MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36451 |
OHIP MCP Server
Claim
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
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| 36452 |
Sellfox MCP
Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
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| 36453 |
API易 MCP Server
Claim
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
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| 36454 |
Geniuz
Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
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| 36455 |
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
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| 36456 |
mcp-captcha-solver
Claim
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
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| 36457 |
nix-agent
Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
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| 36458 |
ADB MCP Server
Claim
Inspect, manage, debug, and run commands on connected Android devices and emula…
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| 36459 |
weather-mcp-server
Claim
A weather query MCP server based on FastMCP, supporting Chinese city names and …
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| 36460 |
ETABS MCP Server
Claim
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
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| 36461 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 36462 |
MuleSoft Code MCP
Claim
Remote MCP server for MuleSoft APIs that enables agents to discover operations …
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| 36463 |
Spica MCP Server
Claim
MCP server that enables AI agents to interact with Spica servers, managing data…
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| 36464 |
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
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| 36465 |
Weather MCP Server
Claim
A sample MCP server that provides weather alerts and forecasts using the Nation…
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| 36466 |
mql5-help-mcp
Claim
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
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| 36467 |
microsoft-todo-safe-mcp
Claim
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
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| 36468 | — | |||||||||
| 36469 |
RPA-Python MCP Server
Claim
A Model Context Protocol server that wraps RPA-Python to enable AI models to di…
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| 36470 |
devPartner
Claim
A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, a…
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| 36471 |
Motion MCP Server
Claim
An open-source MCP server enabling AI assistants to interact with the Motion AP…
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| 36472 |
Google Docs MCP Proxy
Claim
Local stdio MCP server that handles Google OAuth2 locally and proxies authentic…
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| 36473 |
ErrorLens MCP
Claim
Provides structured error classification and recovery guidance for MCP agents, …
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| 36474 |
Brand Images → Notion
Claim
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
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| 36475 |
shemcp
Claim
An MCP server that provides sandboxed shell command execution with configurable…
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| 36476 |
zhihu-mcp
Claim
Enables AI assistants to directly operate Zhihu, including login, publishing ar…
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| 36477 |
Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) th…
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| 36478 |
Chisel
Claim
MCP server for test impact analysis and code intelligence. Maps tests to code a…
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| 36479 |
MCP-WEATHER
Claim
Provides weather information for any city using the Open-Meteo API, deployed vi…
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| 36480 |
tweetclaw
Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
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| 36481 |
NGSIEM MCP Server
Claim
Enables MCP-compatible applications to execute CrowdStrike NGSIEM security even…
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| 36482 |
VTiger MCP Server
Claim
Enables interaction with VTiger CRM through tools for module listing, CRUD oper…
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| 36483 |
rdf-mcp
Claim
MCP servers for querying Brick and 223P ontologies, enabling abbreviation expan…
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| 36484 |
A Python MCP server that gives LLMs persistent, searchable access to project co…
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| 36485 |
Codex Control Chrome MCP
Claim
Exposes the Codex Chrome extension flow to other Agent tools through MCP, enabl…
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| 36486 |
agentloop
Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
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| 36487 |
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
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| 36488 |
Tushare MCP Server
Claim
Provides AI assistants with access to Tushare financial data API for querying C…
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| 36489 |
mcp-tools-hub
Claim
A collection of production-ready MCP tools for common tasks such as web search,…
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| 36490 |
Bridges AI agents with tools on IBM watsonx governed agentic catalog, enabling …
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| 36491 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 36492 |
AI Core MCP Server
Claim
Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core…
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| 36493 |
Apache Beam MCP Server
Claim
Enables AI-controlled management of Apache Beam data pipelines across different…
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| 36494 |
devloop
Claim
Drives a browser - or a native Expo/React Native app - and your dev server, put…
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| 36495 |
MCP Script Runner
Claim
Enables MCP clients to remotely execute server-side JavaScript in ServiceNow vi…
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| 36496 |
timemap-mcp
Claim
Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…
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| 36497 |
A collection of MCP servers providing structured tools for ARM specification, v…
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| 36498 |
solar-mcp
Claim
Open-source MCP servers exposing US solar data (production, resource, economics…
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| 36499 |
flomo-mcp
Claim
A simple notes MCP server with resource access, note creation tool, and summary…
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| 36500 |
Enables an AI agent to fetch member profiles and generate deterministic, partne…
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