MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 11 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21851 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21852 |
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update…
|
C 68 3⁄3 | ||||||||
| 21853 |
Audit websites for GDPR, CCPA, and ePrivacy compliance — trackers, consent, and…
|
C 68 3⁄3 | ||||||||
| 21854 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21855 |
Industrial-grade MCP server for Siemens TIA Portal (V17–V21). 120+ tools for PL…
|
C 68 3⁄3 | ||||||||
| 21856 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 21857 |
Enables control of the Elektron Digitakt II drum machine through MIDI commands.…
|
C 68 4⁄3 | ||||||||
| 21858 |
Perform arithmetic and other common math calculations on demand. Combine operat…
|
C 68 3⁄3 | ||||||||
| 21859 |
react-analyzer-mcp
Claim
A Docker-managed MCP server for analyzing React codebases and generating compon…
|
C 68 3⁄3 | ||||||||
| 21860 |
xcode-studio-mcp
Claim
Unified MCP server for iOS development — build, run, screenshot, and interact w…
|
C 68 3⁄3 | ||||||||
| 21861 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||
| 21862 |
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failu…
|
C 68 4⁄3 | ||||||||
| 21863 |
My Prompts MCP
Claim
Lightweight MCP server for providing user prompts defined in Markdown with argu…
|
C 68 3⁄3 | ||||||||
| 21864 |
Boring Gemini
Claim
An autonomous AI development agent that enables full-stack coding, automated ve…
|
C 68 4⁄4 | ||||||||
| 21865 |
chrome-debug-mcp
Claim
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) ser…
|
C 68 4⁄3 | ||||||||
| 21866 |
swagger-mcp
Claim
|
C 68 4⁄3 | ||||||||
| 21867 |
Official MCP server for the dVersum business management API. Lets AI assistants…
|
C 68 4⁄3 | ||||||||
| 21868 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 21869 |
Vibe-Coder-MCP server extends AI assistants with specialized software developm…
|
C 68 4⁄4 | ||||||||
| 21870 |
Enables AI agents to control Adobe Lightroom Classic on macOS for professional …
|
C 68 4⁄3 | ||||||||
| 21871 |
DigitalOcean MCP Server
Claim
A Model Context Protocol (MCP) server that provides programmatic access to Digi…
|
C 68 4⁄3 | ||||||||
| 21872 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 21873 |
Greet people by name and check local forecasts and weather alerts across the U.…
|
C 68 3⁄3 | ||||||||
| 21874 |
Local personal memory for agents as MCP tools — remember, recall, search, conte…
|
C 68 3⁄3 | ||||||||
| 21875 |
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonom…
|
C 68 3⁄3 | ||||||||
| 21876 |
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
|
C 68 3⁄3 | ||||||||
| 21877 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21878 |
Provides fast file search capabilities using fd (a modern find alternative), en…
|
C 68 4⁄3 | ||||||||
| 21879 |
Prevents your AI from breaking code by revealing hidden file dependencies throu…
|
C 68 4⁄3 | ||||||||
| 21880 |
An MCP server for interacting with MangaDex to search manga, fetch metadata, an…
|
C 68 3⁄3 | ||||||||
| 21881 |
adtk
Claim
The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, si…
|
C 68 4⁄4 | ||||||||
| 21882 |
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
|
C 68 4⁄4 | ||||||||
| 21883 |
Go from natural language to verified finite state machines — topology bugs caug…
|
C 68 3⁄3 | ||||||||
| 21884 |
|
C 68 3⁄3 | ||||||||
| 21885 |
A local MCP server that enables reading iMessage conversations and sending new …
|
C 68 3⁄3 | ||||||||
| 21886 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 21887 |
WOOFi Pro MCP Server
Claim
Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and O…
|
C 68 4⁄4 | ||||||||
| 21888 |
Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema disc…
|
C 68 4⁄3 | ||||||||
| 21889 |
Ten formal algebra for machine intelligence — encode, decode, compose, and veri…
|
C 68 3⁄3 | ||||||||
| 21890 |
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
|
C 68 3⁄3 | ||||||||
| 21891 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 21892 |
|
C 68 3⁄3 | ||||||||
| 21893 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 21894 |
Bridge between Fabric AI framework and MCP applications, enabling use of Fabric…
|
C 68 4⁄3 | ||||||||
| 21895 |
paiml-mcp-agent-toolkit
Claim
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
|
C 67 4⁄3 | ||||||||
| 21896 |
|
C 67 3⁄3 | ||||||||
| 21897 |
|
C 67 3⁄3 | ||||||||
| 21898 |
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
|
C 67 4⁄3 | ||||||||
| 21899 |
|
C 67 3⁄3 | ||||||||
| 21900 |
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
|
C 67 3⁄3 | ||||||||