MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62001 |
design-copier
Claim
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
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| 62002 |
PBPK MCP Server
Claim
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
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| 62003 |
untappd-mcp
Claim
An MCP server that interfaces with Untappd's mobile API to search beers, brewer…
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| 62004 |
threads-mcp
Claim
MCP server for Threads comment research — analyze public sentiment, frustration…
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| 62005 |
MCPBridge Server
Claim
Enables AI coding agents to control and interact with Unreal Engine 4.27 editor…
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| 62006 |
mcp-nixreview
Claim
A safety gate for agent-proposed NixOS configuration changes, grading security-…
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| 62007 |
mcp-kdenlive
Claim
Enables AI agents to control a running Kdenlive video editor instance via D-Bus…
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| 62008 |
Telofy
Claim
AI phone receptionist for small businesses: read calls, leads and booked appoin…
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| 62009 |
First Dollar
Claim
A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…
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| 62010 |
Cloud Custodian MCP
Claim
Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and…
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| 62011 |
cosmos
Claim
MCP server for the cosmos exocortex from Polarity Lab. Read and write your pers…
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| 62012 |
personal-brain-mcp
Claim
A personal-life database with 47 tools across 13 domains, enabling semantic sea…
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| 62013 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
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| 62014 |
solfleet
Claim
Agent-safe management of independent Solana validators and RPC nodes over MCP a…
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| 62015 |
mcp-plex
Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
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| 62016 |
postforme-mcp-pro
Claim
Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete a…
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| 62017 |
Blueprint
Claim
Blueprint is an MCP server that enables AI assistants to create C4 software arc…
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| 62018 |
A framework for building MCP servers with standardized tools, authentication, l…
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| 62019 |
@kubova/mcp
Claim
Lets AI agents pack shipping containers using the Kubova calculator, with tools…
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| 62020 |
webgpt MCP
Claim
Local MCP server for Codex to send prompts to ChatGPT Web Pro extension and man…
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| 62021 |
aviation-weather-mcp
Claim
Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…
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| 62022 |
GameDev-MCP-Server
Claim
Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unr…
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| 62023 |
actual-mcp
Claim
Enables agents to read and edit budgets in Actual Budget via natural language, …
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| 62024 |
WP Database MCP Server
Claim
Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …
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| 62025 |
Katamari MCP Server
Claim
An adaptive MCP server that grows and evolves based on user needs through self-…
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| 62026 |
Trading-card research and seller economics: identify cards, check sold comps, a…
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| 62027 |
Salesforce MCP Server
Claim
A Model Context Protocol server for Salesforce that enables managing contacts, …
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| 62028 |
Linux MCP
Claim
Linux MCP server for real-time system monitoring - CPU, memory, disk, network, …
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| 62029 |
@vorionsys/mcp-server
Claim
MCP server for AI-agent governance using trust scoring, behavioral signals, and…
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| 62030 |
shipyard
Claim
Ship, discover and review vibe-coded projects on Shipyard, the invite-only feed…
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| 62031 |
MCP Swagger Server
Claim
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
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| 62032 |
OpenAPI to MCP Server
Claim
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
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| 62033 |
engram-mcp
Claim
An MCP server that enables semantic and keyword search over Claude Code convers…
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| 62034 |
Metro Quadrado
Claim
Preço do m² por bairro em 6 cidades de Santa Catarina, Brasil. Dados abertos do…
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| 62035 |
A proxy server that forwards MCP requests to a JetBrains IDE server, with suppo…
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| 62036 |
Notes MCP Server
Claim
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
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| 62037 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
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| 62038 |
Stamp it
Claim
An MCP server that adds full-screen text or image watermarks to images with int…
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| 62039 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 62040 |
Cubiczan MCP Server
Claim
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
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| 62041 |
PullNexus
Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
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| 62042 |
MCP server for terminal operations and file editing, enabling AI assistants to …
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| 62043 |
Yandex Delivery MCP
Claim
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
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| 62044 |
open-codex-computer-use
Claim
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
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| 62045 |
Brave Search MCP Server
Claim
Provides web and local search capabilities via the Brave Search API, with pagin…
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| 62046 |
Kinsy
Claim
Finished, editable PowerPoint (.pptx) decks from a brief and your documents
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| 62047 |
Xeams MCP Server
Claim
Enables email address validation and outbound email status checking for the Xea…
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| 62048 |
re-library-mcp
Claim
Enables querying a curated reverse engineering knowledge base covering techniqu…
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| 62049 |
realtime-register-mcp
Claim
An MCP server for domain management, enabling domain availability checks, bulk …
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| 62050 |
memos-mcp
Claim
Connects to Memos note-taking service to read, write, search, filter, and manag…
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