MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 42251 |
WAF MCP Server
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Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
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| 42252 |
test-calendar
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| 42253 |
UiPath MCP Server
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Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
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| 42254 |
gRPC Transport for MCP
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Enables MCP servers and clients to communicate over gRPC using FastMCP, support…
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| 42255 |
MCP Compatible Server
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A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
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| 42256 |
Brutalist MCP
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Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…
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| 42257 |
pbs-mcp
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MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
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| 42258 |
remote-mcp
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A local MCP server that proxies file and shell tools (Read, Write, Edit, Bash, …
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| 42259 |
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
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| 42260 |
claude
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| 42261 |
mcp-devops-server
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Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 42262 |
whoop-mcp
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A Model Context Protocol (MCP) server that gives Claude access to your WHOOP bi…
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| 42263 |
code-intel-mcp
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MCP server that gives AI agents deep code understanding across multiple git rep…
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| 42264 |
mcp-video
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Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
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| 42265 |
x402station
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Preflight by [x402station.io](https://x402station.io) — infrastructure for x402…
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| 42266 |
bt-panel-mcp-server
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This MCP server enables AI assistants to interact with a BT Panel server throug…
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| 42267 |
mcp-tester
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Instrumented MCP server for testing client conformance to list_changed notifica…
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| 42268 |
Provides weather forecast tools via the Model Context Protocol, enabling users …
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| 42269 |
Enzyme
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Semantic search and pattern discovery for Obsidian and markdown vaults.
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| 42270 |
mcp-chzzk
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Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 42271 |
MCP ToolKit
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A comprehensive MCP tools collection providing filesystem operations, command e…
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| 42272 |
public_promo
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| 42273 |
my-mcp-server
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A TypeScript MCP server boilerplate providing example tools and resources for r…
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| 42274 |
After Effects MCP Server
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Enables AI assistants to control Adobe After Effects through the MCP protocol, …
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| 42275 |
test1
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| 42276 |
PyPen MCP
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Enables LLM-powered browser automation and security testing with features like …
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| 42277 |
The Cracks Index
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Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
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| 42278 |
scrumdo-mcp
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Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
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| 42279 |
API-to-MCP Converter
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Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
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| 42280 |
Cakemail API MCP Server
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An MCP server that provides AI agents with direct access to authoritative Cakem…
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| 42281 |
ecommerce-store-mcp
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Enables intelligent ecommerce tools for agents and applications, including prod…
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| 42282 |
An MCP server that provides web development tools including taking screenshots …
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| 42283 |
Ontolocy MCP Server
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Augments an LLM with Ontolocy cyber graph capabilities, enabling natural langua…
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| 42284 |
ai-model-selector-mcp
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Provides AI assistants with structured access to metadata for 76+ AI models acr…
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| 42285 |
Enables interaction with Hashnode's tools and services through a unified API us…
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| 42286 |
korg-recall-mcp
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Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
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| 42287 |
mcp-file-lens
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An MCP server that provides a flexible lens into directory structures and files…
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| 42288 |
hw3-nanda
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| 42289 |
or-info
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Enables AI agents to query OpenRouter model information including prices, ELO r…
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| 42290 |
filemaker-odata-mcp
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MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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| 42291 |
Enables AI agents to interact with tasks, spaces, lists, and folders across mul…
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| 42292 |
ds-mcp-server
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Test prompts by instantly reflecting your message back. Validate formatting and…
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| 42293 |
contextplus
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Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
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| 42294 |
garoon-mcp-server
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Official local MCP server for Garoon, enabling AI assistants to interact with t…
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| 42295 |
BLUEPRINT.MCP
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Provides architectural memory for AI coding agents, enabling reuse of existing …
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| 42296 |
mcp-test-test
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Multiply numbers quickly and accurately within your workflows. Automate repetit…
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| 42297 |
mcp-apps
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Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-…
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| 42298 |
openapi-fetch-mcp
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A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
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| 42299 |
github-mcp
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Enables AI assistants to directly operate GitHub repositories, such as listing …
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| 42300 |
our
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