MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48851 |
custom-agent
Claim
|
— | ||||||||
| 48852 |
cook-tool
Claim
浏览全部可用菜品并快速查看菜单。获取菜品详细介绍,帮你更快做出点餐决策。
|
— | ||||||||
| 48853 |
puppeteer-mcp-claude
Claim
Browser automation MCP server for Claude, powered by Puppeteer.
|
— | ||||||||
| 48854 |
Local Brain MCP
Claim
A local MCP server for AI assistants to store and retrieve personal memories on…
|
— | ||||||||
| 48855 |
slurm_MCP
Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
|
— | ||||||||
| 48856 |
mcp-creatio
Claim
MCP server for Creatio CRM that enables AI assistants to read, create, update, …
|
— | ||||||||
| 48857 |
Enables blockchain security analysis using GoPlus Security API, providing rug p…
|
— | ||||||||
| 48858 |
redmine-mcp
Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
|
— | ||||||||
| 48859 |
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
|
— | ||||||||
| 48860 |
reminders-mcp
Claim
MCP plugin that exposes Apple Reminders to a Claude Code agent, enabling creati…
|
— | ||||||||
| 48861 |
Ninar AI
Claim
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 mo…
|
— | ||||||||
| 48862 |
Personal Info MCP
Claim
Stores and retrieves personal information fields securely, allowing Claude to a…
|
— | ||||||||
| 48863 |
vibecode-checker
Claim
MCP server that enables AI coding tools to scan projects for security vulnerabi…
|
— | ||||||||
| 48864 |
QuantJourney MCP Server
Claim
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
|
— | ||||||||
| 48865 |
MCP Memory System
Claim
Enables AI assistants to maintain persistent conversations and context between …
|
— | ||||||||
| 48866 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
|
— | ||||||||
| 48867 |
obsidian-hybrid-search
Claim
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
|
— | ||||||||
| 48868 |
memory-quality-mcp
Claim
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
|
— | ||||||||
| 48869 |
jaamun
Claim
|
— | ||||||||
| 48870 |
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers…
|
— | ||||||||
| 48871 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
|
— | ||||||||
| 48872 |
chronicle-mcp
Claim
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
|
— | ||||||||
| 48873 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
|
— | ||||||||
| 48874 |
einvoice-mcp
Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
|
— | ||||||||
| 48875 |
knowmind
Claim
Knowledge graph & long-term memory for AI agents: recall, relations, store, sta…
|
— | ||||||||
| 48876 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
|
— | ||||||||
| 48877 |
Odds-API MCP Server
Claim
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
|
— | ||||||||
| 48878 |
Enables automated LinkedIn growth by posting, commenting, and managing connecti…
|
— | ||||||||
| 48879 |
mcp-server-joeleesuh
Claim
|
— | ||||||||
| 48880 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
|
— | ||||||||
| 48881 |
mcp-ubergraph-query
Claim
Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoin…
|
— | ||||||||
| 48882 |
Generate identity-locked 4K images and 5-second vertical videos from a single r…
|
— | ||||||||
| 48883 |
test-smithery-server
Claim
|
— | ||||||||
| 48884 |
vapi-ai-mcp
Claim
|
— | ||||||||
| 48885 |
avengers-squad
Claim
|
— | ||||||||
| 48886 |
pmcp
Claim
A Prometheus Model Context Protocol Server.
|
— | ||||||||
| 48887 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
|
— | ||||||||
| 48888 |
BigQuery MCP Server
Claim
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
|
— | ||||||||
| 48889 |
MCP server for the Infomaniak Contacts API, enabling listing and searching cont…
|
— | ||||||||
| 48890 |
bluesky-mcp-server
Claim
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
|
— | ||||||||
| 48891 |
otg-mcp
Claim
Enables interaction with Open Traffic Generators (OTG) through a standardized A…
|
— | ||||||||
| 48892 |
Helps design, validate, and generate Adobe Experience Manager Assets API reques…
|
— | ||||||||
| 48893 |
krx-cli
Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
|
— | ||||||||
| 48894 |
clipboard-mcp-server
Claim
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
|
— | ||||||||
| 48895 |
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
|
— | ||||||||
| 48896 |
assiststudio-runner
Claim
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
|
— | ||||||||
| 48897 |
MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain…
|
— | ||||||||
| 48898 |
MCP Server for ZeroEntropy collections, top documents and rerankers
|
— | ||||||||
| 48899 |
CodeRide
Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
|
— | ||||||||
| 48900 |
CropProphEU
Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
|
— | ||||||||