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 | ||||||||||
| 18901 |
Enables AI assistants to interact with Anytype data through the local API, allo…
|
B 72 4⁄3 | ||||||||
| 18902 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 18903 |
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
|
B 72 4⁄4 | ||||||||
| 18904 |
Smart note consolidation for Obsidian using Claude AI. Automatically identifies…
|
B 72 4⁄3 | ||||||||
| 18905 |
Orchestrates 3D scene creation, camera paths, and physics-driven animations, br…
|
B 72 4⁄4 | ||||||||
| 18906 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
|
B 72 3⁄3 | ||||||||
| 18907 |
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues,…
|
B 72 4⁄3 | ||||||||
| 18908 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 18909 |
@deva-me/mcp-server
Claim
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
|
B 71 4⁄4 | ||||||||
| 18910 |
longportapp/openapi
Claim
LongPort OpenAPI provides real-time stock market data, provides AI access analy…
|
B 71 3⁄3 | ||||||||
| 18911 |
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
|
B 71 4⁄3 | ||||||||
| 18912 |
13 security recon tools for AI agents — DNS, SSL, HTTP, email, ports, ASN. Heal…
|
B 71 3⁄3 | ||||||||
| 18913 |
Enables translation management through Smartling's API, supporting project and …
|
B 71 4⁄4 | ||||||||
| 18914 |
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
|
B 71 4⁄3 | ||||||||
| 18915 |
mcpforge
Claim
|
B 71 4⁄3 | ||||||||
| 18916 |
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
|
B 71 3⁄3 | ||||||||
| 18917 |
adbfriend
Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
|
B 71 3⁄3 | ||||||||
| 18918 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 18919 |
Local-first knowledge graph for developers. Watches project files, extracts ent…
|
B 71 4⁄3 | ||||||||
| 18920 |
Provides comprehensive access to HubSpot CRM data and operations, enabling mana…
|
B 71 4⁄3 | ||||||||
| 18921 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
B 71 4⁄3 | ||||||||
| 18922 |
Enables AI agents to control Minecraft bots through over 30 verified skills inc…
|
B 71 4⁄4 | ||||||||
| 18923 |
Unity MCP Server
Claim
Enables AI assistants to interact with Unity Editor projects through 68+ tools …
|
B 71 4⁄3 | ||||||||
| 18924 |
Enables AI assistants to manage multi-cloud resources (AWS, Azure, GCP) includi…
|
B 71 4⁄4 | ||||||||
| 18925 |
|
B 71 4⁄3 | ||||||||
| 18926 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 18927 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 18928 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 18929 |
audio-analyzer
Claim
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analy…
|
B 71 4⁄3 | ||||||||
| 18930 |
A middleware server that enables multiple isolated instances of the same MCP se…
|
B 71 4⁄3 | ||||||||
| 18931 |
MCP Router
Claim
A centralized gateway platform for aggregating and managing multiple Model Cont…
|
B 71 4⁄3 | ||||||||
| 18932 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 18933 |
Herald
Claim
Herald is a self-hosted MCP server that bridges Claude Chat to Claude Code usin…
|
B 71 4⁄3 | ||||||||
| 18934 |
A simple TypeScript library for creating Model Context Protocol (MCP) servers w…
|
B 71 4⁄3 | ||||||||
| 18935 |
context-portal
|
B 71 4⁄3 | ||||||||
| 18936 |
Enables control of Kodi media center through MCP protocol, supporting playback …
|
B 71 4⁄4 | ||||||||
| 18937 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 18938 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 18939 |
Discord MCP Server
Claim
Provides 33 tools for managing Discord servers, including channel and role admi…
|
B 71 4⁄4 | ||||||||
| 18940 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 18941 |
AI-powered VMware vCenter/ESXi monitoring and operations with 20 MCP tools.
|
B 71 4⁄3 | ||||||||
| 18942 |
Persistent, consensus-validated institutional memory for AI agents. Runs locall…
|
B 71 4⁄3 | ||||||||
| 18943 |
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire act…
|
B 71 4⁄3 | ||||||||
| 18944 |
Enables management of CCX database clusters through AI assistants, supporting o…
|
B 71 4⁄3 | ||||||||
| 18945 |
MCP server for Dynatrace Managed to access logs, events, and metrics.
|
B 71 4⁄3 | ||||||||
| 18946 |
Connecting AI agent to biomedical data
|
B 71 4⁄3 | ||||||||
| 18947 |
portainer-mcp
Claim
A powerful MCP server that enables AI assistants to seamlessly interact with Po…
|
B 71 4⁄4 | ||||||||
| 18948 |
MCP server for code structure analysis using tree-sitter.
|
B 71 3⁄3 | ||||||||
| 18949 |
Allows Claude to interact with SharePoint Online using the REST API, enabling u…
|
B 71 4⁄4 | ||||||||
| 18950 |
Build Laravel apps through conversation. Code stored as structured JSON for sur…
|
B 71 4⁄3 | ||||||||