MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63351 |
Firefly III MCP Server
Claim
A Model Context Protocol server that provides programmatic access to Firefly II…
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| 63352 |
Mistral OCR MCP Server
Claim
Extracts text content from PDFs and images using Mistral's OCR API, enabling OC…
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| 63353 |
Claude Sidekick
Claim
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
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| 63354 |
RecruiterCheck MCP
Claim
MCP server for scam-risk checks on job postings, recruiter emails, and company …
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| 63355 |
Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO …
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| 63356 |
maic-server-fs-mcp
Claim
Provides LLMs with local filesystem operations (read/write files, list director…
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| 63357 |
anytype-grpc
Claim
Enables AI assistants to control Anytype objects, blocks, and views via its int…
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| 63358 |
LinkedIn MCP Server
Claim
An MCP server that enables AI assistants to interact with LinkedIn, including j…
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| 63359 |
Swift MCP Server
Claim
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
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| 63360 |
Angel One MCP Server
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Enables AI agents to interact with Angel One brokerage for live market data, po…
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| 63361 |
attackforge-mcp
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Connects AI assistants to AttackForge's Self-Service API with full endpoint cov…
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| 63362 |
Airtable MCP Server
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Lets Claude read, create, update, and search records in an Airtable base using …
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| 63363 |
Unreal Engine MCP Server
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Enables AI assistants to control Unreal Engine through a native C++ Automation …
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| 63364 |
boj-mcp
Claim
Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems us…
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| 63365 |
testCal
Claim
Enables users to get and set meeting appointments in Google Calendar.
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| 63366 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 63367 |
code-verify-mcp
Claim
An MCP server for verifying AI-generated code quality, security, and performanc…
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| 63368 |
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
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| 63369 |
DeepWiki MCP Server
Claim
Enables Claude to explore, analyze, and answer questions about any public GitHu…
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| 63370 |
obsidian-vault-mcp
Claim
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
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| 63371 |
Lead Gen MCP Server
Claim
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
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| 63372 |
Redmine MCP Server
Claim
Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
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| 63373 |
Canvas MCP Server
Claim
Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
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| 63374 |
Salesforce Copilot MCP
Claim
Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, su…
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| 63375 |
Fluent MCP Server
Claim
Enables natural language interaction with ServiceNow Fluent SDK commands, API s…
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| 63376 |
Struq
Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
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| 63377 |
dm_mcp_server
Claim
MCP server for Dameng database, providing tools to test connection, list tables…
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| 63378 |
Qasper
Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
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| 63379 |
GameDrop MCP Server
Claim
Enables AI agents to search, compare prices, and get details on discounted and …
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| 63380 |
devstack-mcp
Claim
Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ eco…
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| 63381 |
dataeyes-mcp-server
Claim
Provides web search and page reading capabilities through the DataEyes API.
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| 63382 |
learn-mcp
Claim
An MCP server for agent-guided DSA practice that generates LeetCode-style probl…
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| 63383 |
sudo-mcp-gmail
Claim
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
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| 63384 |
mcp-react-frontend
Claim
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
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| 63385 |
timeweb-mcp-server
Claim
Enables management of Timeweb Cloud resources including servers, databases, Kub…
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| 63386 |
@aiready/ast-mcp-server
Claim
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
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| 63387 |
mcp-secure-remote
Claim
A stdio-to-remote MCP bridge with mTLS client certificate authentication for se…
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| 63388 |
Enables streaming text-to-speech generation using ElevenLabs with real-time aud…
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| 63389 |
claude-monet-mcp
Claim
A lightweight sketch canvas that lets users draw ideas and sync them in real-ti…
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| 63390 |
mcp-server
Claim
Connect AI assistants to your email inbox using the Model Context Protocol (MCP…
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| 63391 |
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
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| 63392 |
Pinpole MCP Server
Claim
Enables AI agents to design cloud architectures, run cost/performance simulatio…
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| 63393 |
mcp-server-github
Claim
An MCP server that enables GitHub API operations such as managing repositories,…
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| 63394 |
Provides a standardized interface for interacting with Trello's tools and servi…
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| 63395 |
Password strength evaluation API for AI agents. Score 0-100 with entropy bits, …
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| 63396 |
An MCP server that runs concurrent, session-isolated Playwright browser context…
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| 63397 |
Workflowy MCP Server
Claim
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
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| 63398 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
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| 63399 |
Enables querying Eurostat data using natural language, powered by DuckDB for op…
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| 63400 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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