MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1051 |
A server for task orchestration and coordination, facilitating task management …
|
B 81 5⁄4 | ||||||||
| 1052 |
Enables AI assistants to interact with Obsidian vaults through file operations …
|
B 81 5⁄4 | ||||||||
| 1053 |
Interact with the Beans CLI issue tracker agentically
|
B 81 5⁄4 | ||||||||
| 1054 |
Create polished, professional PDFs from a single prompt. Documentation, reports…
|
B 81 5⁄5 | ||||||||
| 1055 |
Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
|
B 81 5⁄4 | ||||||||
| 1056 |
A lightweight and extendable MCP server toolkit that allows developers to build…
|
B 81 5⁄5 | ||||||||
| 1057 |
A semantic browser runtime for AI agents that replaces raw HTML with structured…
|
B 81 5⁄4 | ||||||||
| 1058 |
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
|
B 81 5⁄5 | ||||||||
| 1059 |
A high-performance, persistent memory system for the Model Context Protocol (MC…
|
B 81 5⁄5 | ||||||||
| 1060 |
web2mcp
Claim
Generate an MCP for any web app
|
B 81 5⁄4 | ||||||||
| 1061 |
MCP Joplin Server
Claim
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
|
B 81 5⁄4 | ||||||||
| 1062 |
financial-data
Claim
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
|
B 81 5⁄4 | ||||||||
| 1063 |
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
|
B 81 5⁄4 | ||||||||
| 1064 |
Australian legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1065 |
claude-tools-mcp
Claim
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
|
B 81 5⁄4 | ||||||||
| 1066 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
|
B 81 5⁄5 | ||||||||
| 1067 |
Enables local LLMs to search the web and fetch clean content from URLs without …
|
B 81 5⁄4 | ||||||||
| 1068 |
Enables AI models to interact with Harbor container registries to manage projec…
|
B 81 5⁄5 | ||||||||
| 1069 |
An enhanced Windows CLI MCP server providing unrestricted system access capabil…
|
B 81 5⁄4 | ||||||||
| 1070 |
Enables AI assistants to view and analyze screenshots from React Native/Expo ap…
|
B 81 5⁄4 | ||||||||
| 1071 |
An MCP server for Tavily's search API
|
B 81 5⁄4 | ||||||||
| 1072 |
A proof of concept MCP server for Apache OFBiz
|
B 81 5⁄4 | ||||||||
| 1073 |
EasySend file sharing MCP server - upload, download and share files. No authent…
|
B 81 4⁄4 | ||||||||
| 1074 |
prompt-decorators
Claim
A standardized framework for enhancing how LLMs process and respond to prompts …
|
B 81 5⁄5 | ||||||||
| 1075 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 1076 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 1077 |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
|
B 81 5⁄5 | ||||||||
| 1078 |
Local MCP server that shows AI agents which patterns your team actually uses, w…
|
B 81 4⁄4 | ||||||||
| 1079 |
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
|
B 81 5⁄5 | ||||||||
| 1080 |
Real-time world news for AI agents — events clustered from hundreds of sources,…
|
B 81 5⁄4 | ||||||||
| 1081 |
Real-time cost awareness for MCP agent workflows
|
B 81 4⁄4 | ||||||||
| 1082 |
|
B 81 5⁄4 | ||||||||
| 1083 |
阿里云容器服务MCP Server,将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集,支持通过自然语言与AI助手交…
|
B 81 5⁄4 | ||||||||
| 1084 |
Integrates MATLAB with AI to execute code, generate scripts from natural langua…
|
B 81 5⁄5 | ||||||||
| 1085 |
Record any browser page as GIF or video. AI-driven demo recording with scroll/c…
|
B 81 4⁄4 | ||||||||
| 1086 |
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
|
B 81 5⁄4 | ||||||||
| 1087 |
Model Context Protocol (MCP) server for the Zotero API, in Python
|
B 81 5⁄5 | ||||||||
| 1088 |
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatica…
|
B 81 5⁄5 | ||||||||
| 1089 |
Swiss law database — nFADP/DSG, information security, telecommunications with f…
|
B 81 5⁄4 | ||||||||
| 1090 |
Provides intelligent context management for AI development sessions, allowing u…
|
B 81 5⁄4 | ||||||||
| 1091 |
An MCP server for reliable iOS Simulator automation that enables agents to cont…
|
B 81 5⁄5 | ||||||||
| 1092 |
A server that enables AI assistants to access Polarsteps travel data, allowing …
|
B 81 5⁄4 | ||||||||
| 1093 |
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
|
B 81 5⁄5 | ||||||||
| 1094 |
An MCP server for web intelligence extraction that provides 55 tools for extrac…
|
B 81 4⁄4 | ||||||||
| 1095 |
A dedicated MCP (Model Context Protocol) server for recording and organizing co…
|
B 81 5⁄5 | ||||||||
| 1096 |
Luno MCP Server
Claim
Luno MCP Server
|
B 81 5⁄5 | ||||||||
| 1097 |
Allows the AI to read from your local Apple Notes database (macOS only)
|
B 81 5⁄4 | ||||||||
| 1098 |
BoJ-server
Claim
Unified capability catalogue with formally verified cartridges, distributed com…
|
B 81 5⁄4 | ||||||||
| 1099 |
A MCP server for Storybook.
|
B 81 5⁄5 | ||||||||
| 1100 |
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
|
B 81 5⁄5 | ||||||||