MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40801 |
Stage AI MCP
Claim
This MCP server replicates how a creative strategist gathers context by expandi…
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| 40802 |
SearXNG MCP Server
Claim
Enables web search and content scraping from multiple engines via a local SearX…
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| 40803 |
mcp-worker
Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
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| 40804 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 40805 |
UFC-MCP
Claim
A local file conversion server supporting audio, video, image, document, and sp…
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| 40806 |
Tibia MCP Server
Claim
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
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| 40807 |
SloplessCode
Claim
Provides operational continuity for AI coding agents, preserving task state, de…
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| 40808 |
fizzy-mcp
Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
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| 40809 |
pydoll-mcp
Claim
Enables browser automation with zero-webdriver, supporting tab management, elem…
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| 40810 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 40811 |
sinhala-mcp
Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
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| 40812 |
trdizin-mcp
Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 40813 |
Pulls real and estimated shipping costs from Shiprocket and Delhivery into Clau…
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| 40814 |
Vanta MCP Server
Claim
Enables management of Vanta compliance platform resources including controls, v…
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| 40815 |
benmilne
Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
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| 40816 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 40817 |
feishu-enhance-mcp
Claim
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
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| 40818 |
BioQC-MCP
Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
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| 40819 |
abilities-mcp
Claim
Open-source MCP bridge that connects any AI client to your WordPress sites thro…
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| 40820 |
mcp-augment
Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
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| 40821 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 40822 |
clangd-mcp-server
Claim
Provides C++ code intelligence tools for AI agents via the Model Context Protoc…
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| 40823 |
Smriti MCP
Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
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| 40824 |
ContextBuilder (ctx)
Claim
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
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| 40825 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 40826 |
agy-mcp
Claim
Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client t…
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| 40827 |
Provides image generation capabilities using Google's Gemini 2.0 Flash Preview …
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| 40828 |
Loxone MCP Server
Claim
Enables natural language control of Loxone smart home systems, including lighti…
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| 40829 |
argus-web-mcp
Claim
A self-hosted MCP server offering unlimited web search, scraping, and content e…
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| 40830 |
cleanroom-mcp
Claim
An MCP server that enforces the clean-room software reimplementation process wi…
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| 40831 |
TradingView MCP Jackson
Claim
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
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| 40832 |
Google Sheets MCP
Claim
Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 40833 |
travel-insurance
Claim
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
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| 40834 |
Database MCP Server
Claim
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
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| 40835 |
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
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| 40836 |
Soma
Claim
Drop-in RMCP runtime for provider-backed MCP tools, prompts, resources, and age…
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| 40837 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 40838 |
Engram-Mem
Claim
Enables persistent memory for AI agents, combining episodic and semantic memory…
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| 40839 |
mcp-ns-railways
Claim
MCP server for querying Dutch railway data via the NS API, with planned tools f…
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| 40840 |
MiniCPM Vision MCP
Claim
为DeepSeek、Claude Desktop等AI助手提供本地视觉能力,支持图片描述和视频帧分析,数据不出机。
|
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| 40841 |
Starterbox
Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
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| 40842 |
molon
Claim
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| 40843 |
better-mcp
Claim
A universal MCP server that provides AI agents with structured tools for filesy…
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| 40844 |
merchant-mcp
Claim
A universal MCP server that provides a single merchant interface for AI agents …
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| 40845 |
satudata-ngawi
Claim
MCP server for accessing Indonesian local government data from Satu Data Ngawi.…
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| 40846 |
getir-mcp
Claim
MCP server for Getir partner API (Turkey). Manage orders, products, pricing, an…
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| 40847 |
MCP server for accessing VS Code/Cursor Local History
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| 40848 |
A basic Python implementation of a Model Context Protocol server for educationa…
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| 40849 |
Wikipedia MCP Server
Claim
Provides structured access to Wikipedia content including search, summaries, im…
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| 40850 |
mcp-apollo-config
Claim
Enables querying and editing configuration items in Apollo Config Center using …
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