MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48051 |
chart-mcp
Claim
Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabl…
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| 48052 |
dk-eli-mcp
Claim
Provides access to Danish legislation from Retsinformation.dk, enabling retriev…
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| 48053 |
naija-faker-mcp
Claim
Enables AI assistants to generate fake Nigerian data including names, addresses…
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| 48054 |
beacon-mcp
Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
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| 48055 |
EOR Compliance MCP
Claim
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
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| 48056 |
doc-tools-mcp
Claim
An MCP server for managing pandoc/CSL-YAML bibliographies and verifying citatio…
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| 48057 |
This MCP server provides governed read access to the Analytos Brain knowledge g…
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| 48058 |
abcd
Claim
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| 48059 |
EPC Tender Screening MCP
Claim
An MCP-only server for evidence-based EPC tender screening that enables AI agen…
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| 48060 |
@askaudience/mcp-server
Claim
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
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| 48061 |
Wauldo
Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
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| 48062 |
HOOPS AI MCP Server
Claim
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
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| 48063 |
Zerodha MCP Server
Claim
Enables AI assistants to interact with the Zerodha trading platform for placing…
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| 48064 |
Enables live preview of Storybook components inside the IDE as the AI edits the…
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| 48065 |
bhe_mcp
Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 48066 |
Here Now ER MCP
Claim
An MCP server that provides real-time emergency room availability, open hospita…
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| 48067 |
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
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| 48068 |
SmartDB MCP
Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
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| 48069 |
Grants.gov MCP Server
Claim
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
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| 48070 |
mcp-server-interview
Claim
Enables managing todo lists and tasks through natural language, supporting crea…
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| 48071 |
wx4py-mcp
Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
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| 48072 |
Memex-Wiki MCP Server
Claim
Provides AI agents with a secure offline-first long-term memory system using Ob…
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| 48073 |
nano-banana-claude
Claim
An MCP server that provides image generation using Google's Nano Banana Gemini …
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| 48074 |
agent-staking-mcp-server
Claim
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
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| 48075 |
Zambia payments for AI agents — mobile money via Flutterwave. Never holds funds.
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| 48076 |
varta-mcp
Claim
Spam classification MCP server for AI agents that classifies messages as SPAM, …
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| 48077 |
Swiggy Deal Finder
Claim
Finds the cheapest nearby option for a dish on your own Swiggy account, ranked …
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| 48078 |
time-left-mcp-chatgpt
Claim
Provides a single tool to display visual progress bars for time remaining in th…
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| 48079 |
servidor-acordaos-ia
Claim
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| 48080 |
Skillroute MCP
Claim
Provides AI agents with a structured library of engineering skills, best practi…
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| 48081 |
VisionToolMCP
Claim
Enables text-only agents to process images by accepting image files, base64 dat…
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| 48082 |
Miami Friend
Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
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| 48083 |
tcgen-st-test-mcp
Claim
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
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| 48084 |
ssid-mcp
Claim
Identify the manufacturer behind any MAC address; flags randomized/private addr…
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| 48085 |
MCP IT Help Desk
Claim
AI-powered IT support server that understands issues in Turkish and English, su…
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| 48086 |
Pacioli
Claim
MCP server that connects Claude Code to the Holded API for natural language fin…
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| 48087 |
Doris MCP Server
Claim
Enables natural language querying of Apache Doris databases via LLM-powered SQL…
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| 48088 |
Civitai MCP Server
Claim
Enables AI agents to fully interact with the Civitai platform, including browsi…
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| 48089 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
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| 48090 |
Provides unrestricted access to your development environment with filesystem op…
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| 48091 |
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
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| 48092 |
Team Manager MCP
Claim
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
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| 48093 |
Fronius MCP Server
Claim
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
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| 48094 |
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
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| 48095 |
claudit
Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
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| 48096 |
windows-gui-mcp
Claim
Enables AI coding agents to automate Windows desktop applications through seman…
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| 48097 |
Geektastic MCP Server
Claim
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
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| 48098 |
docio-mcp
Claim
Enables document conversion between 50+ formats, including Excel and PDF, using…
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| 48099 |
mcp-just-seek-knowledge
Claim
Stores and searches AI-generated knowledge about software projects, enabling Cu…
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| 48100 |
AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Ja…
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