MCP Server Quality Scores
Independent quality analysis of 69468 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35201 |
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
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| 35202 |
devrecall
Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
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| 35203 |
Search Docs MCP
Claim
Enables semantic search across multiple AI library documentations to keep codin…
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| 35204 |
mcp-poc
Claim
A proof-of-concept MCP server that provides weather information using the Open-…
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| 35205 |
meta-threads-mcp
Claim
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
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| 35206 |
SERP Agent SEO
Claim
Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…
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| 35207 |
docs_search
Claim
Enables AI agents to search project documentation via a semantic index, returni…
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| 35208 |
re-kaitai
Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
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| 35209 |
camunda-mcp
Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
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| 35210 |
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
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| 35211 |
BLOT Nado MCP Server
Claim
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
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| 35212 |
A Python-based MCP server that exposes tools over streamable HTTP using FastAPI…
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| 35213 |
Relay
Claim
Facilitate seamless communication between disparate systems or services. Enable…
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| 35214 |
polydoc-mcp
Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
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| 35215 |
ComfyUI-Agent-Bridge
Claim
Enables an external coding agent to exchange text and images with ComfyUI workf…
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| 35216 |
muapi
Claim
Generate images, videos, and audio using 100+ AI models via muapi.ai.
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| 35217 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
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| 35218 |
wps-mcp-server
Claim
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
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| 35219 |
AgentTrace
Claim
MCP server for tracing, logging, and debugging multi-agent systems by capturing…
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| 35220 |
mcp-kaneo
Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
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| 35221 |
recount
Claim
Enables users to ask about render performance in React and React Native apps vi…
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| 35222 |
Enables AI models to search and read topics from the Sankhya community discussi…
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| 35223 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 35224 |
agentix
Claim
Marketplace where AI agents buy/sell skills over Bitcoin Lightning with escrow-…
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| 35225 |
HAR Analyzer MCP Server
Claim
A Python MCP server that loads and analyzes HAR files locally, providing struct…
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| 35226 |
Once connected, your AI agent can:
Check any UK company — directors, sharehold…
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| 35227 |
SHEARLINE
Claim
A free, MIT-licensed MCP server that provides AI agents with analyst-grade US s…
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| 35228 |
Accordo
Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
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| 35229 |
MGC_MCP
Claim
Enables querying Mega MGC Coffee store locations, menu items, and real-time sto…
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| 35230 |
Integrates the US National Weather Service API with Claude Desktop to provide r…
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| 35231 |
chromium-sync-mcp
Claim
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
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| 35232 |
MCP MySQL Server
Claim
A MCP MySQL server with DDL support, permission control and operation logs.
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| 35233 |
goodvat
Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
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| 35234 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 35235 |
Trello MCP Server
Claim
A Model Context Protocol (MCP) server that connects Trello to Claude Code. Mana…
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| 35236 |
LinkedIn Content Planner
Claim
Draft, revise and review LinkedIn posts; a human approves each one before it go…
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| 35237 |
video-probe-mcp
Claim
Inspect local video and audio files with ffprobe, returning structured metadata…
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| 35238 |
emacs-mcp
Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
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| 35239 |
RE-MCP Server
Claim
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
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| 35240 |
Metro MCP
Claim
A unified MCP server for US transit systems, supporting Washington DC Metro and…
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| 35241 |
douyin-upload-mcp-skill
Claim
Automates video and image-text publishing on Douyin's creator platform using Ch…
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| 35242 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 35243 |
ming-metaphysics-mcp
Claim
Provides five Chinese metaphysics engines (BaZi, QMDJ, ZWDS, Feng Shui, I Ching…
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| 35244 |
unitrends-mcp
Claim
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 35245 |
An MCP server that uses Google's Gemini API to analyze videos and convert them …
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| 35246 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
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| 35247 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 35248 |
resume-tailor-mcp-server
Claim
Helps job seekers tailor their resume and generate cover letters against a spec…
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| 35249 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 35250 |
Figma MCP Server
Claim
A server that converts Figma designs into pseudo-code structures optimized for …
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