …
N/A N/A
62148
m-dev-tools
MCP server that exposes tools to route natural language queries to typed IDs, d…
62149
PantelisGeorgiadis
MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and W…
N/A N/A
62150
viartemev
outlook-mcp Claim
Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, ca…
Showing 62101–62150 of 62421 servers