MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20501 |
Sends messages to Google Chat via webhooks with automatic Markdown to Cards V2 …
|
C 60 4⁄4 | ||||||||
| 20502 |
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
|
C 60 4⁄4 | ||||||||
| 20503 |
A WordPress plugin that implements the Model Context Protocol to enable AI mode…
|
C 60 4⁄4 | ||||||||
| 20504 |
A universal database MCP server supporting simultaneous connections to multiple…
|
C 60 4⁄3 | ||||||||
| 20505 |
This server facilitates the invocation of AI models from providers like Anthrop…
|
C 60 4⁄3 | ||||||||
| 20506 |
SageFs
Claim
Sage Mode for F# development — REPL with solution or project loading, Live Test…
|
C 60 4⁄3 | ||||||||
| 20507 |
metis
Claim
Flight Levels work management with MCP server integration for AI agents. CLI,…
|
C 60 4⁄3 | ||||||||
| 20508 |
Data Analysis MCP Server
Claim
Provides comprehensive statistical analysis tools for industrial data including…
|
C 60 4⁄4 | ||||||||
| 20509 |
A Model Context Protocol (MCP) integration that allows AI assistants to control…
|
C 60 4⁄4 | ||||||||
| 20510 |
Enables interaction with Cisco network devices through SSH using Netmiko. Suppo…
|
C 60 4⁄4 | ||||||||
| 20511 |
sir-thaddeus
Claim
A privacy-first, local AI copilot and permissioned agent runtime for Windows. P…
|
C 60 4⁄3 | ||||||||
| 20512 |
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
|
C 60 4⁄4 | ||||||||
| 20513 |
An AI-powered security operations platform that integrates with SIEM, EDR, and …
|
C 60 4⁄4 | ||||||||
| 20514 |
A comprehensive Model Context Protocol (MCP) server that enables AI assistants …
|
C 60 5⁄5 | ||||||||
| 20515 |
An MCP server that enables users to control and edit REAPER projects through a …
|
C 60 4⁄3 | ||||||||
| 20516 |
A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-genera…
|
C 60 4⁄3 | ||||||||
| 20517 |
A transport wrapper that exposes Contentstack MCP tools over HTTP instead of st…
|
C 60 4⁄4 | ||||||||
| 20518 |
Enables comprehensive management of OpenProject work packages, projects, commen…
|
C 60 4⁄4 | ||||||||
| 20519 |
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his ass…
|
C 60 4⁄3 | ||||||||
| 20520 |
EDT-MCP
Claim
MCP for 1C:EDT
|
C 60 4⁄3 | ||||||||
| 20521 |
Enables AI assistants to interact with SQL Server databases through natural lan…
|
C 60 4⁄4 | ||||||||
| 20522 |
Enables read-only access to PostgreSQL databases with multi-tenant support, all…
|
C 60 4⁄4 | ||||||||
| 20523 |
MLB MCP
Claim
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
|
C 60 4⁄4 | ||||||||
| 20524 |
The only browser automation that bypasses anti-bot systems. AI writes network h…
|
C 60 4⁄3 | ||||||||
| 20525 |
MCPify
Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
|
C 59 4⁄4 | ||||||||
| 20526 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 20527 |
MCP Server
Claim
A FastAPI-based implementation of the Model Context Protocol that enables stand…
|
C 59 4⁄4 | ||||||||
| 20528 |
An open-source "brain" for AI employees that enables users to create, manage, a…
|
C 59 4⁄4 | ||||||||
| 20529 |
Dify MCP
Claim
Enables validation of Dify Workflow DSL YAML files through MCP protocol. Allows…
|
C 59 4⁄3 | ||||||||
| 20530 |
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
|
C 59 4⁄4 | ||||||||
| 20531 |
Notion MCP Server
Claim
An integration server that enables LLMs to interact with Notion workspaces thro…
|
C 59 4⁄4 | ||||||||
| 20532 |
Provides AI assistants with natural language access to WRDS financial data for …
|
C 59 4⁄4 | ||||||||
| 20533 |
Model Context Protocol (MCP) server implementation for semantic search and memo…
|
C 59 4⁄4 | ||||||||
| 20534 |
tavily-mcp-python
Claim
Tavily MCP Server implementation that uses fastmcp and supports both sse and st…
|
C 59 4⁄4 | ||||||||
| 20535 |
UE5-MCP
Claim
MCP for Unreal Engine 5
|
C 59 3⁄3 | ||||||||
| 20536 |
MCP-Defender
Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
|
C 59 4⁄3 | ||||||||
| 20537 |
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
|
C 59 4⁄4 | ||||||||
| 20538 |
Enables AI agents to manage and interact with Apache AGE graph databases throug…
|
C 59 4⁄4 | ||||||||
| 20539 |
MCP server empowering AI assistants with real-world capabilities: Gmail, Calend…
|
C 59 4⁄4 | ||||||||
| 20540 |
MobSF MCP Server
Claim
A Node.js-based Model Context Protocol implementation that provides a standardi…
|
C 59 4⁄4 | ||||||||
| 20541 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 20542 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 20543 |
commonersdao-mcp
Claim
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
|
C 59 4⁄3 | ||||||||
| 20544 |
Enables comprehensive management of Proxmox virtualization infrastructure throu…
|
C 59 4⁄4 | ||||||||
| 20545 |
A high-performance Model Context Protocol (MCP) server designed for large langu…
|
C 59 4⁄4 | ||||||||
| 20546 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 20547 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 20548 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 20549 |
An extensible MCP server that integrates Odoo with LLMs to enable querying and …
|
C 59 4⁄4 | ||||||||
| 20550 |
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, …
|
C 59 4⁄3 | ||||||||