MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41201 |
Helps systematically refine vague ideas into well-structured prompts through gu…
|
— | ||||||||
| 41202 |
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
|
— | ||||||||
| 41203 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
|
— | ||||||||
| 41204 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
|
— | ||||||||
| 41205 |
Jenkins MCP Server
Claim
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
|
— | ||||||||
| 41206 |
circuit-sim-mcp
Claim
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
|
— | ||||||||
| 41207 |
runwayMCP
Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
|
— | ||||||||
| 41208 |
NCBI Datasets MCP Server
Claim
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
|
— | ||||||||
| 41209 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
|
— | ||||||||
| 41210 |
Blender MCP Server
Claim
Enables AI-powered 3D content creation in Blender through natural language, inc…
|
— | ||||||||
| 41211 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
|
— | ||||||||
| 41212 |
mcp-server-gsc
Claim
|
— | ||||||||
| 41213 |
mcp-server-splunk-oncall
Claim
MCP server for the Splunk On-Call (VictorOps) API providing comprehensive incid…
|
— | ||||||||
| 41214 |
@gstcranes/mcp-server
Claim
Provides access to public GST Cranes resources including company records, Crane…
|
— | ||||||||
| 41215 |
Enables natural language management of Google Tag Manager resources including a…
|
— | ||||||||
| 41216 |
airglow
Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
|
— | ||||||||
| 41217 |
Gmail Local MCP
Claim
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
|
— | ||||||||
| 41218 |
selenium-mcp-server
Claim
A Model Context Protocol server for browser automation using Selenium WebDriver…
|
— | ||||||||
| 41219 |
Exposes real-time soil sensor metrics as MCP Resources and irrigation valve con…
|
— | ||||||||
| 41220 |
Hammer MCP
Claim
Enables generating CAD files through DXF drafting and OpenSCAD operations, with…
|
— | ||||||||
| 41221 |
SERP API Server
Claim
Analyze search engine results, conduct keyword research, and perform competitor…
|
— | ||||||||
| 41222 |
proxmox-mcp
Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
|
— | ||||||||
| 41223 |
database-mcp-server
Claim
A Model Context Protocol server for unified database access and management, sup…
|
— | ||||||||
| 41224 |
simple-browser-use-mcp
Claim
An MCP server for automating browser tasks using the Browser Use API. Provides …
|
— | ||||||||
| 41225 |
Notion MCP Integration
Claim
Enables Claude to manage a personal todo list in Notion, with capabilities to a…
|
— | ||||||||
| 41226 |
Access East Baton Rouge Parish open geospatial data (parcels, addresses, public…
|
— | ||||||||
| 41227 |
gemini-grounded-search
Claim
MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search…
|
— | ||||||||
| 41228 |
serial-mcp
Claim
MCP server for serial port communication. Provides tools to open, read, write, …
|
— | ||||||||
| 41229 |
PIM Me
Claim
Azure PIM role activation MCP server allowing role activation through natural l…
|
— | ||||||||
| 41230 |
xmind-mcp
Claim
Enables AI assistants to read and write XMind mind map files, allowing generati…
|
— | ||||||||
| 41231 |
context-overflow-mcp
Claim
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
|
— | ||||||||
| 41232 |
MachineElf
Claim
Routes urgent alerts from autonomous AI agents to human operators with idempote…
|
— | ||||||||
| 41233 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
|
— | ||||||||
| 41234 |
anchor-compliance
Claim
Australian advertising & marketing compliance for AI assistants. Scan websites,…
|
— | ||||||||
| 41235 |
mcp-scholaris
Claim
Searches and retrieves academic papers from open access sources like arXiv, Sem…
|
— | ||||||||
| 41236 |
design-canvas-mcp
Claim
Enables AI agents to manage routes on the Design Canvas infinite canvas app, in…
|
— | ||||||||
| 41237 |
Delivers curated documentation, quickstart commands, and stack recommendations …
|
— | ||||||||
| 41238 |
mcp-deezer
Claim
Enables searching and retrieving metadata from Deezer's public catalog includin…
|
— | ||||||||
| 41239 |
syncro-mcp
Claim
MCP server for Syncro MSP that enables managing customers, tickets, assets, con…
|
— | ||||||||
| 41240 |
MeetGeek MCP Server
Claim
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
|
— | ||||||||
| 41241 |
gomoku-mcp-server
Claim
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
|
— | ||||||||
| 41242 |
Enables AI-powered business intelligence queries on Elasticsearch data using na…
|
— | ||||||||
| 41243 |
Butterbase
Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
|
— | ||||||||
| 41244 |
knowledge-graph-mcp
Claim
|
— | ||||||||
| 41245 |
ntis-mcp
Claim
MCP server for Korea's NTIS (National Science and Technology Information Servic…
|
— | ||||||||
| 41246 |
voz-knowledge-mcp
Claim
Crawl and archive VOZ threads, with search and summarization capabilities for A…
|
— | ||||||||
| 41247 |
mcp-cvr-dk
Claim
Enables querying the Danish Central Business Register (CVR) for company data th…
|
— | ||||||||
| 41248 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
|
— | ||||||||
| 41249 |
pdf-card-mcp
Claim
Converts local PDFs into source-linked, card-based standalone HTML readers with…
|
— | ||||||||
| 41250 |
meal-planner-ai-mcp
Claim
meal-planner-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||