MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35051 |
contabilidad-mcp
Claim
Double-entry accounting MCP server for Claude Desktop. Supports accounts, trans…
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| 35052 |
mcp-git-coord
Claim
Reduces token waste by caching code understanding in .mi context files and prev…
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| 35053 |
mongodb3-mcp-server
Claim
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
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| 35054 |
Freepik MCP
Claim
Enables AI assistants to search, download, and generate visual content using Fr…
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| 35055 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 35056 |
Saju MCP Server
Claim
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
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| 35057 |
mcp
Claim
MCP server for Monnet — motions, plans, files, approvals, and the team's compan…
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| 35058 |
book-teardown-mcp
Claim
Enables deep structural analysis of ebooks by extracting core conflicts, insigh…
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| 35059 |
CKAN MCP Server
Claim
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
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| 35060 |
novai-mcp-server
Claim
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
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| 35061 |
skill-depot
Claim
Enables AI agents to semantically search and retrieve relevant skills from a lo…
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| 35062 |
patient-safety-ai-mcp
Claim
AI-powered patient safety ai MCP server for agents. Supports check drug interac…
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| 35063 |
@yawlabs/caddy-mcp
Claim
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
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| 35064 |
twitter-read
Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
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| 35065 |
n8n-workflow-builder
Claim
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| 35066 |
YouTube MCP
Claim
Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, e…
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| 35067 |
holoviz-viz-mcp
Claim
An MCP server that enables AI assistants to create interactive visualizations, …
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| 35068 |
mathematica-mcp
Claim
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
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| 35069 |
MCP-SERVER
Claim
A TypeScript + Express skeleton for MCP services, currently only providing a he…
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| 35070 |
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
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| 35071 |
Poppify Studio
Claim
Photo-to-reel MCP for solo founders and SMBs. Upload 1–10 photos and get a capt…
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| 35072 |
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
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| 35073 |
mcp-google-sheets
Claim
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
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| 35074 |
@shxiaj/everything-mcp
Claim
Enables lightning-fast file searching on Windows using Everything SDK, with too…
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| 35075 |
ac-infinity-mcp
Claim
Monitor and automate AC Infinity grow controllers through natural conversation …
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| 35076 |
Archergate
Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
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| 35077 |
yt-dlp
Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
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| 35078 |
DBOS MCP Server
Claim
Enables LLMs to analyze and manage DBOS workflows, including introspection, wor…
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| 35079 |
Emeritus MCP Server
Claim
MCP server for integrating AI models with Emeritus services, enabling user mana…
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| 35080 |
cvserver
Claim
Live US options chains with Greeks and IV, a screener, SQL, and FMP fundamental…
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| 35081 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 35082 |
clarik-mcp-server
Claim
Clarity and memory persistent workspace context manager for Claude.
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| 35083 |
newsapi-mcp
Claim
A Model Context Protocol (MCP) server that provides real-time news intelligence…
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| 35084 |
Classroom Suite MCP
Claim
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
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| 35085 |
Altaviz
Claim
Enables monitoring and managing multi-platform media buying accounts via natura…
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| 35086 |
OverlayQA MCP
Claim
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
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| 35087 |
Garmin MCP Server
Claim
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
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| 35088 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 35089 |
amazon-in-mcp
Claim
Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock"…
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| 35090 |
deepseek-pp
Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
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| 35091 |
arXiv MCP Server
Claim
Enables AI assistants to search and retrieve academic papers from arXiv through…
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| 35092 |
Torna MCP Server
Claim
Enables interaction with Torna API documentation management platform, allowing …
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| 35093 |
graphpilot
Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
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| 35094 |
nishati-mcp
Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
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| 35095 |
e2b-code-mode
Claim
A Code Mode MCP server for the e2b API, giving agents three tools (search, exec…
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| 35096 |
oarx-docs-mcp
Claim
MCP server for semantic search across the complete ObjectARX 2026 documentation…
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| 35097 |
MyFitnessPal MCP Server
Claim
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
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| 35098 |
MyFitnessPal
Claim
MCP server for MyFitnessPal: log, search, and analyze your food diary.
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| 35099 |
Automate tasks, processes, and approvals with AI.
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| 35100 |
Composer Kit MCP Server
Claim
This MCP server provides access to Composer Kit React component documentation, …
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