MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43501 |
lims
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| 43502 |
adb_mcp_server
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Enables remote control of Android devices via ADB, including screen operations,…
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| 43503 |
TrainingPeaks MCP Server
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Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
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| 43504 |
Toolhouse MCP Server
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Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
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| 43505 |
XcodeBazelMCP
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A comprehensive MCP server and CLI for Bazel-based Apple platform development, …
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| 43506 |
inventree-mcp-plugin
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MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
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| 43507 |
netlab-mcp
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Wraps ipspace/netlab as an engine to give LLMs access to validated, lab-tested …
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| 43508 |
China-Central-Policy-MCP
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Facilitates retrieval and parsing of Chinese central government policies from g…
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| 43509 |
cellar-wrapper
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A community-maintained MCP server that simplifies access to EU legal and legisl…
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| 43510 |
calculator-2mcp
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| 43511 |
WWIDE MCP Server
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A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero,…
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| 43512 |
goevento-new
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| 43513 |
whichmodel-mcp
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A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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| 43514 |
Brings interactive blue-team security operations into AI hosts, enabling alert …
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| 43515 |
bulkcertifcategenerator
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| 43516 |
posthog-mcp-server
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MCP server for PostHog — product analytics for AI assistants. Query events, per…
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| 43517 |
@aauth/praca
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An MCP server that brokers discovery and interaction with AAuth resources, prov…
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| 43518 |
VideoGenerationMCP
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An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, w…
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| 43519 |
Aurey Wallet MCP
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Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances…
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| 43520 |
Margins
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Use your Claude Pro/Max subscription on your Obsidian vault. Reads markdown, pr…
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| 43521 |
Gitea MCP Proxy Agent
Claim
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
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| 43522 |
context-engineering
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[WIP] Context engineering: the art and science of shaping context-aware AI syst…
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| 43523 |
build-vault-mcp-server1
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| 43524 |
ATMcp
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Enables multiple LLM agents across devices to form teams, share knowledge, memo…
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| 43525 |
Xylent MCP Server
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Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
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| 43526 |
arkon
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Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for…
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| 43527 |
Docker MCP Server
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Enables AI assistants to interact with Docker containers through safe, permissi…
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| 43528 |
A Model Context Protocol server for Dify that provides culture-related services…
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| 43529 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 43530 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 43531 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 43532 |
komoot-mcp
Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
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| 43533 |
android-adb-mcp
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MCP server for Android device management via ADB, enabling inspection and confi…
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| 43534 |
claude-iac-mcp-server
Claim
Enables AI agents to query an approved Terraform module registry and generate c…
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| 43535 |
mcp-jira
Claim
Enables interaction with Jira issues, projects, and comments via API Key. Suppo…
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| 43536 |
나라장터 공고 검색
Claim
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
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| 43537 |
mcp-europe-business
Claim
European business compliance suite for AI agents — 28 tools covering tax ID val…
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| 43538 |
mcp-switchboard
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A real-time inter-agent switchboard, delivered as one centralized streamable-HT…
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| 43539 |
mcp-gmail
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MCP server that connects Claude with Gmail to read, send, delete, and manage me…
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| 43540 |
mcp-rag-local
Claim
Enables storing and retrieving text passages based on semantic meaning using lo…
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| 43541 |
api-contract-validator
Claim
Cloudflare Workers MCP server: api-contract-validator
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| 43542 |
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
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| 43543 |
mcp-va-museum
Claim
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
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| 43544 |
Integrates MuAPI with Claude Code to enable image and video generation, editing…
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| 43545 |
Scout
Claim
Enables AI agents to perform comprehensive search across 27 search engines incl…
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| 43546 |
godson_1232
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| 43547 |
Gmail MCP Server
Claim
Provides read-only access to Gmail, enabling email search, unread listing, mess…
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| 43548 |
mcp-powo
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Enables querying plant data from Plants of the World Online (Kew) via natural l…
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| 43549 |
gobuster-mcp
Claim
A Model Context Protocol (MCP) server for Gobuster that enables AI assistants t…
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| 43550 |
Playwright MCP
Claim
Enables browser automation and web interaction through structured accessibility…
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