MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50801
664393425
Enables AI assistants to read and write MySQL databases, dynamically switch dat…
— ○ ⏳ — — — — — —
50802
EngIcaro
A read-only MCP server that exposes data-file lineage analyses for Qlik Cloud t…
— ○ ⏳ — — — — — —
50803
mcpland
Webpage MCP Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
— ○ ⏳ — N/A N/A — — —
50804
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
— ○ ⏳ — N/A N/A — — —
50805
jyswee
appoiint Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
— ○ ⏳ — — — — — —
50806
grburgess
mindgap Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
— ○ ⏳ — N/A N/A — — —
50807
gregpriday
An agentic memory system that enables AI assistants to store, search, and manag…
— ○ ⏳ — N/A N/A — — —
50808
ExpertVagabond
shopify-mcp Claim
MCP server for the Shopify Admin API, enabling 36 tools for managing products, …
— ○ ⏳ — — — — — —
50809
Machiavelli-DaVinci
Connects to Stack AI workflows, allowing you to run workflows and pass user inp…
— ○ ⏳ — — — — — —
50810
kedro-org
Provides AI assistants with versioned guidance for Kedro projects, including no…
— ○ ⏳ — N/A N/A — — —
50811
pkronstrom
MCP Arena Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
— ○ ⏳ — N/A N/A — — —
50812
billkinddev
whamlink-mcp Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
— ○ ⏳ — — — — — —
50813
malcolm-mill
Enables read-only access to Beckhoff TwinCAT PLCs via ADS, allowing queries of …
— ○ ⏳ — — — — — —
50814
mkingopng
MCP server with example tools for arithmetic and greeting, designed for deploym…
— ○ ⏳ — — — — — —
50815
hackbansu
Provides tools to list and search bonds from GoldenPi via reverse-engineered AP…
— ○ ⏳ — — — — — —
50816
jsvirtane
Read-only MCP server for the Palloliitto's result service API, enabling AI appl…
— ○ ⏳ — — — — — —
50817
microservices-sh
mcp Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
— ○ ⏳ — — — — — —
50818
Hendo52
A local MCP SSE server that proxies Cloudflare Workers AI and provides multi-st…
— ○ ⏳ — — — — — —
50819
chaodongzhang
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
— ○ ⏳ — N/A N/A — — —
50820
MuhammadIshaqSkd
A basic MCP server demonstrating tool registration and SSE transport, enabling …
— ○ ⏳ — N/A N/A — — —
50821
GreyNoise-Intelligence
MCP server for GreyNoise threat intelligence, enabling IP analysis, GNQL querie…
— ○ ⏳ — — — — — —
50822
tr4m0ryp
A depth-first lead discovery server that finds and qualifies custom webshops, r…
— ○ ⏳ — — — — — —
50823
djerok
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
— ○ ⏳ — N/A N/A — — —
50824
zent7x
mcp-guard Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
— ○ ⏳ — N/A N/A — — —
50825
iflow-mcp
Enables searching documents in Gallica, the digital library of the Bibliothèque…
— ○ ⏳ — — — — — —
50826
AllRates-Today
Provides real-time foreign-exchange rates, historical data, and multi-currency …
— ○ ⏳ — — — — — —
50827
caravanglory
Enables AI assistants to directly control the Cocos Creator 3.8.x editor via MC…
— ○ ⏳ — N/A N/A — — —
50828
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
— ○ ⏳ — N/A N/A — — —
50829
michelebergo
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
— ○ ⏳ — N/A N/A — — —
50830
Abdulkereem
Aza MCP Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
— ○ ⏳ — — — — — —
50831
yasg1988
tuvio-vacuum Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
— ○ ⏳ — N/A N/A — — —
50832
kevinkiklee
Generates videos using Google Gemini Veo from text prompts with optional aspect…
— ○ ⏳ — — — — — —
50833
hovav698
Enables AI assistants to create and query multi-dimensional vector indexes from…
— ○ ⏳ — N/A N/A — — —
50834
tamago-labs
Aptos MCP Claim
Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation…
— ○ ⏳ — N/A N/A — — —
50835
jg-cordeiro
MCP server to query public open data from Recife, Brazil using natural language…
— ○ ⏳ — N/A N/A — — —
50836
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
— ○ ⏳ — N/A N/A — — —
50837
deswong
openhab Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
— ○ ⏳ — — — — — —
50838
marianfoo
Provides ABAP developers with unified search, document retrieval, feature matri…
— ○ ⏳ — N/A N/A — — —
50839 — ○ ⏳ — N/A N/A — 95 —
50840
ziyuyu23
A read-only MCP server that lets an LLM inspect an AWS account — list EC2 insta…
— ○ ⏳ — — — — — —
50841
wakiwaki99
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
— ○ ⏳ — — — — 81 —
50842
seyficembaskin
seyfiland Claim
— ○ ⏳ — N/A N/A — 95 —
50843
maqitong
hist-bridge Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
— ○ ⏳ — N/A N/A — — —
50844
Floppydata
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
— ○ ⏳ — — — — — —
50845
MGhunch
dot-mcp Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
— ○ ⏳ — — — — — —
50846
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
— ○ ⏳ — — — — — —
50847
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
— ○ ⏳ — — — — 81 —
50848
BajpaiH22
Enables travel planning through natural language, providing weather forecasts, …
— ○ ⏳ — — — — — —
50849
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
— ○ ⏳ — N/A N/A — — —
50850
gunjanjp
A comprehensive Model Context Protocol (MCP) server that enables Claude and oth…
— ○ ⏳ — N/A N/A — — —
Showing 50801–50850 of 69199 servers