MCP Server Quality Scores
Independent quality analysis of 69468 public MCP servers
Last updated 8 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37401 |
commercial-registry
Claim
Enables searching and retrieving Korean commercial registration precedents (617…
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| 37402 |
mcp-arcgis-chatham
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Enables querying Chatham County, Georgia open geospatial datasets (parcels, add…
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| 37403 |
Provides a standardized interface for interacting with Jira's tools and service…
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| 37404 |
FVWM3 Window Manager
Claim
Enables interaction with the FVWM3 window manager for configuration generation,…
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| 37405 |
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
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| 37406 |
Grok AI MCP Server
Claim
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
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| 37407 |
web-search-mcp
Claim
Provides web and image search using the Doubao (Volcengine) API with configurab…
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| 37408 |
Ozon MCP Server
Claim
MCP server for Ozon marketplace that enables AI assistants to search products, …
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| 37409 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 37410 |
agent-wiki
Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
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| 37411 |
MCP Codebase Mentor
Claim
An MCP server that acts as an AI mentor for any codebase using dual-layer index…
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| 37412 |
claude-usage-guard
Claim
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
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| 37413 |
multi-model-mcp
Claim
An MCP server that exposes tools for sub-agent style reasoning across multiple …
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| 37414 |
DeepMyst MCP Server
Claim
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
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| 37415 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 37416 |
Grove
Claim
An open-source MCP server that makes your Obsidian vault accessible from any AI…
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| 37417 |
surfagent-x
Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
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| 37418 |
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
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| 37419 |
MCP Project Guard
Claim
This MCP server automatically analyzes project architecture and finds similar c…
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| 37420 |
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
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| 37421 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 37422 |
n3mo
Claim
N3MO: Code intelligence engine mapping repositories into queryable symbol graph…
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| 37423 |
fake-star-audit
Claim
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
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| 37424 |
apigee-mcp
Claim
Exposes Apigee X / GCP Management API operations as tools, enabling management …
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| 37425 |
slametrivai
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| 37426 |
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
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| 37427 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
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| 37428 |
Interactive Clarify
Claim
A universal 'Ask User Questions' MCP tool for AI coding agents.
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| 37429 |
fungenerators
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| 37430 |
shiori-mcp
Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
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| 37431 |
DB-MCP
Claim
Multi-database SQL validation service with Docker containerization, supporting …
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| 37432 |
instagram-mcp
Claim
Enables Claude to read and send Instagram DMs, manage threads and message reque…
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| 37433 |
rigshare
Claim
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…
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| 37434 |
e-Stat MCP server
Claim
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
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| 37435 |
mail-index
Claim
Local-first, read-only MCP server for recall over your Gmail: search, contacts,…
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| 37436 |
n8n-flow-bridge-mcp
Claim
Enables git-based version control for n8n workflows with automatic credential r…
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| 37437 |
publish-artifacts-mcp
Claim
Enables publishing, updating, and sharing HTML artifacts with strict security i…
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| 37438 |
telegram-mcp
Claim
Enables users to read, search, and manage Telegram messages in channels, groups…
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| 37439 |
MCP-RAG
Claim
Turns Claude Desktop into a personal document question-answering system using l…
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| 37440 |
Master Metrics
Claim
Master Metrics MCP v1.0.0
Master Metrics MCP brings your marketing data direct…
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| 37441 |
Things MCP Server
Claim
Enables Claude to interact with Things 3 task management, allowing creation, an…
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| 37442 |
clawdentials
Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
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| 37443 |
opencode-mcp-tool
Claim
This is a Model Context Protocol (MCP) server that allows AI assistants to inte…
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| 37444 |
imagen-4-mcp
Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
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| 37445 |
Pharos Sentinel
Claim
Evaluates on-chain risk for Pharos agents before executing transactions, provid…
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| 37446 |
Nexus MCP
Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
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| 37447 |
An MCP server for offline network forensic analysis and threat intelligence, en…
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| 37448 |
my-first-agent
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| 37449 |
mcp-parasut
Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
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| 37450 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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