MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46601 |
multichain-mcp
Claim
Read balances/prices and prepare transfers across Stacks, Celo, and Base from o…
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| 46602 |
algorithmaide-mcp
Claim
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
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| 46603 |
Gemini Code Assist MCP
Claim
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
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| 46604 |
Floe Payments and Credit
Claim
Credit and payments for AI agent developers — over MCP. No crypto required
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| 46605 |
Shuttle
Claim
Enables AI assistants to securely execute SSH commands on remote servers with c…
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| 46606 |
lanhu-mcp-codex
Claim
Read-only MCP server that converts Lanhu project/design links into design conte…
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| 46607 |
POC Node MCP Server
Claim
A proof-of-concept MCP server for learning and testing, providing basic arithme…
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| 46608 |
YNAB MCP Starter
Claim
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
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| 46609 |
s3-mcp
Claim
MCP server for AWS S3 and compatible object stores, enabling LLM clients to bro…
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| 46610 |
ChatGPT Apps MCP Starter
Claim
A starter MCP server that provides tools for widget interaction and preference …
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| 46611 |
Generates transit route information by routing user queries to MCP tools using …
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| 46612 |
npm-trends-mcp
Claim
Provides weekly download counts and trend data for npm packages, enabling compa…
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| 46613 |
mp
Claim
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| 46614 |
SuperMemory
Claim
MCP-first agent learning: capture failures, validate lessons, retrieve context,…
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| 46615 |
Integrates Xiaomi MiMo's multimodal API to enable understanding of images, audi…
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| 46616 |
Dad Jokes MCP Server
Claim
An MCP server for generating dad jokes based on a given topic, with support for…
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| 46617 |
Motion MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants full access t…
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| 46618 |
MCP Inventory
Claim
Enables CRUD and analytical operations on a SQLite inventory database, includin…
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| 46619 |
mcp-server-rust
Claim
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
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| 46620 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
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| 46621 |
telemcp
Claim
An MCP server that gives AI assistants read-only access to your personal Telegr…
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| 46622 |
redfin-mcp-server
Claim
Search Redfin properties, get property details, and market statistics
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| 46623 |
github-mcp-server
Claim
A minimal MCP server for GitHub that enables browsing repos, reading code, sear…
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| 46624 |
Salestools Club
Claim
Salestools Club is a technical registry and audit of 300+ sales APIs and MCP se…
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| 46625 |
easy-pg-admin-mcp
Claim
High-privilege PostgreSQL admin MCP server for database and role/grant manageme…
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| 46626 |
writefreely-mcp-server
Claim
An MCP server for WriteFreely that enables AI agents to publish and manage cont…
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| 46627 |
jankins
Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
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| 46628 |
MCP Server Fly
Claim
A reusable MCP server for Fly.io offering utility tools including weather, web …
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| 46629 |
directus-safe-mcp
Claim
A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST…
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| 46630 |
riocloud-reader
Claim
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
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| 46631 |
tw-law-mcp
Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
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| 46632 |
mssql-mcp-server-python
Claim
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
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| 46633 |
Seahorse RAG MCP
Claim
A local MCP memory server for edge devices that uses graph-backed retrieval to …
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| 46634 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
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| 46635 |
websites
Claim
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| 46636 |
mastyf-ai
Claim
Perimeter security for your AI Infrastructure.
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| 46637 |
NexMem MCP
Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
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| 46638 |
mcp-infra-readonly
Claim
A read-only MCP server that gives Claude Code secure, non-invasive access to in…
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| 46639 |
uptrack-mcp
Claim
MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI…
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| 46640 |
reaper-reapy-mcp
Claim
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
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| 46641 |
Open Mind
Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
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| 46642 |
Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabli…
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| 46643 |
nestjs-langgraph-mcp
Claim
Experimental MCP server built with NestJS and LangGraph, enabling tool executio…
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| 46644 |
Android MCP Server
Claim
Enables AI agents to directly control Android devices via Termux, providing 120…
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| 46645 |
BlockbenchMCP
Claim
Enables AI assistants to build Minecraft models, textures, and animations direc…
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| 46646 |
mcp-server-mattermost
Claim
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
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| 46647 |
An MCP server that gives AI agents the ability to inspect, observe, and automat…
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| 46648 |
Remote MCP Server
Claim
Enables running MCP tools remotely on Cloudflare Workers with OAuth login. Supp…
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| 46649 |
ShipMCP
Claim
Enables LLMs to understand and work with shipbuilding terminology (Korean/Engli…
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| 46650 |
Fantasy MCP
Claim
Multi-agent parlay optimization system using CrewAI to analyze games, evaluate …
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