MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21851 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 21852 |
Provides automated login and credential refreshing for Mingdao (HAP) using Play…
|
C 61 3⁄3 | ||||||||
| 21853 |
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
|
C 61 3⁄3 | ||||||||
| 21854 |
A Model Context Protocol server that allows AI assistants to interact with Lunc…
|
C 61 4⁄4 | ||||||||
| 21855 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 21856 |
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code vi…
|
C 61 3⁄3 | ||||||||
| 21857 |
awesome-mcp-servers
Claim
A collection of MCP servers.
|
C 61 3⁄3 | ||||||||
| 21858 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 21859 |
Credential isolation for AI agents. Inject secrets at the network boundary.
|
C 61 4⁄3 | ||||||||
| 21860 |
MCP Email Service
Claim
Enables multi-account email management with AI-powered monitoring, intelligent …
|
C 61 4⁄4 | ||||||||
| 21861 |
ast-grep MCP Server
Claim
Enables AI assistants to search and analyze codebases using Abstract Syntax Tre…
|
C 61 4⁄3 | ||||||||
| 21862 |
Provides MCP access to the BangumiTV API, allowing users to retrieve and intera…
|
C 61 4⁄4 | ||||||||
| 21863 |
A FastAPI-based microservice that analyzes job URLs and extracts detailed compa…
|
C 61 4⁄4 | ||||||||
| 21864 |
vurb.ts
Claim
The Express.js for MCP Servers. Type-safe tools · Presenters that control what …
|
C 61 4⁄3 | ||||||||
| 21865 |
The official NetLicensing MCP Server is a natural language interface that enabl…
|
C 60 4⁄4 | ||||||||
| 21866 |
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his ass…
|
C 60 4⁄3 | ||||||||
| 21867 |
Wax
Claim
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. M…
|
C 60 4⁄3 | ||||||||
| 21868 |
An MCP server that provides interaction with StackHawk's security scanning plat…
|
C 60 4⁄3 | ||||||||
| 21869 |
metis
Claim
Flight Levels work management with MCP server integration for AI agents. CLI,…
|
C 60 4⁄3 | ||||||||
| 21870 |
mcp-mianshiya-server
Claim
基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务，快速让 AI 搜索企业面试真题和答案
|
C 60 3⁄3 | ||||||||
| 21871 |
A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-genera…
|
C 60 4⁄3 | ||||||||
| 21872 |
Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready f…
|
C 60 3⁄3 | ||||||||
| 21873 |
Advanced MCP Server
Claim
Provides AI coding agents with a secure, sandboxed environment for executing co…
|
C 60 4⁄4 | ||||||||
| 21874 |
Gives AI coding assistants persistent memory, safety controls, and project awar…
|
C 60 4⁄3 | ||||||||
| 21875 |
Provides seamless integration with Trello's API to manage boards, lists, and ca…
|
C 60 4⁄4 | ||||||||
| 21876 |
A transport wrapper that exposes Contentstack MCP tools over HTTP instead of st…
|
C 60 4⁄4 | ||||||||
| 21877 |
MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML mo…
|
C 60 3⁄3 | ||||||||
| 21878 |
Enables interaction with Vertica databases through SQL queries, schema manageme…
|
C 60 4⁄4 | ||||||||
| 21879 |
A server that enables creating and editing PowerPoint presentations programmati…
|
C 60 4⁄4 | ||||||||
| 21880 |
Enables programmatic management of FortiGate firewall devices through MCP, supp…
|
C 60 4⁄4 | ||||||||
| 21881 |
Provides Azure Entra ID authenticated access to organizational development reso…
|
C 60 4⁄4 | ||||||||
| 21882 |
An MCP server that scans codebases to extract structural information (classes, …
|
C 60 4⁄4 | ||||||||
| 21883 |
awesome-mcp-security
Claim
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
|
C 60 3⁄3 | ||||||||
| 21884 |
Enables AI assistants to interact with SQL Server databases through natural lan…
|
C 60 4⁄4 | ||||||||
| 21885 |
Provides unified access to multiple homelab services including Nginx Proxy Mana…
|
C 60 4⁄4 | ||||||||
| 21886 |
An MCP server that allows AI assistants to interact with the ServiceTitan API, …
|
C 60 4⁄3 | ||||||||
| 21887 |
Kibana Log Access Server
Claim
Provide seamless access to Kibana logs through a simple API designed for effici…
|
C 60 4⁄3 | ||||||||
| 21888 |
Leaper Vision Toolkit
Claim
Convert images to desired formats or styles seamlessly. Enhance your applicatio…
|
C 60 4⁄4 | ||||||||
| 21889 |
Assay MCP Server
Claim
Policy-enforcing MCP proxy with portable evidence output.
|
C 60 4⁄3 | ||||||||
| 21890 |
A comprehensive Model Context Protocol server that enables users to interact wi…
|
C 60 4⁄4 | ||||||||
| 21891 |
Enables AI assistants to capture and analyze screen content across multi-monito…
|
C 60 4⁄3 | ||||||||
| 21892 |
Data Analysis MCP Server
Claim
Provides comprehensive statistical analysis tools for industrial data including…
|
C 60 4⁄4 | ||||||||
| 21893 |
Awesome-MCP
Claim
Awesome ModelContextProtocol resources - A curated list of MCP resources
|
C 60 3⁄3 | ||||||||
| 21894 |
Medplum
Claim
Official Medplum MCP server for healthcare automation
|
C 60 4⁄4 | ||||||||
| 21895 |
Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant s…
|
C 60 3⁄3 | ||||||||
| 21896 |
MCP Web Search Server
Claim
Enables privacy-focused web searches, social media lookups, and web archive ret…
|
C 60 4⁄4 | ||||||||
| 21897 |
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
|
C 60 4⁄4 | ||||||||
| 21898 |
Official ElevenLabs Model Context Protocol server that enables AI assistants li…
|
C 60 4⁄4 | ||||||||
| 21899 |
Enables read-only access to PostgreSQL databases with multi-tenant support, all…
|
C 60 4⁄4 | ||||||||
| 21900 |
mcpx
Claim
MCP client with connection pooling
|
C 60 4⁄3 | ||||||||