MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35951 |
qrcoding Skill MCP
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Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
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| 35952 |
Oneprofile
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Find prospects, research them, and run email and LinkedIn outreach in your Onep…
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| 35953 |
Exposes 219+ tools for Slack, Gmail, Google Workspace, Jira, Confluence, CRM, a…
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| 35954 |
Proxygate
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Curated marketplace of real-world data APIs for AI agents, paid per call in USD…
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| 35955 |
Splitwise MCP Server
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A standalone MCP server that provides complete access to the Splitwise API, ena…
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| 35956 |
nutrition-tracker-ai-mcp
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nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
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| 35957 |
Enables AI assistants to generate interactive Excalidraw diagrams with viewport…
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| 35958 |
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
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| 35959 |
Local Browser MCP
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A headless, agent-controllable real browser as an MCP server that enables AI ag…
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| 35960 |
Tunnel Manager
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MCP server for managing SSH tunnels and remote hosts, offering tools for host i…
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| 35961 |
yuque-local-mcp
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本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
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| 35962 |
PixelDojo
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Generate images, video, audio and short films with 140+ AI models from any MCP …
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| 35963 |
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
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| 35964 |
Provides a standardized interface for interacting with Shortcut's tools and ser…
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| 35965 |
laravel-simple-rag
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Self-hosted knowledge manager and MCP server that lets you organize snippets, q…
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| 35966 |
pg-lens-mcp
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Securely connect AI assistants to PostgreSQL databases with read-only access, s…
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| 35967 |
Base MCP Server
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Enables AI applications to interact with the Base blockchain network and Coinba…
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| 35968 |
ecobrowser MCP server
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Enables AI agents to control a browser via MCP with structured perception, veri…
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| 35969 |
open-dental-mcp
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Enables interaction with Open Dental practice management software, allowing rea…
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| 35970 |
Poke Google Docs MCP
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A remote MCP server that lets your Poke agent create and edit Google Docs.
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| 35971 |
MCP Serial Port Tool
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Enables AI assistants to interact with physical serial port devices across plat…
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| 35972 |
fpf-memory
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This MCP server provides a deterministic index of the First Principles Framewor…
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| 35973 |
EVM Proxy MCP
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MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 35974 |
Gmail MCP Server
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Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 35975 |
Calcifier
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MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
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| 35976 |
invezgo
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| 35977 |
Postfleet
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Give an AI agent its own email address: send, reply, read, and wait for mail.
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| 35978 |
mcp
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Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
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| 35979 |
smithery_claude
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| 35980 |
chart-context
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Read-only MCP server: AI agents read your live MyLinedChart desktop chart conte…
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| 35981 |
RightCard
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Which of your credit cards to use at any store, from verified bank data. No ban…
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| 35982 |
Local Explorer MCP
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Enables AI assistants to intelligently search and explore local file systems us…
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| 35983 |
zabbix-mcp
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Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-…
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| 35984 |
MindMap
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Turn outlines and hierarchical notes into interactive mind maps through a hoste…
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| 35985 |
Enables DevOps operators to query and operate the Sigma Streaming Platform from…
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| 35986 |
Viz MCP Server
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Enables AI agents to create data visualizations like bar charts, line charts, p…
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| 35987 |
test-calendar
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| 35988 |
YApi MCP Server
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Provides tools for AI assistants to list, search, and get details of YApi inter…
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| 35989 |
vision_mcp
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Enables LLMs like DeepSeek to understand images by calling external vision mode…
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| 35990 |
A public-safe demo MCP server for learning how to package Tools, Resources, and…
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| 35991 |
KCSC MCP Server
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Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
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| 35992 |
agents-mcp
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Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
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| 35993 |
MapNetwork MCP Server
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Generate styled map images (PNG/SVG) for any location, with customizable color …
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| 35994 |
carapace-mcp
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Enables AI agents to semantically search and contribute insights to a shared kn…
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| 35995 |
tibet-triage-mcp
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MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
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| 35996 |
Heuris-BioMCP
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A bioinformatics MCP server that connects AI clients to over 30 life science da…
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| 35997 |
mcp-deploy-intel
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Provides Kubernetes deployment intelligence with typed query tools and AI-synth…
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| 35998 |
Field Ascend
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Field Ascend is a multi-tenant field service management platform used by engine…
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| 35999 |
agent-notify
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Enables AI agents and applications to send audio notifications with text-to-spe…
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| 36000 |
PubFi MCP
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Route crypto data needs through PubFi capability and gateway tools.
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