MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38151 |
gmail-mcp-server
Claim
Enables AI-powered inbox management with natural language commands through Clau…
|
— | ||||||||
| 38152 |
A Model Context Protocol (MCP) server that connects LLMs to the Zendesk Support…
|
— | ||||||||
| 38153 |
Upstox MCP Server
Claim
A lightweight, plugin-based MCP server for trading and fund analysis using Upst…
|
— | ||||||||
| 38154 |
Google MCP Server
Claim
Integrates with Google Docs and Gmail to enable document editing and email draf…
|
— | ||||||||
| 38155 |
Canvas LMS MCP Server
Claim
Enables AI assistants to access Canvas LMS course content, including assignment…
|
— | ||||||||
| 38156 |
AI Team OS
Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
|
— | ||||||||
| 38157 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
|
— | ||||||||
| 38158 |
Dataline MCP Server
Claim
MCP server exposing read-only market data tools for crypto prices, funding rate…
|
— | ||||||||
| 38159 |
Swagger MCP Adapter
Claim
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
|
— | ||||||||
| 38160 |
opensprinkler-mcp
Claim
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
|
— | ||||||||
| 38161 |
bahmni-mcp
Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
|
— | ||||||||
| 38162 |
image-mcp
Claim
Provides 80+ image processing tools including AI generation, background removal…
|
— | ||||||||
| 38163 |
bridge-mcp-server
Claim
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
|
— | ||||||||
| 38164 |
fred-mcp
Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
|
— | ||||||||
| 38165 |
Sensors MCP Server
Claim
Enables AI assistants to query and analyze user behavior data from the Sensors …
|
— | ||||||||
| 38166 |
research-loop
Claim
Enables AI-moderated interviews that become cited, searchable transcripts, with…
|
— | ||||||||
| 38167 |
volcengine-mcp-server
Claim
MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
|
— | ||||||||
| 38168 |
Boardstate MCP Server
Claim
Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
|
— | ||||||||
| 38169 |
glyphs-mcp
Claim
MCP bridge for AI-assisted type design in GlyphsApp. Lets Claude, Cursor, or an…
|
— | ||||||||
| 38170 |
Memstem
Claim
A standalone memory service that provides a unified, pull-based knowledge store…
|
— | ||||||||
| 38171 |
Tailscale MCP Server
Claim
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
|
— | ||||||||
| 38172 |
Omnichannel MCP
Claim
Transforms a single natural language prompt into a synchronized distribution of…
|
— | ||||||||
| 38173 |
rms-mcp
Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
|
— | ||||||||
| 38174 |
addgene-mcp
Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
|
— | ||||||||
| 38175 |
gcloud-log-reader
Claim
|
— | ||||||||
| 38176 |
MCP Weather Server
Claim
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
|
— | ||||||||
| 38177 |
transit-mcp
Claim
MCP server for Japanese public transit journey planning with interactive map UI…
|
— | ||||||||
| 38178 |
Obsidian HTTP MCP
Claim
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
|
— | ||||||||
| 38179 |
meican-mcp
Claim
美餐MCP服务器,支持查询餐次、餐厅、菜单和订单,以及下单和取消订单操作。
|
— | ||||||||
| 38180 |
Motion MCP Server
Claim
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
|
— | ||||||||
| 38181 |
time-tracker-ai-mcp
Claim
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
|
— | ||||||||
| 38182 |
MCP Task
Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
|
— | ||||||||
| 38183 |
google-fonts-mcp
Claim
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
|
— | ||||||||
| 38184 |
ralph-loop-mcp
Claim
Automates a three-phase development workflow: planning, spec generation, and it…
|
— | ||||||||
| 38185 |
deeptempo-mcp-servers
Claim
Provides tools for DeepTempo AI SOC including findings and case management, inv…
|
— | ||||||||
| 38186 |
Hiito MCP Server
Claim
Enables AI assistants to query nearby parties, retrieve party details, and gene…
|
— | ||||||||
| 38187 |
ai-counsel
Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
|
— | ||||||||
| 38188 |
MCP AWS Monitor
Claim
Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more t…
|
— | ||||||||
| 38189 |
mcp-lokalise-server
Claim
An MCP server for managing Lokalise translations, enabling creation, retrieval,…
|
— | ||||||||
| 38190 |
synauth-mcp
Claim
Biometric authorization for AI agent actions via Face ID on iPhone, enabling se…
|
— | ||||||||
| 38191 |
Provides a standardized interface for interacting with Semanticscholar's tools …
|
— | ||||||||
| 38192 |
eph-context
Claim
Provides official INDEC register designs and methodological rules to AI models,…
|
— | ||||||||
| 38193 |
Weather MCP Server
Claim
A production-ready MCP server that provides real-time weather information, fore…
|
— | ||||||||
| 38194 |
flickr-mcp
Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
|
— | ||||||||
| 38195 |
Claude Memory MCP Server
Claim
A persistent memory system for Claude using LanceDB, enabling semantic search, …
|
— | ||||||||
| 38196 |
linkedin-outreach-agent
Claim
An MCP server that enables agent-driven LinkedIn outreach across multiple accou…
|
— | ||||||||
| 38197 |
Maito MCP Server
Claim
Enables AI assistants to interact with Maito workspaces for task management, no…
|
— | ||||||||
| 38198 |
Expert MCP
Claim
Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude…
|
— | ||||||||
| 38199 |
AI Gateway MCP Server
Claim
Provides unified access to multiple AI providers through Vercel AI Gateway, ena…
|
— | ||||||||
| 38200 |
mcp-gen
Claim
Turn your typed TypeScript functions into an MCP server — tool, resource, and p…
|
— | ||||||||