MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46351 |
OpenSkill
Claim
An MCP server that makes Anthropic Skills universally accessible across coding …
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| 46352 |
pg-mcp-server
Claim
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
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| 46353 |
Context Weaver
Claim
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
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| 46354 |
OSDU MCP Server
Claim
AI-powered access to OSDU subsurface data through natural language, enabling AI…
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| 46355 |
Giphy MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 46356 |
ContextFS
Claim
MCP server for OpenCode that manages context with structured injection, progres…
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| 46357 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
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| 46358 |
Google Trends MCP
Claim
A production-grade Google Trends MCP server for AI workflow integration. Suppor…
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| 46359 |
ProjectMemory
Claim
A proof-of-concept MCP server for security research demonstrating a multi-phase…
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| 46360 |
tempo-api-mcp
Claim
Tempo time-tracking for Claude — worklogs, plans, and timesheet approvals
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| 46361 |
Model Context Protocol (MCP) server for interacting with IBM Storage Scale clus…
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| 46362 |
browser-connect-mcp
Claim
Enables AI assistants to connect to browser DevTools and backend debuggers for …
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| 46363 |
Max MCP Server
Claim
Enables to fetch and update workspace profile settings for the Digital Crew Max…
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| 46364 |
reddit-rss-mcp
Claim
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
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| 46365 |
glyphs-info-mcp
Claim
A unified MCP server for Glyphs font design software, integrating handbook quer…
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| 46366 |
Say Hello
Claim
Greet people by name with a friendly, personalized message. Make interactions w…
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| 46367 |
FinLynq
Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
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| 46368 |
Mochi
Claim
Browser automation MCP server with persistent memory for AI assistants, enablin…
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| 46369 |
AFSIM MCP Server
Claim
Enables LLMs and AI agents to interact with AFSIM through standardized MCP tool…
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| 46370 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 46371 |
Paytm MCP Server
Claim
Enables AI agents and developers to securely access Paytm's Payments and Busine…
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| 46372 |
MiniMax Unified MCP
Claim
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
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| 46373 |
MCP35
Claim
INFATON MCP Server for 1C:Enterprise ERP — 35 tools for metadata inspection, do…
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| 46374 |
unifi-mcp
Claim
MCP server that turns Claude into a UniFi network specialist. Manage devices, o…
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| 46375 |
Omnier
Claim
Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
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| 46376 |
shipswiftcomponents-mcp
Claim
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
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| 46377 |
v0-mcp-ts
Claim
Bridge design and code seamlessly by generating UI components and layouts from …
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| 46378 |
mcp-guide
Claim
Enables AI agents to access and manage project guidelines, documentation, and c…
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| 46379 |
whisper-transcribe-mcp
Claim
MCP server for audio transcription using local faster-whisper or OpenAI Whisper…
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| 46380 |
kinozal-mcp
Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
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| 46381 |
copper-mountain-vna-mcp
Claim
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
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| 46382 |
agent-drugs
Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
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| 46383 |
inkra-mcp
Claim
MCP bridge for [Inkra](https://store.juergenkoller.software/en/apps/inkra) — na…
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| 46384 |
AutoMCP
Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
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| 46385 |
@node2flow/notion-mcp
Claim
MCP server for the Notion API, enabling management of pages, blocks, databases,…
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| 46386 |
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
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| 46387 |
JobHound
Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
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| 46388 |
tick-mcp
Claim
Enables AI assistants to manage TickTick tasks, projects, habits, tags, and foc…
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| 46389 |
misata-mcp
Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
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| 46390 |
Raven
Claim
Design intelligence for AI-generated UI — principles, patterns, content, brand,…
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| 46391 |
mcp-quiz-generator
Claim
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
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| 46392 |
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
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| 46393 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 46394 |
whm-mcp-server
Claim
Enables AI assistants to manage WHM hosting accounts and server administration …
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| 46395 |
Sage MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
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| 46396 |
Vibe Blocks MCP
Claim
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
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| 46397 |
AgentDesk MCP
Claim
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
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| 46398 |
FeedClaw
Claim
The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
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| 46399 |
click-to-mcp
Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
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| 46400 |
Enables querying of Chinese-Western medicine interactions with comprehensive dr…
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