MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21151 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 21152 |
Enables AI assistants to interact with Mealie recipe databases, allowing users …
|
B 71 4⁄4 | ||||||||
| 21153 |
iMCP
Claim
A macOS app that provides an MCP server to your Messages, Contacts, Reminders a…
|
B 71 3⁄3 | ||||||||
| 21154 |
A starter project for rapidly developing Model Context Protocol servers using T…
|
B 71 3⁄3 | ||||||||
| 21155 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 21156 |
A multi-format MCP server that enables reading and generating Office, PDF, text…
|
B 71 3⁄3 | ||||||||
| 21157 |
mcpforge
Claim
|
B 71 4⁄3 | ||||||||
| 21158 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||
| 21159 |
Integration platform for aviation data sources including weather, NOTAMs, airpo…
|
B 71 4⁄4 | ||||||||
| 21160 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21161 |
Enables AI agents to interact with NocoDB databases for managing tables, record…
|
B 71 4⁄4 | ||||||||
| 21162 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 21163 |
Multi-core, Tokio-native orchestration for LLM pipelines.
|
B 71 4⁄3 | ||||||||
| 21164 |
Enables comprehensive PostgreSQL database management through natural language i…
|
B 71 4⁄4 | ||||||||
| 21165 |
vscode-notebook-mcp
Claim
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
|
B 71 3⁄3 | ||||||||
| 21166 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21167 |
AI bookkeeper. Connect QuickBooks to Claude Desktop.
|
B 71 3⁄3 | ||||||||
| 21168 |
Agent-MCP
Claim
A framework for creating multi-agent systems using MCP for coordinated AI colla…
|
B 71 4⁄3 | ||||||||
| 21169 |
Send WhatsApp messages from Cursor, Claude Code, and Codex via MCP.
|
B 71 3⁄3 | ||||||||
| 21170 |
|
B 71 4⁄3 | ||||||||
| 21171 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 21172 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21173 |
MCP Router
Claim
A centralized gateway platform for aggregating and managing multiple Model Cont…
|
B 71 4⁄3 | ||||||||
| 21174 |
Allows Claude to interact with SharePoint Online using the REST API, enabling u…
|
B 71 4⁄4 | ||||||||
| 21175 |
An MCP server that runs a quality gate on generated code, executing it in a san…
|
B 71 3⁄3 | ||||||||
| 21176 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||
| 21177 |
Outlook OAuth MCP Server
Claim
Enables interaction with Microsoft Outlook for managing emails and calendars th…
|
B 71 4⁄4 | ||||||||
| 21178 |
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
|
B 71 3⁄3 | ||||||||
| 21179 |
Enables AI assistants and agents to evaluate and improve their responses using …
|
B 71 4⁄4 | ||||||||
| 21180 |
Runtime governance enforcement for AI agents. Validates data payloads against s…
|
B 71 3⁄3 | ||||||||
| 21181 |
Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4…
|
B 71 3⁄3 | ||||||||
| 21182 |
A Model Context Protocol server that allows AI assistants and applications to a…
|
B 71 4⁄4 | ||||||||
| 21183 |
Herald
Claim
Herald is a self-hosted MCP server that bridges Claude Chat to Claude Code usin…
|
B 71 4⁄3 | ||||||||
| 21184 |
robotics-control-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21185 |
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
|
B 71 3⁄3 | ||||||||
| 21186 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 21187 |
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
|
B 71 3⁄3 | ||||||||
| 21188 |
Enables LLMs to discover, understand, and generate Teal R Shiny applications fo…
|
B 71 4⁄3 | ||||||||
| 21189 |
The official C# SDK for Model Context Protocol servers and clients. Maintained …
|
B 71 3⁄3 | ||||||||
| 21190 |
A plugin-based MCP server for React Native runtime debugging, inspection, and a…
|
B 71 3⁄3 | ||||||||
| 21191 |
An Excel manipulation server providing workbook creation, data operations, form…
|
B 71 4⁄3 | ||||||||
| 21192 |
MCP server to query Data Commons indicators and observations (base or custom).
|
B 71 4⁄3 | ||||||||
| 21193 |
MCP server for Target - search products, manage cart, track orders
|
B 71 3⁄3 | ||||||||
| 21194 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 21195 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21196 |
A command-line chat interface that connects to an MCP server for reading and ed…
|
B 71 3⁄3 | ||||||||
| 21197 |
A simple TypeScript library for creating Model Context Protocol (MCP) servers w…
|
B 71 4⁄3 | ||||||||
| 21198 |
Roslyn CodeLens
Claim
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
|
B 71 3⁄3 | ||||||||
| 21199 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 21200 |
Enables translation management through Smartling's API, supporting project and …
|
B 71 4⁄4 | ||||||||