MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42101
ExpertVagabond
shopify-mcp Claim
MCP server for the Shopify Admin API, enabling 36 tools for managing products, …
— ○ ⏳ — — — — — —
42102
patentreply
PatentReply Claim
The USPTO prosecution record for your AI. Connect once and work any U.S. patent…
— ○ ⏳ — — — — — —
42103
grburgess
mindgap Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
— ○ ⏳ — N/A N/A — — —
42104
Hendo52
A local MCP SSE server that proxies Cloudflare Workers AI and provides multi-st…
— ○ ⏳ — — — — — —
42105
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
— ○ ⏳ — — — — 81 —
42106
mkingopng
MCP server with example tools for arithmetic and greeting, designed for deploym…
— ○ ⏳ — — — — — —
42107
jsvirtane
Read-only MCP server for the Palloliitto's result service API, enabling AI appl…
— ○ ⏳ — — — — — —
42108
microservices-sh
mcp Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
— ○ ⏳ — — — — — —
42109
hackbansu
Provides tools to list and search bonds from GoldenPi via reverse-engineered AP…
— ○ ⏳ — — — — — —
42110
kevinkiklee
Generates videos using Google Gemini Veo from text prompts with optional aspect…
— ○ ⏳ — — — — — —
42111
hovav698
Enables AI assistants to create and query multi-dimensional vector indexes from…
— ○ ⏳ — N/A N/A — — —
42112
iflow-mcp
Enables searching documents in Gallica, the digital library of the Bibliothèque…
— ○ ⏳ — — — — — —
42113
AllRates-Today
Provides real-time foreign-exchange rates, historical data, and multi-currency …
— ○ ⏳ — — — — — —
42114
michelebergo
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
— ○ ⏳ — N/A N/A — — —
42115
Abdulkereem
Aza MCP Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
— ○ ⏳ — — — — — —
42116
tr4m0ryp
A depth-first lead discovery server that finds and qualifies custom webshops, r…
— ○ ⏳ — — — — — —
42117
caravanglory
Enables AI assistants to directly control the Cocos Creator 3.8.x editor via MC…
— ○ ⏳ — N/A N/A — — —
42118
MuhammadIshaqSkd
A basic MCP server demonstrating tool registration and SSE transport, enabling …
— ○ ⏳ — N/A N/A — — —
42119
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
— ○ ⏳ — N/A N/A — — —
42120
chaodongzhang
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
— ○ ⏳ — N/A N/A — — —
42121
yasg1988
tuvio-vacuum Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
— ○ ⏳ — N/A N/A — — —
42122
zent7x
mcp-guard Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
— ○ ⏳ — N/A N/A — — —
42123
djerok
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
— ○ ⏳ — N/A N/A — — —
42124
blendduck
Create, schedule, review, analyze, and manage social content across connected c…
— ○ ⏳ — — — — — —
42125
jg-cordeiro
MCP server to query public open data from Recife, Brazil using natural language…
— ○ ⏳ — N/A N/A — — —
42126
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
— ○ ⏳ — N/A N/A — — —
42127
deswong
openhab Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
— ○ ⏳ — — — — — —
42128
ziyuyu23
A read-only MCP server that lets an LLM inspect an AWS account — list EC2 insta…
— ○ ⏳ — — — — — —
42129
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
— ○ ⏳ — N/A N/A — 95 —
42130
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
— ○ ⏳ — N/A N/A — 95 —
42131
tamago-labs
Aptos MCP Claim
Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation…
— ○ ⏳ — N/A N/A — — —
42132
marianfoo
Provides ABAP developers with unified search, document retrieval, feature matri…
— ○ ⏳ — N/A N/A — — —
42133 — ○ ⏳ — N/A N/A — 95 —
42134
StabRise
MCP server for detecting and redacting PII (Personally Identifiable Information…
— ○ ⏳ — — — — — —
42135
BajpaiH22
Enables travel planning through natural language, providing weather forecasts, …
— ○ ⏳ — — — — — —
42136
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
— ○ ⏳ — N/A N/A — — —
42137
lemenkov
mcp-sandbox Claim
Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isol…
— ○ ⏳ — N/A N/A — — —
42138
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
— ○ ⏳ — — — — — —
42139
Floppydata
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
— ○ ⏳ — — — — — —
42140
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
— ○ ⏳ — N/A N/A — — —
42141
gunjanjp
A comprehensive Model Context Protocol (MCP) server that enables Claude and oth…
— ○ ⏳ — N/A N/A — — —
42142
MGhunch
dot-mcp Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
— ○ ⏳ — — — — — —
42143
seyficembaskin
seyfiland Claim
— ○ ⏳ — N/A N/A — 95 —
42144
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
— ○ ⏳ — — — — 81 —
42145
maqitong
hist-bridge Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
— ○ ⏳ — N/A N/A — — —
42146
kevinkiklee
MCP server that enables Claude Code to generate images using Google's Gemini im…
— ○ ⏳ — — — — — —
42147
xLydianSoftware
XLMCP Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
— ○ ⏳ — — — — — —
42148
rishi-banerjee1
The control plane for AI prompts that scores, enforces policy, locks config, an…
— ○ ⏳ — N/A N/A — — —
42149
tinqiao-oss
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
— ○ ⏳ — N/A N/A — — —
42150
0xChampi
cort4ex-mcp Claim
Provides access to 224 battle-tested skills plus multi-agent orchestration, exp…
— ○ ⏳ — N/A N/A — — —
Showing 42101–42150 of 69343 servers
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