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 | ||||||||||
| 20101 |
agentos
Claim
AI agent fleet orchestration runtime. Spawn, coordinate, monitor autonomous age…
|
C 63 4⁄3 | ||||||||
| 20102 |
An MCP server that provides access to Garmin Connect fitness, health, and train…
|
C 63 4⁄4 | ||||||||
| 20103 |
A Model Context Protocol server for Adobe Experience Manager that provides REST…
|
C 63 4⁄4 | ||||||||
| 20104 |
FPF Agent Stack
Claim
Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandbox…
|
C 63 4⁄3 | ||||||||
| 20105 |
data-api-builder
Claim
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your …
|
C 63 4⁄3 | ||||||||
| 20106 |
adam-framework
Claim
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes…
|
C 63 4⁄3 | ||||||||
| 20107 |
A persistent memory MCP server for Claude Code - Recursive Language Model integ…
|
C 63 4⁄3 | ||||||||
| 20108 |
Cloaked Agent
Claim
Trustless spending accounts for AI agents on Solana with on-chain enforced limi…
|
C 63 4⁄3 | ||||||||
| 20109 |
Enables AI agents to control Blender 3D software through natural language comma…
|
C 63 4⁄3 | ||||||||
| 20110 |
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, br…
|
C 63 4⁄4 | ||||||||
| 20111 |
tinymcp
Claim
Let LLMs control embedded devices via the Model Context Protocol.
|
C 63 4⁄3 | ||||||||
| 20112 |
|
C 63 4⁄3 | ||||||||
| 20113 |
Provides comprehensive database management tools for PostgreSQL, MySQL, and SQL…
|
C 63 4⁄4 | ||||||||
| 20114 |
A Model Context Protocol server that enables AI assistants to interact with Hed…
|
C 63 4⁄4 | ||||||||
| 20115 |
Enables AI assistants to interact with running Godot 4 C# games in real-time, p…
|
C 63 3⁄3 | ||||||||
| 20116 |
An MCP server that enables AI agents to control Blender through natural languag…
|
C 63 3⁄3 | ||||||||
| 20117 |
A Model Context Protocol server that enables Claude Code to interact with You N…
|
C 63 4⁄4 | ||||||||
| 20118 |
Semantic search over IMAGIN.studio API documentation — CDN, API, integration gu…
|
C 63 3⁄3 | ||||||||
| 20119 |
A Model Context Protocol server that enables Claude to collaborate with Google'…
|
C 63 4⁄4 | ||||||||
| 20120 |
autosteer
Claim
Desktop app for multi-workspace Claude Code management
|
C 63 4⁄3 | ||||||||
| 20121 |
MCP Connection Hub
Claim
A unified Model Context Protocol Gateway that bridges LLM interfaces with vario…
|
C 63 4⁄4 | ||||||||
| 20122 |
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
|
C 63 4⁄3 | ||||||||
| 20123 |
|
C 63 4⁄3 | ||||||||
| 20124 |
A Model Context Protocol server that enables interaction with the RunPod REST A…
|
C 63 4⁄3 | ||||||||
| 20125 |
An MCP server that provides access to exported data from Apple Health. Data ana…
|
C 63 4⁄3 | ||||||||
| 20126 |
A comprehensive Model Context Protocol server providing 33 specialized research…
|
C 63 4⁄3 | ||||||||
| 20127 |
A basic MCP server template that provides a foundation for building custom tool…
|
C 63 4⁄3 | ||||||||
| 20128 |
Integrates Claude with Salesforce to enable natural language querying, modifica…
|
C 63 4⁄4 | ||||||||
| 20129 |
Godot MCP Server
Claim
Enables Claude Desktop to control and interact with the Godot Engine editor thr…
|
C 63 4⁄3 | ||||||||
| 20130 |
A PostgreSQL-backed archive generator that creates browsable HTML archives from…
|
C 63 4⁄3 | ||||||||
| 20131 |
Ubuntu MCP Server
Claim
A secure protocol server that allows AI assistants to safely interact with Ubun…
|
C 63 4⁄4 | ||||||||
| 20132 |
Enables hotel booking operations through the Exely Distribution API via natural…
|
C 63 4⁄4 | ||||||||
| 20133 |
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
|
C 63 4⁄3 | ||||||||
| 20134 |
IAM Policy Autopilot is an open source static code analysis tool that helps you…
|
C 63 4⁄4 | ||||||||
| 20135 |
GalwayBus
Claim
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
|
C 63 3⁄3 | ||||||||
| 20136 |
OpsLevel MCP
Claim
OpsLevel MCP
|
C 63 4⁄4 | ||||||||
| 20137 |
A demonstration MCP server that provides example tools for weather queries, tim…
|
C 63 4⁄4 | ||||||||
| 20138 |
An MCP server that enables Claude to control Ableton Live in real-time via the …
|
C 63 4⁄3 | ||||||||
| 20139 |
Enables solving complex combinatorial optimization problems with logical and nu…
|
C 63 4⁄4 | ||||||||
| 20140 |
MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.
|
C 63 4⁄3 | ||||||||
| 20141 |
blew BLE MCP
Claim
Bluetooth Low Energy (BLE) MCP server that allows AI agents to scan, connect to…
|
C 63 3⁄3 | ||||||||
| 20142 |
Gemini Thinking Server
Claim
Integrates Google's Gemini API to provide sequential analytical thinking and pr…
|
C 63 4⁄4 | ||||||||
| 20143 |
Enables interaction with WordPress sites through the REST API, supporting conte…
|
C 63 4⁄4 | ||||||||
| 20144 |
Connects MCP clients to remote servers using static OAuth 2.0 client authentica…
|
C 63 4⁄4 | ||||||||
| 20145 |
Enables automated interactions with Google's NotebookLM through browser automat…
|
C 63 4⁄3 | ||||||||
| 20146 |
mcp-server-ollama-bridge
Claim
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local mod…
|
C 63 3⁄3 | ||||||||
| 20147 |
MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries,…
|
C 62 4⁄3 | ||||||||
| 20148 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||
| 20149 |
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
|
C 62 4⁄3 | ||||||||
| 20150 |
Coolify MCP Tools
Claim
Enables AI assistants to manage Coolify infrastructure including servers, appli…
|
C 62 4⁄4 | ||||||||