MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63951 |
duckdb
Claim
|
— | ||||||||
| 63952 |
llm-reviewer
Claim
MCP server for reviewing code changes using LLMs, supporting Copilot, Ollama, a…
|
— | ||||||||
| 63953 |
Crypto prices, market overview, DeFi TVL, whale flows & anomaly scans for tradi…
|
— | ||||||||
| 63954 |
founden-mcp
Claim
Build your company over chat: website, app, and admin built in the cloud. One A…
|
— | ||||||||
| 63955 |
@aauth/praca
Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
|
— | ||||||||
| 63956 |
claude-to-agy
Claim
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
|
— | ||||||||
| 63957 |
mev-mcp
Claim
An MCP server for inspecting MEV-relevant activity on Polygon, providing tools …
|
— | ||||||||
| 63958 |
WaterTAP Engine MCP
Claim
A water treatment process simulation engine that exposes WaterTAP capabilities …
|
— | ||||||||
| 63959 |
muninn-local-mcp
Claim
A local-first MCP server providing persistent, project-scoped and global memory…
|
— | ||||||||
| 63960 |
x402-commodity-mcp
Claim
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
|
— | ||||||||
| 63961 |
Production-grade cryptography toolkit with 31 MCP tools for classical, PQC, and…
|
— | ||||||||
| 63962 |
eds-mcp-server
Claim
Enables AI agents to access design system tokens and component contracts throug…
|
— | ||||||||
| 63963 |
excel-mcp-server-minio
Claim
基于Excel MCP Server扩展,支持通过Minio远程存储访问和编辑Excel文件,实现上传、读取、修改及下载链接返回。
|
— | ||||||||
| 63964 |
boothcheck
Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
|
— | ||||||||
| 63965 |
ocp-mcp
Claim
An MCP server for managing multiple OpenShift Container Platform (OCP) clusters…
|
— | ||||||||
| 63966 |
mcp-roo-memory
Claim
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
|
— | ||||||||
| 63967 |
workspace-build-mcp
Claim
Builds an Angular UI library and npm-links it into a consumer app, with support…
|
— | ||||||||
| 63968 |
Noesis MCP Server
Claim
Provides persistent, cross-session memory for AI agents using a wave-based scor…
|
— | ||||||||
| 63969 |
tia-connect
Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
|
— | ||||||||
| 63970 |
mcp-server-ai-bot
Claim
An MCP server integrating Google Gemini LLM for intelligent customer service, p…
|
— | ||||||||
| 63971 |
safe-code-mcp
Claim
A local MCP server that provides controlled repository access with policy-based…
|
— | ||||||||
| 63972 |
Cloudflare Workers MCP server: llm-output-quality-monitor
|
— | ||||||||
| 63973 |
SD Elements MCP Server
Claim
A Model Context Protocol server that provides SD Elements API integration. This…
|
— | ||||||||
| 63974 |
re-apktool
Claim
MCP server for Android APK triage, providing tools to parse APK headers, list D…
|
— | ||||||||
| 63975 |
kuantokusta-mcp
Claim
Enables searching for products on KuantoKusta.pt with filters and retrieving de…
|
— | ||||||||
| 63976 |
A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-E…
|
— | ||||||||
| 63977 |
MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS …
|
— | ||||||||
| 63978 |
Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federat…
|
— | ||||||||
| 63979 |
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and aut…
|
— | ||||||||
| 63980 |
ghost-mcp
Claim
MCP server for managing Ghost blogs from AI coding editors. Create, edit, publi…
|
— | ||||||||
| 63981 |
MCP DB Server
Claim
Enables AI agents to query databases via natural language using the Model Conte…
|
— | ||||||||
| 63982 |
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
|
— | ||||||||
| 63983 |
|
— | ||||||||
| 63984 |
MCP Server Ollama
Claim
Enables natural language management of blog posts and comments through a decoup…
|
— | ||||||||
| 63985 |
Hive Passport
Claim
Hive Passport MCP
|
— | ||||||||
| 63986 |
StateLode
Claim
Shared task layer for AI coding agents. One MCP surface: task_search, task_get,…
|
— | ||||||||
| 63987 |
Bazi MCP
Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
|
— | ||||||||
| 63988 |
AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; …
|
— | ||||||||
| 63989 |
gpt-mcp
Claim
A local MCP server that enables Claude to generate images using the OpenAI API.
|
— | ||||||||
| 63990 |
An MCP server that enables searching Korean government startup grants, checking…
|
— | ||||||||
| 63991 |
MCP Gateway
Claim
A service orchestration layer for the Model Context Protocol. Manages multiple …
|
— | ||||||||
| 63992 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
|
— | ||||||||
| 63993 |
py-mcp-server-template
Claim
A template for creating custom MCP servers in Python using uv, with integration…
|
— | ||||||||
| 63994 |
ast-editor
Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
|
— | ||||||||
| 63995 |
spherical-memory-mcp
Claim
Enables AI agents to store and recall memories in a spherical coordinate space …
|
— | ||||||||
| 63996 |
NerdExam
Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
|
— | ||||||||
| 63997 |
WordPress MCP Python
Claim
A lightweight MCP server that connects to WordPress via REST API, enabling cont…
|
— | ||||||||
| 63998 |
paraph-mcp
Claim
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
|
— | ||||||||
| 63999 |
mcp-gera-nexus
Claim
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
|
— | ||||||||
| 64000 |
agents-chat-mcp
Claim
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
|
— | ||||||||