MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33201
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68151
willtholke
dat-ai-mcp Claim
Provides browser automation, audio transcription, and LLM chat as MCP tools for…
— ○ ⏳ — — — — — —
68152
JWears
Exposes multiple local documentation folders to AI assistants via tools for lis…
— ○ ⏳ — N/A N/A — — —
68153
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
— ○ ⏳ — N/A N/A — — —
68154
salafidurus
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
— ○ ⏳ — N/A N/A — — —
68155
axel-belfort
URL shortening API for AI agents. Convert long URLs into compact short links wi…
— ○ ⏳ — N/A N/A — 95 —
68156
srishtivverma
idontcare Claim
— ○ ⏳ — N/A N/A — 95 —
68157
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
— ○ ⏳ — N/A N/A — — —
68158
Nimieeee
Enables AI assistants to execute computational chemistry and drug discovery wor…
— ○ ⏳ — N/A N/A — — —
68159
hostodo
Hostodo MCP Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
— ○ ⏳ — — — — — —
68160
mtsboy01
Enables authorized Android security testing with static and dynamic analysis, F…
— ○ ⏳ — N/A N/A — — —
68161
lionkiii
A Model Context Protocol server that enables AI assistants to research competit…
— ○ ⏳ — N/A N/A — 95 —
68162
dealgo-systems
Runtime decision firewall for AI agents that exposes the CSC engine as an MCP s…
— ○ ⏳ — — — — — —
68163
Undermybelt
cerberus-mcp Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
— ○ ⏳ — N/A N/A — — —
68164
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
— ○ ⏳ — — — — 81 —
68165
jackculpan
FlightQueue Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
— ○ ⏳ — — — — — —
68166
Lohithry
divlens Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
— ○ ⏳ — N/A N/A — — —
68167
abhineet34
Local LinkedIn MCP server for posting to LinkedIn from Claude. 9 tools — create…
— ○ ⏳ — N/A N/A — — —
68168
Cars-10
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
— ○ ⏳ — — — — — —
68169
eyal81
kimss Claim
Official Kimss MCP server — call your Kimss agents, models, files, and vector s…
— ○ ⏳ — — — — — —
68170
donald-ada
mysql Claim
A Model Context Protocol (MCP) server for interacting with MySQL databases. Pro…
— ○ ⏳ — — — — — —
68171
fr1pp
nexus-mcp Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
— ○ ⏳ — — — — — —
68172
AkshitRathore07
Real-time Indian stock market assistant with virtual trading, technical analysi…
— ○ ⏳ — N/A N/A — — —
68173
prreobby
Provides controlled, verifiable access to jw.org content for AI applications, e…
— ○ ⏳ — — — — — —
68174
fritzprix
yfin-mcp Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
— ○ ⏳ — — — — — —
68175
wizkid17
MCP server for Magic: The Gathering card prices, deck analysis, sealed product …
— ○ ⏳ — — — — — —
68176
makomori
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
— ○ ⏳ — — — — — —
68177
TrevorSquillario
Enables AI agents to manage Dell PowerEdge servers via Dell OpenManage Enterpri…
— ○ ⏳ — — — — — —
68178
aws-samples
Provides tools for discovering, building, deploying, and troubleshooting AWS De…
— ○ ⏳ — N/A N/A — — —
68179
zakariahere
kafka-mcp Claim
Exposes Kafka administration operations as MCP tools, enabling AI agents to ins…
— ○ ⏳ — — — — — —
68180
pipeworx-io
Enables searching and querying Île-de-France open data datasets (transport, env…
— ○ ⏳ — — — — — —
68181
jbstanley2004
new Claim
— ○ ⏳ — N/A N/A — 95 —
68182
Koslovski79
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
— ○ ⏳ — — — — — —
68183
epodivilov
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
— ○ ⏳ — — — — — —
68184
kszpakowski
gtc-mcp Claim
MCP server exposing insurance terms and conditions from the NN SOAP API, enabli…
— ○ ⏳ — N/A N/A — — —
68185
MateDort
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
— ○ ⏳ — N/A N/A — — —
68186
Nielsen642
Enables AI assistants to access comprehensive n8n node documentation, propertie…
— ○ ⏳ — — — — — —
68187
mno-d
Kastor Claim
Lets ChatGPT or MCP clients work with files on your machine, with tools for rea…
— ○ ⏳ — N/A N/A — — —
68188
saadsh0
Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real…
— ○ ⏳ — — — — — —
68189
bonjourzzz
A comprehensive MCP server for Microsoft Outlook email management, enabling mai…
— ○ ⏳ — N/A N/A — — —
68190
aspose-words
Aspose.Words MCP is a FastMCP-based MCP server built on top of Aspose.Words for…
— ○ ⏳ — N/A N/A — — —
68191
Parthee-Vijaya
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
— ○ ⏳ — N/A N/A — — —
68192
sssst1118
Enables AI assistants to query local conversation transcripts and relationship …
— ○ ⏳ — N/A N/A — — —
68193
belal-elsabbagh-apex
Enables EHR Copilot operations such as order cloning, queue building, and execu…
— ○ ⏳ — — — — — —
68194
esonica
Provides read-only access to the XRP Ledger for querying accounts, transactions…
— ○ ⏳ — — — — — —
68195
ofekron
Unified management of AI-agent configuration across Claude, Codex, and Gemini, …
— ○ ⏳ — N/A N/A — — —
68196
dinglebear-ai
Gotify RMCP Claim
Gotify notifications and app, client, and message management over MCP and CLI.
— ○ ⏳ — N/A N/A — — —
68197
tools-for-agents
agent-hq Claim
An MCP server that provides shared memory, kanban board, and agent registry for…
— ○ ⏳ — N/A N/A — — —
68198
simarust
A Model Context Protocol server that integrates with Phrase Strings to manage t…
— ○ ⏳ — N/A N/A — — —
68199
dinglebear-ai
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
— ○ ⏳ — — — — — —
68200
ozanunsal
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
— ○ ⏳ — N/A N/A — 95 —
Showing 68151–68200 of 68328 servers