MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25401 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 25402 |
FastAPI MCP Template
Claim
Production-ready API server template integrating FastAPI with Model Context Pro…
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| 25403 |
MCP SSE Proxy
Claim
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
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| 25404 |
Copado MCP Server
Claim
Provide a flexible MCP server implementation that enables integration of LLMs w…
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| 25405 |
Enables real-time weather data streaming through a secure MCP server. Features …
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| 25406 |
Telegram MCP Server
Claim
A comprehensive integration that allows AI models to interact with Telegram acc…
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| 25407 |
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
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| 25408 |
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
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| 25409 |
mcp-server
Claim
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| 25410 |
human-survey
Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
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| 25411 |
Persistent codebase intelligence that gives AI assistants memory across sessions
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| 25412 |
Persistent memory for AI assistants with semantic search and knowledge graph re…
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| 25413 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 25414 |
Cisco Catalog MCP Server
Claim
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
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| 25415 |
mcp-engine-public
Claim
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
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| 25416 |
Weather MCP Server
Claim
Provide real-time weather information and forecasts to your applications. Enabl…
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| 25417 |
Discover and compare L402 + x402 paid API services from satring.com
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| 25418 |
NoctisAI
Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
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| 25419 |
terminal-mcp
Claim
A secure and pluggable MCP server to run terminal commands on your local machin…
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| 25420 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
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| 25421 |
business-central-mcp
Claim
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
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| 25422 |
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
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| 25423 |
MCP Opener
Claim
Enables opening files, folders, and URLs across different operating systems wit…
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| 25424 |
tradestaq-mcp
Claim
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
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| 25425 |
ai-pdf-assistant
Claim
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| 25426 |
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
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| 25427 |
test
Claim
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| 25428 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
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| 25429 |
interordra-mcp
Claim
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
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| 25430 |
Magic MCP Local
Claim
A local-first MCP server for generating production-ready React UI components en…
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| 25431 |
MCP Database Filesystem
Claim
Enables SQL Server database operations (queries, table management) and file sys…
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| 25432 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 25433 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
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| 25434 |
Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…
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| 25435 |
A Model Context Protocol server that helps users create, validate, and optimize…
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| 25436 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 25437 |
The human API for AI agents. When your agent hits a task it can't do — verify a…
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| 25438 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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| 25439 |
Nephyr Backtest
Claim
Prediction market strategy backtesting with real on-chain Polymarket data
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| 25440 |
cratedocs-mcp
Claim
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
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| 25441 |
GPT MCP Server
Claim
Enables ChatGPT Desktop to securely access and search local filesystem files th…
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| 25442 |
nandi-proxmox-mcp
Claim
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
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| 25443 |
Mem0 Memory Server
Claim
Enable AI agents to store, search, and delete persistent memories across sessio…
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| 25444 |
PBIXRay MCP Server V2
Claim
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabil…
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| 25445 |
perf
Claim
Benchmark, memory, Big O analysis for AI agents
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| 25446 |
vsfclubshashi
Claim
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| 25447 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
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| 25448 |
DDG MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 25449 |
An MCP server that exposes the OpenBB widgets.json specification as structured,…
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| 25450 |
A Model Context Protocol server that enables Claude to help developers implemen…
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