MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34401 |
Saju Concierge
Claim
MCP server that calculates saju (four pillars) from birth date/time and provide…
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| 34402 |
Calendly MCP Server
Claim
Enables interaction with Calendly's scheduling platform via MCP, allowing users…
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| 34403 |
domestic-motion
Claim
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| 34404 |
ContextGC
Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
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| 34405 |
ToolPipe MCP Server
Claim
Provides a suite of 35 developer utility APIs including code formatting, data c…
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| 34406 |
smartsheet-mcp
Claim
Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
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| 34407 |
storykit-mcp
Claim
MCP server for the StoryKit asset library — search and embed free, generated de…
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| 34408 |
UE5 MCP Server
Claim
Bridges Claude AI to a live Unreal Engine 5 editor session, enabling natural la…
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| 34409 |
fouq-basecamp
Claim
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| 34410 |
perun-mcp
Claim
Enables AI agents to search for cheap flights, InPost parcel lockers, and hotel…
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| 34411 |
AETHER_01
Claim
Enables AI agents to perform extensive Windows system administration, file oper…
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| 34412 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
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| 34413 |
kube-linter audit for Kubernetes manifests — 63 checks: security, availability,…
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| 34414 |
mcp-express-adapter
Claim
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
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| 34415 |
ddg_mcp_server
Claim
A web-based search interface using DuckDuckGo's search API, built with Python a…
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| 34416 |
ai-pdf-assistant
Claim
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| 34417 |
mcp-nec2-antenna
Claim
Design and simulate wire antennas using the NEC2 method-of-moments solver via M…
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| 34418 |
model-radar
Claim
MCP server that pings 130+ free coding LLM models across 17 providers in real-t…
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| 34419 |
edge-tts
Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
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| 34420 |
pycycle-mcp
Claim
Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enab…
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| 34421 |
Sage MCP
Claim
An academic research server that provides LLMs with full-text search and retrie…
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| 34422 |
clawrag
Claim
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| 34423 |
kimi-code-mcp
Claim
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
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| 34424 |
apple-reminders-mcp
Claim
Enables management of Apple Reminders on macOS, including creating, listing, se…
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| 34425 |
企业查询MCP
Claim
Unlocks comprehensive enterprise data insights, enabling queries on business en…
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| 34426 |
ServiceTitan MCP Server
Claim
Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, A…
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| 34427 |
Recast MCP
Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
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| 34428 |
Google Sheets MCP Server
Claim
Enables comprehensive interaction with Google Sheets and Google Drive through O…
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| 34429 |
Factograph MCP
Claim
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
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| 34430 |
MCP Venezuela FakeNews
Claim
A Model Context Protocol server for combating disinformation about Venezuela, i…
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| 34431 |
AppFolio MCP Server
Claim
A Model Context Protocol (MCP) server that wraps AppFolio's REST API so Claude …
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| 34432 |
toconline-mcp
Claim
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
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| 34433 |
mcp101
Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
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| 34434 |
An MCP server that repurposes text or URL content into platform-optimized posts…
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| 34435 |
cPanel WordPress MCP
Claim
Enables managing cPanel accounts including subdomains, files, and WordPress ins…
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| 34436 |
debug-mcp
Claim
A smart debugging agent that remembers errors, automatically diagnoses issues, …
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| 34437 |
Exa MCP Server
Claim
Enable AI assistants to perform web searches using Exa's powerful search API. G…
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| 34438 |
agentic-task-system
Claim
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
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| 34439 |
MariaDB-MCP
Claim
Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only …
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| 34440 |
wikicapsule
Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
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| 34441 |
symfony-php-mcp
Claim
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
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| 34442 |
Cocos Creator Local MCP
Claim
An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
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| 34443 |
distillory
Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
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| 34444 |
mcpuptimeledger-mcp
Claim
MCP uptime, schema, auth, and SLA receipt monitoring.
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| 34445 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 34446 |
Serena MCP Server
Claim
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 34447 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
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| 34448 |
ullage
Claim
Manage your wine cellar through natural language with your AI agent, including …
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| 34449 |
Notion MCP Server
Claim
Enhanced Notion MCP server with custom composite tools for task management, inc…
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| 34450 |
WebcrawlerAPI MCP Server
Claim
Integrates WebcrawlerAPI's web scraping and crawling capabilities into MCP-comp…
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