MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 4 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34051 |
pokemcp
Claim
An MCP server that exposes the PokéAPI as tools and resources, allowing AI assi…
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| 34052 |
Provides secure file read, write, and edit operations for Windows, with enterpr…
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| 34053 |
test-smithery
Claim
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| 34054 |
thermal-mcp-server
Claim
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
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| 34055 |
kip-mcp-server
Claim
An MCP server that lets an AI assistant look at your boat's Signal K data and h…
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| 34056 |
Kahuna
Claim
A persistent memory MCP server for AI copilots that automatically surfaces rele…
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| 34057 |
Steam MCP Server
Claim
Steam store/game data (no key) plus player profiles, libraries and achievements…
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| 34058 |
mijia-home-mcp
Claim
An MCP server that provides read-only snapshots and change detection for Xiaomi…
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| 34059 |
shinobi
Claim
Task spine + searched dead-ends + mobile approvals for AI coding agents — one s…
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| 34060 |
MemHeaven
Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
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| 34061 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
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| 34062 |
Terraform MCP Assistant
Claim
A FastMCP-based server that provides a natural language interface to Terraform …
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| 34063 |
vocametrix
Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
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| 34064 |
Demo FastMCP Server
Claim
A minimal MCP server demo with tools for ping, addition, and fetching current U…
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| 34065 |
OrcaRouter
Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
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| 34066 |
MedSci Agent
Claim
An open source biomedical research agent that provides LLMs with 28 tools for d…
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| 34067 |
MCP Memory Server
Claim
An MCP server that gives Claude persistent memory by storing conversation conte…
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| 34068 |
Weather Bot MCP Server
Claim
Enables users to query weather, perform web research, and manage a graph databa…
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| 34069 |
kicktipp-agent
Claim
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
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| 34070 |
loudcheck
Claim
Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
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| 34071 |
kaka-mcp-server
Claim
KAKA, an ancient amnesiac crow from klaash.club. Get a live introduction or his…
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| 34072 |
@alog-world/mcp
Claim
MCP server for Alog, an AI × Human blog platform. Enables AI agents to post log…
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| 34073 |
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…
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| 34074 |
Novu MCP Server
Claim
Enables AI agents to interact with Novu's notification system, facilitating ope…
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| 34075 |
digiloglabs
Claim
digiloglabs mcp
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| 34076 |
analytics
Claim
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| 34077 |
md-annotate
Claim
A local-first markdown review tool with MCP integration, enabling AI and humans…
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| 34078 |
Torna MCP Server
Claim
Enables interaction with Torna API documentation management platform, allowing …
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| 34079 |
gong-mcp
Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
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| 34080 |
Duffel MCP Server
Claim
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
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| 34081 |
mcp-kindle
Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
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| 34082 |
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
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| 34083 |
personal-mail-mcp
Claim
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
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| 34084 |
terminal-history-mcp
Claim
Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. L…
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| 34085 |
FlightHunter MCP
Claim
A Model Context Protocol (MCP) server that gives Claude the ability to search f…
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| 34086 |
mcp-brain-manager
Claim
An intelligent context management layer for the Brain Knowledge Management Syst…
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| 34087 |
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
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| 34088 |
EVM Copilot
Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
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| 34089 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
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| 34090 |
mcp-datecalc
Claim
Enables users to perform date arithmetic, compute differences, add durations, a…
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| 34091 |
NoctisAI
Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
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| 34092 |
struqvault
Claim
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| 34093 |
veradata
Claim
MCP server providing verified Latin American data via x402 micropayments. 4 MCP…
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| 34094 |
TrueNAS Scale MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to manage True…
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| 34095 |
mcp-comms
Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
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| 34096 |
WP Navigator MCP
Claim
AI-powered WordPress management that enables creating and editing posts, pages,…
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| 34097 |
fahali-mcp
Claim
Market-intelligence MCP: 18 detection engines over 9,200+ instruments with cali…
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| 34098 |
sumo-mcp
Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
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| 34099 |
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
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| 34100 |
jetkvm-mcp
Claim
MCP server that enables AI to see and control a physical computer via a JetKVM …
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