MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 42301 |
Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries…
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| 42302 |
Parallect MCP Server
Claim
Enables AI assistants to perform multi-provider deep research via Parallect.ai,…
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| 42303 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
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| 42304 |
gemini-image-generator
Claim
Enables image generation and transformation using Google Gemini AI, with automa…
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| 42305 |
claude-orator-mcp
Claim
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
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| 42306 |
claude-screen-mcp
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Enables Claude to capture and analyze screen content across Windows, macOS, and…
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| 42307 |
yandex-mcp
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Enables LLM agents to interact with Yandex Tracker (and future Yandex services)…
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| 42308 |
database-mcp
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Automatically discovers database schema, performs data quality checks on tables…
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| 42309 |
Document Organizer MCP
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Enables agents to manage and organize local documents by listing, inspecting, e…
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| 42310 |
MCP server for ListenME — product research task management via Boxverse AI. Pro…
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| 42311 |
Personal local AI memory/document MCP that manages short and long-term memories…
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| 42312 |
AI SEO Magic Button
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Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan …
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| 42313 |
packmate-mcp
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MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
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| 42314 |
A Model Context Protocol server that enables applications to interact with Gmai…
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| 42315 |
Business Helper
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AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
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| 42316 |
reference-mcp
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An MCP server that helps AI agents comprehend a codebase by providing tools for…
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| 42317 |
fallmage-mcp
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MCP server for the foldkit SDK, exposing 7-prime spine, 7 κ-bands, and 6 fold o…
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| 42318 |
PatchPilot MCP
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Security scanner for vibe coders that checks npm packages for known vulnerabili…
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| 42319 |
Linear MCP Server
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Enables interaction with Linear workspace through the Model Context Protocol, s…
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| 42320 |
LifeOS Plugin
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An MCP server integrating 40+ workflow skills for personal productivity, projec…
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| 42321 |
Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable w…
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| 42322 |
patent20251012
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| 42323 |
Juno MCP Server
Claim
Enables AI-powered security investigation and threat analysis by connecting MCP…
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| 42324 |
Salesforce MCP Server
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Enables Claude to interact with Salesforce for querying, modifying, and managin…
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| 42325 |
Statespace
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Enables users to document data and connect it to AI agents by defining tools an…
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| 42326 |
Israel Grocery MCP
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Enables cross-store price comparison and recipe-driven cart automation for Isra…
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| 42327 |
mcp-evolution-api
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MCP server that wraps the Evolution API (WhatsApp) as semantic tools for LLM ag…
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| 42328 |
AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 …
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| 42329 |
lumberjack
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| 42330 |
Profile Explorer
Claim
Extract structured insights from personal and organizational profile pages. Sea…
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| 42331 |
Enola
Claim
Enola. is a local Model Context Protocol (MCP) server. A deterministic map of y…
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| 42332 |
Buzzr Sports Engine
Claim
Local sports math, DFS settlement, bet analytics, and game-entertainment tools.
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| 42333 |
MGC_MCP
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Enables querying Mega MGC Coffee store locations, menu items, and real-time sto…
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| 42334 |
huddle-mcp
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A broker that queues agent requests (plans, questions, FYIs) and batches them b…
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| 42335 |
Mineru MCP Server
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Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 42336 |
Art Blocks MCP Server
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The Art Blocks MCP Server supercharges your AI agents to become instant power u…
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| 42337 |
mcpauth
Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
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| 42338 |
cut.skill
Claim
Enables AI agents to control video editing software (剪映/CapCut and Adobe Premie…
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| 42339 |
smithery-mcp-server
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| 42340 |
Gmail MCP Server
Claim
A custom MCP server that gives Claude full Gmail control — send directly, read,…
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| 42341 |
sap_analytics_cloud_mcp
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Enables interaction with SAP Analytics Cloud through an MCP server, exposing 90…
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| 42342 |
mcp-college-scorecard
Claim
College Scorecard MCP — US Department of Education College Scorecard API
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| 42343 |
mcp_review_code_tool
Claim
MCP server for code review using OpenRouter API. Supports local code review via…
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| 42344 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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| 42345 |
Sema
Claim
MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM…
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| 42346 |
Steam MCP Server
Claim
MCP server providing 25 tools to query Steam store data, player statistics, ach…
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| 42347 |
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
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| 42348 |
featurepulse-mcp
Claim
A Model Context Protocol server for FeaturePulse feedback management, enabling …
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| 42349 |
technical-notes-mcp
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MCP server that allows searching a local notes directory and retrieving live CP…
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| 42350 |
rag-server
Claim
Local MCP server that provides a search_documents tool to query a RAG pipeline …
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