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 | ||||||||||
| 19351 |
EmbedMCP
Claim
Provides easy-to-use kits that allow you to quickly create MCP servers Any embe…
|
C 68 3⁄3 | ||||||||
| 19352 |
Enables complete VTEX e-commerce platform integration through natural language,…
|
C 68 4⁄4 | ||||||||
| 19353 |
MCP server for UK Parliament Treaties API
|
C 68 4⁄3 | ||||||||
| 19354 |
A local MCP server that provides semantic code search for Python codebases usin…
|
C 68 4⁄3 | ||||||||
| 19355 |
mcp-1panel
Claim
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for …
|
C 68 4⁄4 | ||||||||
| 19356 |
GhidrAssistMCP
Claim
An MCP extension for Ghidra
|
C 68 3⁄3 | ||||||||
| 19357 |
TS based companion MCP server for the Drupal MCP module that works with the STD…
|
C 68 4⁄3 | ||||||||
| 19358 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 19359 |
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
|
C 68 4⁄3 | ||||||||
| 19360 |
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
|
C 68 4⁄3 | ||||||||
| 19361 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 19362 |
Enables database operations and cloud infrastructure management for ClickHouse,…
|
C 68 4⁄4 | ||||||||
| 19363 |
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
|
C 68 4⁄4 | ||||||||
| 19364 |
WinBridgeAgent
Claim
Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, …
|
C 68 4⁄3 | ||||||||
| 19365 |
summon-app
Claim
Postman for MCP servers
|
C 68 4⁄3 | ||||||||
| 19366 |
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI t…
|
C 68 4⁄3 | ||||||||
| 19367 |
|
C 68 3⁄3 | ||||||||
| 19368 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 19369 |
Provides standardized MCP interfaces for Azure services including Cosmos DB ope…
|
C 68 4⁄4 | ||||||||
| 19370 |
zsh-tool
Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
C 68 4⁄3 | ||||||||
| 19371 |
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonom…
|
C 68 3⁄3 | ||||||||
| 19372 |
Enables direct interaction with FoundryVTT virtual tabletop servers via native …
|
C 68 4⁄4 | ||||||||
| 19373 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 19374 |
Provides AI agents with visibility into React applications by exposing tools to…
|
C 68 4⁄3 | ||||||||
| 19375 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 19376 |
A lightweight MCP server for Android operating system automation. This server p…
|
C 68 4⁄3 | ||||||||
| 19377 |
Provides fast file search capabilities using fd (a modern find alternative), en…
|
C 68 4⁄3 | ||||||||
| 19378 |
Provides access to U.S. Energy Information Administration (EIA) data, covering …
|
C 68 4⁄4 | ||||||||
| 19379 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 19380 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 19381 |
UnrealMotionGraphicsMCP
Claim
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to max…
|
C 68 4⁄3 | ||||||||
| 19382 |
Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Contex…
|
C 68 4⁄3 | ||||||||
| 19383 |
Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema disc…
|
C 68 4⁄3 | ||||||||
| 19384 |
shinzo
Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
|
C 68 4⁄3 | ||||||||
| 19385 |
solon-ai
Claim
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; A…
|
C 68 3⁄3 | ||||||||
| 19386 |
flowlens-mcp-server
Claim
FlowLens is an open-source MCP server that gives your coding agent (Claude Code…
|
C 68 4⁄3 | ||||||||
| 19387 |
Boring Gemini
Claim
An autonomous AI development agent that enables full-stack coding, automated ve…
|
C 68 4⁄4 | ||||||||
| 19388 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 19389 |
An MCP server that enables AI assistants to manage infrastructure, applications…
|
C 68 4⁄4 | ||||||||
| 19390 |
A server that transforms a standard Language Model into a dynamic multi-agent s…
|
C 68 3⁄3 | ||||||||
| 19391 |
WOOFi Pro MCP Server
Claim
Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and O…
|
C 68 4⁄4 | ||||||||
| 19392 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 19393 |
chrome-debug-mcp
Claim
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) ser…
|
C 68 4⁄3 | ||||||||
| 19394 |
mcp-server-tfl
Claim
Community-built server providing real-time London transport data via the TfL Un…
|
C 68 3⁄3 | ||||||||
| 19395 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 19396 |
Enables control of the Elektron Digitakt II drum machine through MIDI commands.…
|
C 68 4⁄3 | ||||||||
| 19397 |
DigitalOcean MCP Server
Claim
A Model Context Protocol (MCP) server that provides programmatic access to Digi…
|
C 68 4⁄3 | ||||||||
| 19398 |
A high-performance HTTP service that bridges Claude Code or other MCP clients w…
|
C 68 4⁄4 | ||||||||
| 19399 |
Enables AI assistants to interact with the Apify platform to manage actors, mon…
|
C 68 4⁄4 | ||||||||
| 19400 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||