MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53701 |
OctoTrip Flights
Claim
Free, no-login MCP server for searching and comparing flights with real-time pr…
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| 53702 |
Zotero MCP Server
Claim
Enables LLM-powered tools to interact with Zotero academic libraries, including…
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| 53703 |
skill-search
Claim
Semantic, on-demand skill retrieval for Claude Code that saves tokens and impro…
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| 53704 |
mon-marche-mcp
Claim
Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…
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| 53705 |
Enables searching and retrieving historical records from the Library of Congres…
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| 53706 |
fal
Claim
A Model Context Protocol (MCP) server for interacting with fal.ai models and se…
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| 53707 |
Claude Persistent Memory
Claim
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
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| 53708 |
git-mcp
Claim
Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allo…
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| 53709 |
poe2-build-mcp
Claim
An MCP server for Path of Exile 2: a queryable game corpus plus Path-of-Buildin…
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| 53710 |
wardrowbe-mcp
Claim
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
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| 53711 |
ravendb-mcp
Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
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| 53712 |
Codemagic MCP Server
Claim
A lightweight MCP server that provides seamless access to Codemagic CI/CD APIs,…
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| 53713 |
J-Link RTT Viewer MCP
Claim
Enables AI assistants to interact with STM32 development boards via J-Link debu…
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| 53714 |
DrissionPage-MCP-Server
Claim
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
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| 53715 |
Vopak Workspace MCP
Claim
Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, D…
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| 53716 |
codex-remote-exec
Claim
MCP server for remote execution on Windows devices. Enables Codex to run PowerS…
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| 53717 |
KiCad Context MCP
Claim
A read-only MCP server for AI agents to understand KiCad projects through progr…
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| 53718 |
gee-mcp
Claim
Enables downloading satellite imagery from Google Earth Engine as GeoTIFF files…
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| 53719 |
Enables querying Google NotebookLM notebooks directly from Claude Desktop (MCP)…
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| 53720 |
youtube
Claim
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| 53721 |
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
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| 53722 |
openai-imagegen-mcp
Claim
Enables image generation and editing via OpenAI's gpt-image-1 model, with optio…
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| 53723 |
Analyzes corporate financial information using Korea's DART API, supporting fin…
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| 53724 |
voidmob-mcp
Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
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| 53725 |
opennews-mcp
Claim
Crypto news aggregation MCP server with AI ratings, trading signals, and real-t…
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| 53726 |
ia-cae-zurekin-mcp
Claim
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
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| 53727 |
Hello
Claim
Greet people by name and scrape websites for content. Gather page information q…
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| 53728 |
cloud-alm-itsm-mcp
Claim
MCP server for querying SAP Cloud ALM ITSM installations. Enables retrieval, fi…
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| 53729 |
Enables rigorous, zero-hallucination analysis of local PDF papers, generating e…
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| 53730 |
idelrpg
Claim
Gamifies software development by allowing agents to create quests, track progre…
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| 53731 |
Yahoo Fantasy MCP
Claim
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
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| 53732 |
Skolverket-MCP
Claim
Enables easy access to open data from the Swedish National Agency for Education…
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| 53733 |
browser-devtools-mcp
Claim
An MCP server that provides AI coding assistants with comprehensive browser aut…
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| 53734 |
Tracking MCP
Claim
A generic MCP server for tracking any entity type (e.g., weight, workouts, book…
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| 53735 |
era5-mcp-server
Claim
Enables natural language access to ERA5 climate data from the Copernicus Climat…
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| 53736 |
Munin Memory
Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
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| 53737 |
fal.ai MCP Server
Claim
MCP server for interacting with the fal.ai API — run AI models, submit jobs, an…
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| 53738 |
This is a secure Python code execution server that enables LLMs to run Python c…
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| 53739 |
xtapdown-mcp
Claim
X (Twitter) creator toolkit MCP with 14 tools: tweet download (video/GIF/image/…
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| 53740 |
splitwise-mcp
Claim
MCP server that exposes every endpoint from Splitwise's public self-serve API d…
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| 53741 |
media-mcp
Claim
An MCP server for AI-powered media generation using Google Gemini, enabling cre…
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| 53742 |
thingworx-mcp
Claim
MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agent…
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| 53743 |
enhanced-mcp-memory
Claim
An MCP server for intelligent memory and task management with semantic search, …
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| 53744 |
Exposes a blog CRUD API (posts and comments) as MCP tools, with an integrated A…
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| 53745 |
MyMCP
Claim
Dynamically converts any OpenAPI v3 specification into a fully-functional Model…
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| 53746 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 53747 |
vault-mcp-server
Claim
Turns any folder of Markdown files into a searchable, structured knowledge base…
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| 53748 |
Slack MCP Server
Claim
A strong MCP server for Slack integration, providing standardized access to Sla…
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| 53749 |
Agent Memory MCP
Claim
MCP server for agent-maintained memories, allowing creation, reading, updating,…
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| 53750 |
Dexcom G7 MCP Server
Claim
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
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