MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41651 |
gmail-mcp-local
Claim
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
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| 41652 |
ads-mcp
Claim
Unified MCP server for managing Meta Ads, LinkedIn Ads, Google Ads, GA4, and Se…
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| 41653 |
wikicapsule
Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
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| 41654 |
T1/T2 Protocol
Claim
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
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| 41655 |
sufetch
Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
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| 41656 |
miyo-kado
Claim
Security-first MCP server plugin for Obsidian that gives AI assistants granular…
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| 41657 |
Monad MCP Server
Claim
Listens to Monad testnet for new blocks and provides a REST API to query the la…
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| 41658 |
x402-mcp
Claim
A hybrid MCP server that integrates x402 payment protocol, providing tools to m…
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| 41659 |
Rumble MCP
Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
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| 41660 |
comsol-mcp
Claim
MCP server for visible COMSOL automation that attaches to a running COMSOL Mult…
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| 41661 |
Model Context Shell
Claim
Enables AI agents to compose MCP tool calls into Unix-style pipelines, executin…
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| 41662 |
Keepa MCP Server
Claim
Provides conversational access to Keepa's product and sales data for product re…
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| 41663 |
Graphiti MCP Demo
Claim
Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memo…
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| 41664 |
qwen-vision-mcp
Claim
Enables text-only LLMs to see images on demand by integrating Qwen vision model…
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| 41665 |
mcp-rag-assistant
Claim
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
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| 41666 |
windows-computer-use-mcp
Claim
Enables Claude to fully control a Windows desktop with native screen capture, l…
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| 41667 |
MeshCue Forge
Claim
An open-source MCP server that turns natural language hardware descriptions int…
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| 41668 |
mcp-brain
Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
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| 41669 |
Enterprise MCP Server
Claim
A highly configurable, deployment-ready MCP server with modular architecture fo…
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| 41670 |
Image Convertor MCP
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An MCP server that provides comprehensive image conversion and processing tools…
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| 41671 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
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| 41672 |
skillgod
Claim
An MCP server that automatically injects relevant skills, project memory, and r…
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| 41673 |
Cloudflare Workers MCP server: api-schema-drift-detector
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| 41674 |
minimax-llm-mcp
Claim
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
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| 41675 |
project10
Claim
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| 41676 |
postgresql-mcp-server
Claim
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
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| 41677 |
godson_1231
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| 41678 |
MySQL MCP Server
Claim
Enables interaction with MySQL databases via HTTP/SSE, allowing SQL query execu…
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| 41679 |
NGS360 MCP Server
Claim
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
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| 41680 |
mcp-server-weread
Claim
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
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| 41681 |
Converse MCP Server
Claim
Enables Claude to chat with various AI models and obtain multi-model consensus …
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| 41682 |
buddy
Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
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| 41683 |
@scom82/topvisor-mcp
Claim
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
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| 41684 |
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
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| 41685 |
BoligWatch MCP Server
Claim
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
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| 41686 |
EzRAG MCP Server
Claim
Provides semantic search and keyword search over Obsidian notes, along with dir…
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| 41687 |
Billingo MCP Server
Claim
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
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| 41688 |
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
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| 41689 |
mcp-vision
Claim
A local autonomous AI agent that watches your screen, understands the visual la…
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| 41690 |
testit-mcp-server
Claim
Enables interaction with TestIT test management platform, allowing management o…
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| 41691 |
mcp-task-manager
Claim
MCP server that wraps a personal task manager REST API, enabling Claude to read…
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| 41692 |
YouTube MCP Server
Claim
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
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| 41693 |
proxmox-mcp-server
Claim
Enables management of Proxmox VE environments via the Proxmox API, including no…
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| 41694 |
Enables AI agents to check real-time SAP object release status for ABAP Cloud a…
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| 41695 |
MetaCall MCP Server
Claim
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
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| 41696 |
note-taking-ai-mcp
Claim
note-taking-ai-mcp MCP server by MEOK AI Labs
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| 41697 |
gru953-crew
Claim
GRU953 Crew's autonomous multi-agent coding method, exposed as callable MCP too…
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| 41698 |
mcp-manager
Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
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| 41699 |
mcp_playwright
Claim
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| 41700 |
Devicebase MCP Server
Claim
Enables remote control of mobile devices via the Devicebase API, including touc…
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