MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34301 |
warp-agent-mcp
Claim
Book real LTL/FTL/van/box-truck freight through the Warp network. 20 tools, in-…
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| 34302 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 34303 |
Provides a standardized interface to interact with Serpapi's search engine resu…
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| 34304 |
McPortfolio
Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
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| 34305 |
aifais-mcp-server
Claim
Headless document processing for AI agents. Invoice extraction, contract analys…
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| 34306 |
YesHello
Claim
Digital business cards, lead capture forms, and service listings - built and ma…
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| 34307 |
fluent-mcp-server
Claim
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
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| 34308 |
Context Guardian
Claim
MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giv…
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| 34309 |
cpp-espace-mcp
Claim
MCP server for accessing the eSpace facilities management API, enabling work or…
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| 34310 |
DevLab MCP Suite
Claim
Modular testing and automation MCP servers for Android devices, desktop browser…
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| 34311 |
solidworks-mcp
Claim
MCP bridge server for SolidWorks that enables AI assistants to control SolidWor…
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| 34312 |
Slack Server with OAuth
Claim
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| 34313 |
@kazuph/mcp-obsidian
Claim
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
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| 34314 |
discrete-structures
Claim
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| 34315 |
brain-mcp
Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 34316 |
zerolangcompiler-mcp
Claim
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
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| 34317 |
BrandKity MCP Server
Claim
Enables AI agents to create, manage, and publish brand kits with colors, typogr…
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| 34318 |
Via
Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
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| 34319 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 34320 |
mcp-oauth
Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
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| 34321 |
Atlassian MCP Server
Claim
Enterprise-grade MCP server providing 102 production-ready tools for Jira, Conf…
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| 34322 |
archicad-mcp
Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
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| 34323 |
MCP server for Nginx Proxy Manager with full API coverage (43 tools)
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| 34324 |
vCluster YAML MCP Server
Claim
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
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| 34325 |
Provides a standardized interface for interacting with Semrush's tools and serv…
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| 34326 |
personal
Claim
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| 34327 |
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
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| 34328 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network and Coinbase API for …
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| 34329 |
WAF MCP Server
Claim
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
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| 34330 |
test-calendar
Claim
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| 34331 |
UiPath MCP Server
Claim
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
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| 34332 |
gRPC Transport for MCP
Claim
Enables MCP servers and clients to communicate over gRPC using FastMCP, support…
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| 34333 |
dnSpy-MCP
Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
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| 34334 |
pbs-mcp
Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
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| 34335 |
Synthetics MCP Server
Claim
A specialized monitoring solution that enables users to create and manage synth…
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| 34336 |
remote-mcp
Claim
A local MCP server that proxies file and shell tools (Read, Write, Edit, Bash, …
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| 34337 |
mcp-devops-server
Claim
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 34338 |
claude
Claim
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| 34339 |
whoop-mcp
Claim
A Model Context Protocol (MCP) server that gives Claude access to your WHOOP bi…
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| 34340 |
gocertius
Claim
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
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| 34341 |
vsfclubnew5
Claim
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| 34342 |
mcp-video
Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
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| 34343 |
bt-panel-mcp-server
Claim
This MCP server enables AI assistants to interact with a BT Panel server throug…
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| 34344 |
mcp-tester
Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
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| 34345 |
mcp-chzzk
Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 34346 |
Provides weather forecast tools via the Model Context Protocol, enabling users …
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| 34347 |
MCP ToolKit
Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
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| 34348 |
public_promo
Claim
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| 34349 |
my-mcp-server
Claim
A TypeScript MCP server boilerplate providing example tools and resources for r…
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| 34350 |
API-to-MCP Converter
Claim
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
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