MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38601 |
PostgreSQL MCP Server
Claim
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
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| 38602 |
Agent Broker
Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
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| 38603 |
A clean architecture backend API that registers and semantically searches data …
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| 38604 |
Provides access to Hong Kong financial data like business registrations, mortga…
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| 38605 |
metadata_mcp
Claim
Reads and writes metadata across images, audio, video, documents, and text file…
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| 38606 |
figma-mcp
Claim
Enables AI coding agents to access Figma files and prototypes, allowing them to…
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| 38607 |
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
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| 38608 |
LinkForty MCP Server
Claim
Connects AI assistants like Claude and Cursor to LinkForty deep links and analy…
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| 38609 |
Rize.io MCP Server
Claim
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
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| 38610 |
claude-imagine
Claim
An MCP server that enables Claude Code to generate context-aware images using l…
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| 38611 |
RunContext
Claim
Enables AI agents to understand and query your database safely by providing a s…
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| 38612 |
effect-mcp
Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
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| 38613 |
mcp-outline
Claim
A Model Context Protocol server for interacting with Outline document managemen…
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| 38614 |
memory-mcp-ce
Claim
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
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| 38615 |
Billingo MCP Server
Claim
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
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| 38616 |
mcp-csu
Claim
Provides AI assistants direct access to 700+ statistical datasets about the Cze…
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| 38617 |
nexusm-mcp-server
Claim
Generic MCP server exposing Nexusm core capabilities (memory, conversation, kno…
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| 38618 |
pdf-toolkit-mcp
Claim
A comprehensive MCP server with 37 tools for PDF operations including reading, …
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| 38619 |
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
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| 38620 |
AvatarBook MCP Server
Claim
Enables delegation of work to AI agents with cryptographic verification and tok…
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| 38621 |
AgentCloak
Claim
A proxy service that sits between AI agents and email, providing safe access wi…
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| 38622 |
Enables AI agents to assess AWS environments against the AWS Security Reference…
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| 38623 |
Enables Claude to store and retrieve information with semantic search using Qdr…
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| 38624 |
gh-attach
Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
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| 38625 |
SQLite MCP Server
Claim
Enables natural language interaction with local SQLite databases through Claude…
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| 38626 |
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
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| 38627 |
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
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| 38628 |
OpenAra
Claim
An open-source local MCP server for macOS that provides desktop control tools (…
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| 38629 |
obsidian-mcp-complete
Claim
Local-first MCP server for Obsidian vaults with 66 tools for reading, writing, …
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| 38630 |
sparksheets
Claim
Enables AI-powered document platform integration for Claude Code, Cursor, and C…
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| 38631 |
karellen-lsp-mcp
Claim
Provides LLM clients with structured code intelligence through LSP servers, ena…
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| 38632 |
mcp-server-attom
Claim
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
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| 38633 |
ppt-mcp
Claim
An MCP server that provides real-time control of Microsoft PowerPoint via COM a…
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| 38634 |
Enables interaction with Google Search Console via MCP, offering search analyti…
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| 38635 |
aegis-mcp
Claim
Provides AI coding agents with deterministic security requirements, approved pa…
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| 38636 |
PTT MCP Server
Claim
Enables AI clients to log in and interact with the PTT bulletin board system vi…
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| 38637 |
youtube-gemini-mcp
Claim
Enables conversational analysis of YouTube videos using Gemini 2.5 Pro, support…
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| 38638 |
Provides a tool to fetch npm package information via the Model Context Protocol.
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| 38639 |
codemem
Claim
Persistent memory MCP server that captures coding session context and automatic…
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| 38640 |
WetLab-MCP
Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
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| 38641 |
Kubernetes MCP Server
Claim
Enables secure Kubernetes operations with configurable security modes, supporti…
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| 38642 |
chdb-mcp
Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
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| 38643 |
pessoal
Claim
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| 38644 |
A boilerplate for building MCP servers using TypeScript, with example tools lik…
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| 38645 |
x402-sms
Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
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| 38646 |
sovereign-stack
Claim
An MCP server providing 82 tools for persistent memory, governance, and conscio…
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| 38647 |
local-apple-data
Claim
MCP server for privacy-gated local Apple data access including Mail, Messages, …
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| 38648 |
MCP Weather Server
Claim
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
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| 38649 |
secscan-mcp
Claim
MCP server for Cursor that scans codebases for security issues including hardco…
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| 38650 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
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