MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54251 |
reminders-mcp
Claim
An MCP server for managing Apple Reminders via remindctl on macOS, integrating …
|
— | ||||||||
| 54252 |
Video Tools MCP
Claim
An MCP server enabling video processing via natural language: transcription wit…
|
— | ||||||||
| 54253 |
mcp-data-lens
Claim
Enables users to ask questions about their spreadsheets in plain English and re…
|
— | ||||||||
| 54254 |
SMU Schedule MCP Server
Claim
Enables management and querying of Sangmyung University schedules, meal plans, …
|
— | ||||||||
| 54255 |
w3-mcp-server-qdrant
Claim
Python MCP server for vector search using Qdrant vector database and Ollama emb…
|
— | ||||||||
| 54256 |
Syncs and retrieves daily nutrition data (meals and macros) from Fitatu via MCP…
|
— | ||||||||
| 54257 |
code-vector-sync
Claim
Enables semantic code search over a local codebase using Qdrant vector embeddin…
|
— | ||||||||
| 54258 |
PRDforge
Claim
Enables Claude to read and write product requirement documents section by secti…
|
— | ||||||||
| 54259 |
mcp-airflow
Claim
Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and ta…
|
— | ||||||||
| 54260 |
nexus-mcp
Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
|
— | ||||||||
| 54261 |
autoMate
Claim
A personal AI assistant server that provides MCP tools for notes, files, remind…
|
— | ||||||||
| 54262 |
Recruitee MCP Server
Claim
Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
|
— | ||||||||
| 54263 |
Enables live preview of Storybook components inside the IDE as the AI edits the…
|
— | ||||||||
| 54264 |
mcp-graphify-autotrigger
Claim
Provides efficient knowledge-graph queries and unrestricted shell delegation fo…
|
— | ||||||||
| 54265 |
ObsidianMCP
Claim
Enables Claude to interact with an Obsidian vault via the Local REST API plugin…
|
— | ||||||||
| 54266 |
Query the official Spanish medicines database (AEMPS CIMA) for authorized medic…
|
— | ||||||||
| 54267 |
zaxy
Claim
Event-sourced agent memory on a hash-chained append-only log with an embedded t…
|
— | ||||||||
| 54268 |
Weclapp MCP Server
Claim
An MCP server that enables AI to manage parties (companies and individuals) in …
|
— | ||||||||
| 54269 |
Shodai Agreements
Claim
MCP server for defining, validating, deploying, and operating Shodai machine-re…
|
— | ||||||||
| 54270 |
dtrpg-mcp
Claim
Enables searching your DriveThruRPG library and the public catalog for tabletop…
|
— | ||||||||
| 54271 |
smitheryfy
Claim
|
— | ||||||||
| 54272 |
Spec-Driven MCP Server
Claim
Enables specification-driven development workflows for AI editors by managing s…
|
— | ||||||||
| 54273 |
Drupal Bridge MCP
Claim
Enables AI assistants to interact with Drupal sites through MCP tools, with aut…
|
— | ||||||||
| 54274 |
Prop Trading MCP Server
Claim
An MCP server that exposes futures prop firm data and personalized recommendati…
|
— | ||||||||
| 54275 |
genai_sandbox
Claim
|
— | ||||||||
| 54276 |
x402 Stellar MCP Server
Claim
Enables AI agents to pay for protected HTTP resources using Stellar USDC via th…
|
— | ||||||||
| 54277 |
loupe
Claim
Unifies five public US-government drug datasets into a single sourced page per …
|
— | ||||||||
| 54278 |
A Model Context Protocol (MCP) server that learns from your video editing behav…
|
— | ||||||||
| 54279 |
SIMcloud
Claim
SIMcloud is a hosted South African MCP server for wallet balance checks, networ…
|
— | ||||||||
| 54280 |
Daily MCP Server
Claim
Provides integration with the Daily Time Tracking API, allowing users to get us…
|
— | ||||||||
| 54281 |
mcp-claude-memory
Claim
A smart, self-maintaining memory system for Claude Code that persists across ma…
|
— | ||||||||
| 54282 |
slack-fast-mcp
Claim
A Slack MCP server that gives AI assistants tools to read, search, and interact…
|
— | ||||||||
| 54283 |
mind-mcp
Claim
An MCP server that gives AI citizens access to a shared knowledge graph governe…
|
— | ||||||||
| 54284 |
Luxxon
Claim
On-demand live vision MCP for AI agents — open a session at a lat/lng, receive …
|
— | ||||||||
| 54285 |
gsap-mcp
Claim
A static code generation server for GSAP animations. It provides 18 tools to ge…
|
— | ||||||||
| 54286 |
NIH Research MCP Demo
Claim
Enables interaction with synthetic NIH-style clinical research data through too…
|
— | ||||||||
| 54287 |
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
|
— | ||||||||
| 54288 |
todoistcoops1895
Claim
|
— | ||||||||
| 54289 |
DevRev MCP
Claim
An unofficial MCP server for DevRev integration, enabling AI assistants to sear…
|
— | ||||||||
| 54290 |
全球海关贸易数据 MCP
Claim
提供全球238个国家/地区的进出口贸易数据查询,支持按企业名称、产品关键字、HS编码等多维度联合搜索。
|
— | ||||||||
| 54291 |
mascope-mcp
Claim
World MiniApp reviews and analytics — verified human ratings via World ID
|
— | ||||||||
| 54292 |
BrandKity MCP Server
Claim
Enables AI agents to create, manage, and publish brand kits with colors, typogr…
|
— | ||||||||
| 54293 |
gobuster-mcp
Claim
A Model Context Protocol (MCP) server for Gobuster that enables AI assistants t…
|
— | ||||||||
| 54294 |
node804-claude-code-mcp
Claim
MCP server for reading Claude Code session history from the local filesystem, e…
|
— | ||||||||
| 54295 |
semantic-scholar-mcp
Claim
Enables searching academic papers on Semantic Scholar and downloading their PDF…
|
— | ||||||||
| 54296 |
apple-mcp
Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
|
— | ||||||||
| 54297 |
context-passport
Claim
|
— | ||||||||
| 54298 |
VkusVill MCP Server
Claim
MCP server for VkusVill grocery store, enabling product search, details retriev…
|
— | ||||||||
| 54299 |
data-gov-sg
Claim
Enables access to Singapore government open data and real-time environment/tran…
|
— | ||||||||
| 54300 |
waitloop
Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
|
— | ||||||||