MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38401 |
Prospector MCP
Claim
Finds and verifies business email addresses using DNS/SMTP verification and web…
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| 38402 |
GraphJin
Claim
Enables AI assistants to query databases using natural language, with automatic…
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| 38403 |
D3 MCP Server
Claim
Provides D3 visualization documentation, chart recommendations, and code genera…
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| 38404 |
CBT Agent Helper
Claim
An MCP server that enables AI agents to engage in structured deep thinking and …
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| 38405 |
EARLY App MCP Server
Claim
An MCP server that provides AI assistants with access to the EARLY time trackin…
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| 38406 |
MCP Database Manager
Claim
Enables AI assistants to interact with and manage multiple database types (Post…
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| 38407 |
ctfd-mcp
Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
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| 38408 |
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
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| 38409 |
Enables querying and retrieval of structured video summaries from a SQLite know…
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| 38410 |
copilot-status-mcp
Claim
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
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| 38411 |
Tilt MCP Server
Claim
Enables LLMs and AI assistants to interact with Tilt development environments, …
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| 38412 |
Provides a standardized interface for interacting with Unipile's tools and serv…
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| 38413 |
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
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| 38414 |
Automates sales data analysis by cleaning CSV, generating AI insights, creating…
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| 38415 |
bitbank-lab-mcp
Claim
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
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| 38416 |
mcp-bot-crawler
Claim
Discovers, identifies, and governs bots on your website with MCP tools for scan…
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| 38417 |
CodePeel MCP Server
Claim
Enables AI agents to review code diffs for bugs, security issues, and bad patte…
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| 38418 |
AAP MCP Server
Claim
Enterprise-grade MCP server exposing Ansible Automation Platform 2.x as a compl…
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| 38419 |
yt-dlp-mcp-server
Claim
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
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| 38420 |
Anime.js MCP Server
Claim
Provides AI assistants with comprehensive access to the Anime.js animation libr…
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| 38421 |
Car Price MCP Server
Claim
Provides Brazilian vehicle price information using FIPE API, enabling users to …
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| 38422 |
mcp-server-polarion
Claim
A Model Context Protocol (MCP) server for Polarion ALM. Lets AI assistants read…
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| 38423 |
Domino MCP Server
Claim
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
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| 38424 |
A comprehensive Model Context Protocol server providing full CRUD operations fo…
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| 38425 |
lark-mcp
Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
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| 38426 |
dynadot-mcp
Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
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| 38427 |
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
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| 38428 |
CMR Client Health
Claim
Enables client success teams to get instant, natural-language health reads on c…
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| 38429 |
FreeCAD MCP
Claim
Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creati…
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| 38430 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 38431 |
remote-mcp-server
Claim
A TypeScript-based MCP remote server with HTTP transport, token authentication,…
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| 38432 |
MCP Officegest
Claim
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
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| 38433 |
@focus-mcp/cli
Claim
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
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| 38434 |
MCP Kandinsky
Claim
MCP server that generates images from text prompts using the Kandinsky AI via o…
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| 38435 |
SuperBox Executor
Claim
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
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| 38436 |
n2n-memory
Claim
Persists AI's cognitive fragments as a knowledge graph within each project dire…
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| 38437 |
DOL WHD MCP
Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
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| 38438 |
Modular RAG MCP Server
Claim
Converts unstructured documents into a searchable knowledge base and exposes re…
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| 38439 |
Fandom Wiki MCP Server
Claim
A generic MCP server that allows searching and retrieving articles, summaries, …
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| 38440 |
MCP server for managing Tailor Platform resources via tools like create, update…
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| 38441 |
Tienda Nube MCP Server
Claim
Integrates with the Tienda Nube/Nuvemshop API to manage products, orders, custo…
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| 38442 |
mcporter-bridge
Claim
Bridges a local mcporter registry into a single MCP server, enabling clients li…
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| 38443 |
novel-ranks
Claim
获取番茄小说榜单数据并解密字体加密内容,支持MCP协议自动注册为工具。
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| 38444 |
cypress-mcp
Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
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| 38445 |
wraith-mcp
Claim
An AI-native stealth browser MCP server that uses AI vision navigation and bot …
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| 38446 |
Modular RAG MCP Server
Claim
A pluggable, observable modular RAG framework exposing tools via MCP protocol f…
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| 38447 |
js-reverse-analyzer
Claim
Provides JavaScript reverse engineering capabilities including static analysis,…
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| 38448 |
memoire
Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
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| 38449 |
sinum-mcp
Claim
MCP server for Sinum smarthome system, enabling device and scene management, an…
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| 38450 |
Logeion MCP Server
Claim
Enables LLMs to search and retrieve Latin word definitions and lemmas from the …
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