MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19001 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 19002 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 19003 |
An MCP server giving access to Grafana dashboards, data and more.
|
B 71 4⁄3 | ||||||||
| 19004 |
A middleware server that enables multiple isolated instances of the same MCP se…
|
B 71 4⁄3 | ||||||||
| 19005 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 19006 |
Zero-config session continuity for Claude Code. Automatically captures and rest…
|
B 71 4⁄3 | ||||||||
| 19007 |
|
B 71 4⁄3 | ||||||||
| 19008 |
kirby-mcp
Claim
CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints…
|
B 71 3⁄3 | ||||||||
| 19009 |
tuisic
Claim
First of its kind, A simple TUI online music streaming application written in c…
|
B 71 3⁄3 | ||||||||
| 19010 |
Provides an interface to access and manage JIRA data through the Model Context …
|
B 71 4⁄4 | ||||||||
| 19011 |
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
|
B 71 4⁄3 | ||||||||
| 19012 |
Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, fol…
|
B 71 4⁄4 | ||||||||
| 19013 |
A filesystem Model Context Protocol server that provides Claude Desktop with ca…
|
B 71 4⁄3 | ||||||||
| 19014 |
Enables AI assistants to perform authorized penetration testing and security as…
|
B 71 4⁄3 | ||||||||
| 19015 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 19016 |
A Model Context Protocol server that allows AI assistants and applications to a…
|
B 71 4⁄4 | ||||||||
| 19017 |
An MCP server providing curated Swift and SwiftUI best practices from leading i…
|
B 71 4⁄3 | ||||||||
| 19018 |
📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and vi…
|
B 71 4⁄3 | ||||||||
| 19019 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 19020 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 19021 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 19022 |
An unofficial bridge that enables AI models to interact with the LunaTask API f…
|
B 70 4⁄4 | ||||||||
| 19023 |
🚀 Premier Model Context Protocol server for SmartLead cold email marketing auto…
|
B 70 4⁄4 | ||||||||
| 19024 |
Making enterprise AI infrastructure universally accessible. Edge-first platform…
|
B 70 4⁄4 | ||||||||
| 19025 |
Provides AI agents with detailed type information from .NET projects including …
|
B 70 3⁄3 | ||||||||
| 19026 |
Enables AI assistants to interact with Gramps genealogy databases for intellige…
|
B 70 4⁄4 | ||||||||
| 19027 |
aura
Claim
A production-ready framework for composing AI agents from declarative TOML conf…
|
B 70 4⁄3 | ||||||||
| 19028 |
che-ical-mcp
Claim
Native macOS Calendar & Reminders MCP server with 25 tools via Apple EventKit. …
|
B 70 3⁄3 | ||||||||
| 19029 |
Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of…
|
B 70 4⁄4 | ||||||||
| 19030 |
Integrates with the Ghost Admin API to allow programmatic management of Ghost C…
|
B 70 4⁄4 | ||||||||
| 19031 |
A comprehensive Model Context Protocol server template that implements HTTP-bas…
|
B 70 4⁄4 | ||||||||
| 19032 |
Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients…
|
B 70 4⁄3 | ||||||||
| 19033 |
A Model Context Protocol (MCP) server that integrates Claude with the Terraform…
|
B 70 4⁄4 | ||||||||
| 19034 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 19035 |
Enables AI assistants to manage Jira Cloud instances, including creating and up…
|
B 70 4⁄4 | ||||||||
| 19036 |
action_mcp
Claim
Rails Engine with MCP compliant Spec.
|
B 70 3⁄3 | ||||||||
| 19037 |
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cl…
|
B 70 4⁄4 | ||||||||
| 19038 |
dotnet-sherlock-mcp
Claim
.NET assembly introspection MCP server with advanced reflection and type analys…
|
B 70 3⁄3 | ||||||||
| 19039 |
Google Chat MCP Sever (Extendable to Teams,Slack.)
|
B 70 4⁄3 | ||||||||
| 19040 |
An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) AP…
|
B 70 4⁄4 | ||||||||
| 19041 |
Enables interaction with Google's Gemini AI models including file uploads, conv…
|
B 70 4⁄4 | ||||||||
| 19042 |
mcp-server-cortex
Claim
A Rust-based MCP server to integrate Cortex, enabling observable analysis and a…
|
B 70 4⁄3 | ||||||||
| 19043 |
An end-to-end Model Context Protocol (MCP) solution that streamlines the entire…
|
B 70 4⁄3 | ||||||||
| 19044 |
A Model Context Protocol server that provides access to Shodan API functionality
|
B 70 4⁄3 | ||||||||
| 19045 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 19046 |
toolhive-registry-server
Claim
An API server that implements the official MCP Registry API, providing standard…
|
B 70 4⁄3 | ||||||||
| 19047 |
An MCP server for managing your repositories on Forgejo/Gitea server.
|
B 70 4⁄4 | ||||||||
| 19048 |
cheatengine-mcp-bridge
Claim
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
|
B 70 3⁄3 | ||||||||
| 19049 |
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
|
B 70 4⁄3 | ||||||||
| 19050 |
MCP server for controlling Discord servers via bot token
|
B 70 4⁄3 | ||||||||