MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39401 |
AndroJack-mcp
Claim
Enables AI coding assistants to access up-to-date, official Android documentati…
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| 39402 |
bluebeam-mcp
Claim
MCP server that exposes Bluebeam Revu 21 to Claude for PDF markup, document man…
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| 39403 |
ContextAtlas
Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
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| 39404 |
yearbook-mcp-public
Claim
e-yearbook.com MCP (Model Context Protocol) server. The server lets any MCP-awa…
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| 39405 |
Civil3D MCP Server
Claim
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
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| 39406 |
Enables image generation via OpenRouter API, supporting models like Gemini 2.5 …
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| 39407 |
CrewAI MCP Orchestrator
Claim
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
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| 39408 |
moneycontrol-mcp
Claim
MCP server providing Moneycontrol market data including stock quotes, fundament…
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| 39409 |
crypto-api-fixer
Claim
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
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| 39410 |
ynab-mcp-server
Claim
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| 39411 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 39412 |
mcp-gera-mind
Claim
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
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| 39413 |
Track AI agent fleet performance, costs, anomalies, and trends.
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| 39414 |
Manages LinkedIn prospecting CSV files with deduplication and search, reducing …
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| 39415 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
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| 39416 |
LN Church Agent MCP
Claim
Inspect-only MCP server for HTTP 402 and agent-commerce surfaces without execut…
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| 39417 |
mcp
Claim
Fail-closed policy gate for AI agent actions, with local evaluation and native …
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| 39418 |
mcp-retroarch
Claim
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
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| 39419 |
mcp-server-bigquery-2
Claim
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| 39420 |
mcp-geraeats
Claim
Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
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| 39421 |
tradingview-mcp
Claim
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
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| 39422 |
StablecoinX
Claim
Drive a StablecoinX business account — auth, API keys, sessions, paymaster, and…
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| 39423 |
@hyperweb/mcp-server
Claim
MCP server that enables AI agents to generate, verify, and set up Starship conf…
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| 39424 |
orm-mcp
Claim
MCP server for @mostajs/orm: generate, lint (24 rules) & migrate EntitySchemas.
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| 39425 |
Fabler Relay
Claim
Human-in-the-loop request queue for autonomous agents: file requests for a huma…
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| 39426 |
vegalite-viewer
Claim
MCP server for creating interactive Vega-Lite data visualizations that render i…
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| 39427 |
ocr-mcp
Claim
Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
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| 39428 |
MCP Server for WeChat DevTools CLI - Automate Mini Program development & testin…
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| 39429 |
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
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| 39430 |
Reference Servers
Claim
Explore a variety of implementations that enhance Large Language Models with se…
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| 39431 |
db-mcp
Claim
Read-only PostgreSQL database MCP server for safely exploring schema, tables, r…
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| 39432 |
vibemap-mcp
Claim
Load & create VibeMap product specs from your coding agent; sync build progress.
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| 39433 |
ppxc-leads-mcp
Claim
Enables AI agents to discover high-intent leads from social media comments (Dou…
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| 39434 |
pium-mcp
Claim
An MCP server for career and academic counseling that uses official public data…
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| 39435 |
Harper MCP Server
Claim
Exposes HarperDB tables and custom resources as structured MCP resources, enabl…
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| 39436 |
Eval_MCP
Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
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| 39437 |
Node MCP Template
Claim
Opinionated template for building Node.js stdio and HTTP MCP servers.
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| 39438 |
Calendar MCP Server
Claim
Enables AI assistants to manage Google Calendar events through natural language…
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| 39439 |
Provides tools for analyzing code repositories, including structure, dependenci…
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| 39440 |
pdf-mcp
Claim
An MCP server that exposes Marker for high-quality PDF OCR and conversion, prov…
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| 39441 |
laserfiche-mcp
Claim
MCP server for self-hosted Laserfiche repositories — search and read documents …
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| 39442 |
connorgallic
Claim
Query Connor Gallic's profile, products (KaiCalls, Kai CMO, Build with Kai), an…
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| 39443 |
mp
Claim
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| 39444 |
mcp-hub
Claim
A meta-MCP server that acts as a single connection point to lazily spawn and pr…
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| 39445 |
Discord MCP Server
Claim
Enables AI models to send plain text messages, formatted release announcements,…
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| 39446 |
feishu-reader
Claim
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
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| 39447 |
keep-mcp
Claim
Enables users to create, search, and retrieve Google Keep notes via natural lan…
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| 39448 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 39449 |
mock-llm-mcp
Claim
MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing A…
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| 39450 |
Homey MCP Server
Claim
Enables AI agents to control Homey smart home devices, trigger flows, and query…
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