MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21851 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
|
C 68 4⁄3 | ||||||||
| 21852 |
An Elasticsearch-based AI memory system optimized for Chinese that enables pers…
|
C 68 4⁄4 | ||||||||
| 21853 |
Pay for any x402-gated content or API with USDC micropayments on Base. Discover…
|
C 68 3⁄3 | ||||||||
| 21854 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 21855 |
summon-app
Claim
Postman for MCP servers
|
C 68 4⁄3 | ||||||||
| 21856 |
|
C 68 3⁄3 | ||||||||
| 21857 |
kubefwd
Claim
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, …
|
C 68 4⁄3 | ||||||||
| 21858 |
Xiaohongshu MCP Python
Claim
Enables automated content publishing and management on Xiaohongshu (Little Red …
|
C 68 4⁄3 | ||||||||
| 21859 |
Enables building and managing knowledge workspaces with tools for ingesting con…
|
C 68 3⁄3 | ||||||||
| 21860 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 21861 |
hanzi-browse
Claim
MCP server providing browser automation for AI agents with context-aware playbo…
|
C 68 3⁄3 | ||||||||
| 21862 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||
| 21863 |
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster o…
|
C 68 4⁄4 | ||||||||
| 21864 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21865 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 21866 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||
| 21867 |
My Prompts MCP
Claim
Lightweight MCP server for providing user prompts defined in Markdown with argu…
|
C 68 3⁄3 | ||||||||
| 21868 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21869 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 21870 |
zsh-tool
Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
C 68 4⁄3 | ||||||||
| 21871 |
shinzo
Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
|
C 68 4⁄3 | ||||||||
| 21872 |
Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude
|
C 68 3⁄3 | ||||||||
| 21873 |
WinBridgeAgent
Claim
Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, …
|
C 68 4⁄3 | ||||||||
| 21874 |
AI powered automation toolkit which acts as an agent that discovers MCP servers…
|
C 68 4⁄3 | ||||||||
| 21875 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 21876 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21877 |
Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buf…
|
C 68 4⁄3 | ||||||||
| 21878 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21879 |
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI t…
|
C 68 4⁄3 | ||||||||
| 21880 |
Read-only MCP server that brings Reqable's captured HTTP traffic into Claude Co…
|
C 68 3⁄3 | ||||||||
| 21881 |
YouTube comment social network analysis (SNA): influencer centrality ranking, c…
|
C 68 3⁄3 | ||||||||
| 21882 |
An MCP server that provides AI models with full browser automation capabilities…
|
C 68 3⁄3 | ||||||||
| 21883 |
Vibe-Coder-MCP server extends AI assistants with specialized software developm…
|
C 68 4⁄4 | ||||||||
| 21884 |
Provides tools to interact with the Harmonic AI API for company and person enri…
|
C 68 4⁄4 | ||||||||
| 21885 |
Oracle ADB MCP Server
Claim
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
|
C 68 3⁄3 | ||||||||
| 21886 |
MCP Server for publicly available Indian Mutual Funds data
|
C 68 3⁄3 | ||||||||
| 21887 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21888 |
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
|
C 68 3⁄3 | ||||||||
| 21889 |
Perform arithmetic and other common math calculations on demand. Combine operat…
|
C 68 3⁄3 | ||||||||
| 21890 |
Gives AI development tools Firebase-specific capabilities and expertise.
|
C 68 4⁄3 | ||||||||
| 21891 |
调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份…
|
C 68 3⁄3 | ||||||||
| 21892 |
EmbedMCP
Claim
Provides easy-to-use kits that allow you to quickly create MCP servers Any embe…
|
C 68 3⁄3 | ||||||||
| 21893 |
An MCP server that enables AI assistants to manage infrastructure, applications…
|
C 68 4⁄4 | ||||||||
| 21894 |
Automates the Douyin Creator Platform to manage login states and publish image-…
|
C 68 3⁄3 | ||||||||
| 21895 |
mcp
Claim
Real email and SMS for AI agents — send mail, receive verification codes, drive…
|
C 67 4⁄3 | ||||||||
| 21896 |
A lightweight, centralized control plane server that enables management of mult…
|
C 67 4⁄4 | ||||||||
| 21897 |
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
|
C 67 3⁄3 | ||||||||
| 21898 |
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
|
C 67 3⁄3 | ||||||||
| 21899 |
Mob
Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
|
C 67 4⁄4 | ||||||||
| 21900 |
chat
Claim
Chat Client for Your Service's MCP Server
|
C 67 3⁄3 | ||||||||