MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44401 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 44402 |
trade-mcp
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An advanced MCP server for real-time worldwide stock market data, technical ind…
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| 44403 |
mcp-server-weibo
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为 AI 助手提供微博数据查询能力,支持搜索用户、获取动态、热搜榜等功能。
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| 44404 |
Appium MCP Server
Claim
Enables AI-powered mobile app testing and automation through Appium, using Azur…
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| 44405 |
Sylex Memory
Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
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| 44406 |
mcp-arcgis-norman
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Provides access to City of Norman, Oklahoma open geospatial data through ArcGIS…
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| 44407 |
TODO MCP Server
Claim
A minimal Model Context Protocol server implementation that provides tools for …
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| 44408 |
Award Travel Finder
Claim
Search award flight availability, points pricing, and status matches from your …
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| 44409 |
exceltester
Claim
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| 44410 |
metabase-mcp
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A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
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| 44411 |
UKDataAPI
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UK government data intelligence platform. 14 enriched endpoints with proprietar…
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| 44412 |
mcp-wynncraft
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Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
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| 44413 |
mcp-climatiq
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Climatiq MCP server that calculates carbon footprints using emission factors, e…
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| 44414 |
Travel MCP Server
Claim
An MCP server for searching flights, hotels, weather, and tourist attractions.
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| 44415 |
mcp-servers
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This MCP server provides a modern web interface and a set of tools for interact…
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| 44416 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 44417 |
nowcerts-mcp
Claim
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| 44418 |
ytmcp
Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
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| 44419 |
Kdenlive MCP Server
Claim
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
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| 44420 |
Fizzy Do MCP
Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
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| 44421 |
OT-AIops
Claim
Provides AI agents with safe, governed read access to industrial control system…
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| 44422 |
mcp-sec-edgar
Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
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| 44423 |
ns-hpc
Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
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| 44424 |
nomad
Claim
A local MCP server for agentic remote development that enables code sync via rs…
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| 44425 |
mcp
Claim
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| 44426 |
WordPress MCP server: publish posts, AI images, SEO and full site management, s…
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| 44427 |
aso-audit-mcp
Claim
Free Agent Signal Optimization scanner for website/API agent readiness. Scores …
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| 44428 |
Electron MCP Server
Claim
Enables AI-powered automation, debugging, and observability of Electron applica…
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| 44429 |
zvec-mcp
Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
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| 44430 |
vault-master-mcp
Claim
An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agen…
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| 44431 |
MCP_Server
Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
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| 44432 |
mirofish-mcp-server
Claim
MCP server that connects AI clients to a local MiroFish instance for document-d…
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| 44433 |
qq-music-mcp
Claim
Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song …
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| 44434 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your existi…
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| 44435 |
agent-identity-trust-mcp
Claim
agent-identity-trust-mcp MCP server by MEOK AI Labs
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| 44436 |
Google MCP Agent
Claim
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
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| 44437 |
Pigeon MCP Server
Claim
A kanban board MCP server that enables AI agents to read and write project boar…
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| 44438 |
KeyStack
Claim
Local dashboard and MCP server that maintains a live project registry and skill…
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| 44439 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 44440 |
remoet-mcp
Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
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| 44441 |
cron-collision-detector
Claim
Cloudflare Workers MCP server: cron-collision-detector
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| 44442 |
kagi-server
Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
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| 44443 |
gmail-mcp-server
Claim
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
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| 44444 |
NPI Registry MCP Server
Claim
A Model Context Protocol (MCP) server for searching the National Provider Ident…
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| 44445 |
vending-machine-mcp
Claim
A marketplace of 13 specialist AI agents for coding assistants, offering tools …
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| 44446 |
DevStandards MCP Server
Claim
Provides AI agents with access to 284+ development best practices, security gui…
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| 44447 |
medicover-mcp
Claim
Enables AI agents to manage appointments on Medicover's Polish patient portal, …
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| 44448 |
Access Smartschool courses, grades, assignments, and messages through the Model…
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| 44449 |
rbxsync-mcp
Claim
Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
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| 44450 |
abap-mcp
Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
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