MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64351 |
MCP Inventory Manager
Claim
An AI-powered inventory management system with a natural language interface, en…
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| 64352 |
brief-mcp
Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
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| 64353 |
uptimepage
Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
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| 64354 |
mcp-server-starter
Claim
A minimal MCP server template exposing echo and word_count tools, serving as a …
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| 64355 |
packet-coders-mcp
Claim
A local MCP server for interacting with a network lab, supporting read-only and…
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| 64356 |
clipacanvas
Claim
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| 64357 |
device-controller-mcp
Claim
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
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| 64358 |
Cybrium MCP Server
Claim
Provides AI coding assistants with real-time security scanning superpowers, inc…
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| 64359 |
Mail.tm MCP Server
Claim
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
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| 64360 |
CNBizAPI MCP Server
Claim
Enables AI agents to query detailed information on 77M+ Chinese companies, incl…
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| 64361 |
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
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| 64362 |
MNotify MCP Server
Claim
Enables AI IDEs like Cursor to send SMS, manage contacts/groups/templates, and …
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| 64363 |
KoreanSkinpedia MCP
Claim
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
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| 64364 |
SwapWizard
Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
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| 64365 |
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
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| 64366 |
mcp-codexreview
Claim
Provides MCP tools to review git changes using OpenAI Codex CLI, enabling code …
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| 64367 |
telegram-mcp-server
Claim
A read-only MCP server that lets AI agents read personal Telegram chats from an…
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| 64368 |
GitHub-Gemini MCP Server
Claim
An advanced Model Context Protocol server that integrates GitHub repositories w…
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| 64369 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
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| 64370 |
design-clone-mcp
Claim
One-click website design cloning with Puppeteer. Captures HTML, CSS, colors, fo…
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| 64371 |
home_mcp_gateway
Claim
A local MCP gateway that provides image generation and editing tools via extern…
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| 64372 |
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
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| 64373 |
Lexiguard HR
Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
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| 64374 |
jenkins-mcp-server
Claim
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
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| 64375 |
smartrent-mcp
Claim
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
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| 64376 |
Encrypted store for API keys and database URLs your code needs. Use them withou…
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| 64377 |
cl-eli-mcp
Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
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| 64378 |
Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 dri…
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| 64379 |
mcp-kql-server
Claim
MCP server for executing Kusto Query Language (KQL) queries against Azure Data …
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| 64380 |
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
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| 64381 |
SportteryAPI
Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
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| 64382 |
tickward MCP
Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
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| 64383 |
TopoLift Negotiation
Claim
Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
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| 64384 |
n9n
Claim
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| 64385 |
A Forgejo MCP Server
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| 64386 |
mysql-mcp
Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
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| 64387 |
Nexus Alpha Geometry
Claim
Finance research agent for thesis, trade note, and market-state review.
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| 64388 |
Billium
Claim
Official Billium MCP server: manage crypto invoices, payments, and webhooks fro…
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| 64389 |
LinkedIn MCP Server
Claim
Enables LinkedIn automation including search, profile viewing, connection manag…
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| 64390 |
hello-mcp
Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
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| 64391 |
salesforce-mcp
Claim
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
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| 64392 |
MemoryStar
Claim
A local semantic memory MCP server for AI coding agents that provides persisten…
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| 64393 |
Umi-OCR MCP Server
Claim
Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text…
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| 64394 |
Citadel
Claim
Encrypted-first embedded database with vector search and agent memory, exposed …
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| 64395 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 64396 |
brave-search-mcp
Claim
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| 64397 |
Obsidian MCP Server
Claim
A lightweight MCP server that enables AI assistants to securely read, create, a…
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| 64398 |
pmxt-mcp
Claim
MCP server that provides a unified prediction market API for multiple venues li…
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| 64399 |
MCP Automation Service
Claim
A production-grade backend that lets LLMs safely operate Gmail, Google Drive, a…
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| 64400 |
AFL++ MCP server
Claim
Enables users to interact with AFL++ for fuzzing workflows, including creating …
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