MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 6 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21101 |
Enables direct access to Norwegian company data — lookup, search, roles, subuni…
|
B 71 3⁄3 | ||||||||
| 21102 |
Enables translation management through Smartling's API, supporting project and …
|
B 71 4⁄4 | ||||||||
| 21103 |
VMware vSphere/vCenter management — VM lifecycle (create/clone/delete/migrate),…
|
B 71 4⁄3 | ||||||||
| 21104 |
An MCP to give AI agents extensive knowledge of your personal finances and cont…
|
B 71 4⁄4 | ||||||||
| 21105 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 21106 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 21107 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 21108 |
|
B 71 4⁄3 | ||||||||
| 21109 |
UniMCP4CC
Claim
Enables Claude Code to directly control Unity Editor, supporting scene manipula…
|
B 71 4⁄3 | ||||||||
| 21110 |
Local-first developer knowledge graph: watches project files, extracts entities…
|
B 71 4⁄3 | ||||||||
| 21111 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21112 |
A Model Context Protocol server that allows AI assistants and applications to a…
|
B 71 4⁄4 | ||||||||
| 21113 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21114 |
MCP server that exposes a Telegram bot
|
B 71 3⁄3 | ||||||||
| 21115 |
MCP-native agent evaluation and observability server with trace logging, output…
|
B 71 4⁄3 | ||||||||
| 21116 |
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 …
|
B 71 3⁄3 | ||||||||
| 21117 |
MCP server for self-hosted Gotify that enables sending notifications and managi…
|
B 71 3⁄3 | ||||||||
| 21118 |
MCP server for Thales CipherTrust Manager integration, enabling secure key mana…
|
B 71 4⁄4 | ||||||||
| 21119 |
MCPSharp
Claim
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) se…
|
B 71 3⁄3 | ||||||||
| 21120 |
Enables management of LaunchNotes projects and announcements through natural la…
|
B 71 4⁄4 | ||||||||
| 21121 |
Enables management of CCX database clusters through AI assistants, supporting o…
|
B 71 4⁄3 | ||||||||
| 21122 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 21123 |
Find verified professional emails by name, domain, LinkedIn, or role.
|
B 71 3⁄3 | ||||||||
| 21124 |
mcpshim
Claim
Turn remote MCP servers into local command workflows.
|
B 71 4⁄3 | ||||||||
| 21125 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 21126 |
@deva-me/mcp-server
Claim
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
|
B 71 4⁄4 | ||||||||
| 21127 |
The official C# SDK for Model Context Protocol servers and clients. Maintained …
|
B 71 3⁄3 | ||||||||
| 21128 |
Parquet MCP Server
Claim
Enables querying, modifying, and managing Parquet files with CRUD operations, s…
|
B 71 4⁄3 | ||||||||
| 21129 |
Enables interaction with GitLab repositories through secure OAuth 2.0 authentic…
|
B 71 4⁄4 | ||||||||
| 21130 |
An MCP server for KG Financial's payment services integration, enabling AI codi…
|
B 71 3⁄3 | ||||||||
| 21131 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21132 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 21133 |
4DA
Claim
Dependency intelligence for AI coding agents. Live CVE scanning, dependency hea…
|
B 71 3⁄3 | ||||||||
| 21134 |
An MCP server that runs a quality gate on generated code, executing it in a san…
|
B 71 3⁄3 | ||||||||
| 21135 |
pdf-document-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21136 |
context-portal
|
B 71 4⁄3 | ||||||||
| 21137 |
Residential proxy MCP server. 175M+ IPs in 195+ countries with anti-bot bypass.
|
B 71 3⁄3 | ||||||||
| 21138 |
MCP server which provides utilities to work with time and dates, with natural l…
|
B 71 4⁄3 | ||||||||
| 21139 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 21140 |
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
|
B 71 3⁄3 | ||||||||
| 21141 |
A simple TypeScript library for creating Model Context Protocol (MCP) servers w…
|
B 71 4⁄3 | ||||||||
| 21142 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 21143 |
Bench
Claim
USB hardware discovery, device identification, serial communication, and diagno…
|
B 71 3⁄3 | ||||||||
| 21144 |
A lightweight, structured, token-efficient local-first MCP memory server
|
B 71 3⁄3 | ||||||||
| 21145 |
audio-analyzer
Claim
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analy…
|
B 71 4⁄3 | ||||||||
| 21146 |
A multi-format MCP server that enables reading and generating Office, PDF, text…
|
B 71 3⁄3 | ||||||||
| 21147 |
iMCP
Claim
A macOS app that provides an MCP server to your Messages, Contacts, Reminders a…
|
B 71 3⁄3 | ||||||||
| 21148 |
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
|
B 71 3⁄3 | ||||||||
| 21149 |
Enables AI assistants and agents to evaluate and improve their responses using …
|
B 71 4⁄4 | ||||||||
| 21150 |
Kirby MCP
Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
|
B 71 3⁄3 | ||||||||