MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21951 |
Enables LLMs to manage Apifox API projects, including listing, creating, updati…
|
C 67 4⁄3 | ||||||||
| 21952 |
|
C 67 3⁄3 | ||||||||
| 21953 |
Intelligent AI routing and integration platform for seamless provider switching
|
C 67 4⁄3 | ||||||||
| 21954 |
Real-time stocks, company fundamentals, FRED economic indicators (800k+ series)…
|
C 67 3⁄3 | ||||||||
| 21955 |
An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to …
|
C 67 4⁄3 | ||||||||
| 21956 |
notion-mcp-server
Claim
A comprehensive Model Context Protocol (MCP) server for Notion integration with…
|
C 67 4⁄4 | ||||||||
| 21957 |
A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux…
|
C 67 3⁄3 | ||||||||
| 21958 |
MCP server that searches Baseline status using Web Platform API
|
C 67 4⁄3 | ||||||||
| 21959 |
MCP server for picoli.site - URL shortening and click analytics for AI agents
|
C 67 4⁄3 | ||||||||
| 21960 |
vancouver
Claim
Simple MCP server library for Elixir.
|
C 67 3⁄3 | ||||||||
| 21961 |
A high-performance CLI tool that provides semantic code search, advanced archit…
|
C 67 4⁄4 | ||||||||
| 21962 |
An MCP server that enables AI assistants to control Blender through 108 special…
|
C 67 3⁄3 | ||||||||
| 21963 |
NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII …
|
C 67 3⁄3 | ||||||||
| 21964 |
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
|
C 67 3⁄3 | ||||||||
| 21965 |
Enables complete management of X (Twitter) accounts through a single API key, s…
|
C 67 4⁄4 | ||||||||
| 21966 |
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
|
C 67 3⁄3 | ||||||||
| 21967 |
mcp
Claim
Easily find and fix security issues in your applications leveraging Snyk platfo…
|
C 67 4⁄3 | ||||||||
| 21968 |
A lightweight, centralized control plane server that enables management of mult…
|
C 67 4⁄4 | ||||||||
| 21969 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 21970 |
mcp
Claim
Real email and SMS for AI agents — send mail, receive verification codes, drive…
|
C 67 4⁄3 | ||||||||
| 21971 |
Model Context Protocol Benchmark Runner
|
C 67 4⁄3 | ||||||||
| 21972 |
|
C 67 3⁄3 | ||||||||
| 21973 |
MCP server for Tilda API — projects, pages. 3 tools.
|
C 67 3⁄3 | ||||||||
| 21974 |
MCP Gateway
Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
|
C 67 3⁄3 | ||||||||
| 21975 |
claudit-sec
Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
|
C 67 3⁄3 | ||||||||
| 21976 |
code-index-mcp
Claim
A Model Context Protocol (MCP) server that helps large language models index, s…
|
C 67 4⁄3 | ||||||||
| 21977 |
Enables AI agents to create, manage, and search hierarchical plans with phases,…
|
C 67 4⁄4 | ||||||||
| 21978 |
A Model Context Protocol (MCP) server that empowers LLMs to search across speci…
|
C 67 3⁄3 | ||||||||
| 21979 |
Mob
Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
|
C 67 4⁄4 | ||||||||
| 21980 |
|
C 67 3⁄3 | ||||||||
| 21981 |
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
|
C 67 4⁄4 | ||||||||
| 21982 |
AutoMem MCP provides persistent memory for AI assistants, enabling them to reca…
|
C 67 5⁄5 | ||||||||
| 21983 |
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
|
C 67 3⁄3 | ||||||||
| 21984 |
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
|
C 67 4⁄3 | ||||||||
| 21985 |
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistant…
|
C 67 3⁄3 | ||||||||
| 21986 |
Manage environment variables and application settings securely through a hosted…
|
C 67 3⁄3 | ||||||||
| 21987 |
A Message Control Protocol server that runs PHP tests and static analysis tools…
|
C 67 4⁄3 | ||||||||
| 21988 |
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
|
C 67 4⁄3 | ||||||||
| 21989 |
An MCP server that enables AI assistants to manage content, media, and schemas …
|
C 67 4⁄4 | ||||||||
| 21990 |
Enables AI assistants to interact with Kubernetes clusters through 50 specializ…
|
C 67 4⁄4 | ||||||||
| 21991 |
An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local s…
|
C 67 3⁄3 | ||||||||
| 21992 |
A plug-and-play MCP server that enables AI assistants to browse, search, and re…
|
C 67 4⁄4 | ||||||||
| 21993 |
Provides demo tools for addition, mock weather data, and username generation.
|
C 67 3⁄3 | ||||||||
| 21994 |
Provides traditional Chinese lunar calendar information including auspicious da…
|
C 67 4⁄4 | ||||||||
| 21995 |
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
|
C 67 4⁄4 | ||||||||
| 21996 |
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
|
C 67 4⁄3 | ||||||||
| 21997 |
Anthropic's github MCP server, but better. Support for more endpoints. Includin…
|
C 67 4⁄4 | ||||||||
| 21998 |
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
|
C 67 3⁄3 | ||||||||
| 21999 |
A minimal server that exposes Playwright browser automation capabilities throug…
|
C 67 4⁄3 | ||||||||
| 22000 |
Enables AI assistants to interact with Rockfish's machine learning platform thr…
|
C 67 4⁄4 | ||||||||