MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49551 |
second-brain-mcp
Claim
Turns an Obsidian vault into semantic memory for coding agents, providing read-…
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| 49552 |
MCP File Edit
Claim
Provides comprehensive file system operations including reading, writing, searc…
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| 49553 |
mcp-sumologic
Claim
MCP server that integrates with Sumo Logic's API to perform log searches, data …
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| 49554 |
quasar-docs-mcp-server
Claim
Provides easy access to Quasar Framework documentation through the Model Contex…
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| 49555 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 49556 |
Qingflow MCP (CRUD)
Claim
Enables CRUD operations on Qingflow forms, queries, and records through agent-n…
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| 49557 |
cmd-line-mcp1
Claim
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| 49558 |
SkyFi MCP Server
Claim
Enables AI agents to search, order, and monitor satellite and geospatial imager…
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| 49559 |
tdl-mcp
Claim
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| 49560 |
Proms MCP Server
Claim
A lean MCP server that provides LLM agents with transparent access to multiple …
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| 49561 |
H-ear MCP Server
Claim
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
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| 49562 |
UsageWall
Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
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| 49563 |
slop-mcp
Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
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| 49564 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 49565 |
Art Blocks MCP Server
Claim
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
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| 49566 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 49567 |
mcp-obo
Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
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| 49568 |
Wireshark-MCP
Claim
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
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| 49569 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
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| 49570 |
DMCP
Claim
An MCP server that enables AI agents to act as dynamic dungeon masters for text…
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| 49571 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 49572 |
empresa-mcp-demo
Claim
Demonstration MCP server for Claude Team integration, enabling querying of samp…
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| 49573 |
lol-wiki-mcp
Claim
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| 49574 |
meshy-mcp
Claim
Enables Claude to generate 3D models from text or images, apply textures, and e…
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| 49575 |
Votura Tours
Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
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| 49576 |
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
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| 49577 |
swiss-rail-mcp
Claim
A zero-authentication MCP server for Swiss public transport, enabling users to …
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| 49578 |
Pinchtab MCP Wrapper
Claim
MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…
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| 49579 |
VectorClaw
Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
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| 49580 |
Language detection API for AI agents. Identify the language of any text using t…
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| 49581 |
Runn MCP Server
Claim
Connects AI assistants to the Runn.io resource planning platform to manage proj…
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| 49582 |
wiswa-mcp
Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
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| 49583 |
synology-office-mcp
Claim
Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and …
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| 49584 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 49585 |
Oura MCP Server
Claim
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
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| 49586 |
loreto-mcp
Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
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| 49587 |
Google Admin MCP Server
Claim
A FastMCP server for managing Google Workspace users through the Admin Director…
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| 49588 |
DevToolkit MCP Server
Claim
Provides AI assistants with 28 developer tools across file, git, code analysis,…
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| 49589 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
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| 49590 |
WhatsApp MCP Server
Claim
Enables AI assistants to manage WhatsApp: list chats, send and receive messages…
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| 49591 |
MCP Invoice
Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
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| 49592 |
tilnote-mcp-server
Claim
Enables AI assistants to create, read, search, and update notes on Tilnote, plu…
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| 49593 |
Due Diligence Scaffold
Claim
Facilitate comprehensive due diligence processes by integrating and automating …
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| 49594 |
Enables timezone conversion, astronomical calculations, and date utilities thro…
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| 49595 |
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
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| 49596 |
MCP Server for OpenHAB
Claim
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
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| 49597 |
PostProxy MCP Server
Claim
Integrates PostProxy API with Claude Code for publishing posts, checking status…
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| 49598 |
MCP Novel Game Server
Claim
A novel game server supporting multi-branch visual novel scenarios in English a…
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| 49599 |
Buildium MCP Server
Claim
Enables interaction with Buildium property management software through natural …
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| 49600 |
PipRail
Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
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