MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52101 |
buymeapie-mcp
Claim
MCP server for Buy Me A Pie that allows managing shopping lists and items throu…
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| 52102 |
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
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| 52103 |
Mechanical MCP Server
Claim
Enables natural language interaction with ANSYS Mechanical simulation software …
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| 52104 |
Acled
Claim
ACLED MCP — Armed Conflict Location & Event Data Project
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| 52105 |
MCP Novel Assistant
Claim
A novel management tool that uses SQLite database to store and manage novel inf…
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| 52106 |
Twitter Client MCP
Claim
MCP server providing secure Twitter access via agent-twitter-client for profile…
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| 52107 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 52108 |
Codix Build MCP
Claim
A build accelerator for AI coding assistants that scaffolds complete projects f…
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| 52109 |
yeni_detect_lang_mcp_
Claim
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| 52110 |
heu-mcp
Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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| 52111 |
satrack-create-project
Claim
Enables project creation with validated flow and automatic registration via MCP…
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| 52112 |
gdelt-mcp-server
Claim
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
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| 52113 |
codaveri-mcp-server
Claim
MCP server for executing code in various languages via the Codaveri API.
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| 52114 |
mcp-biorxiv
Claim
Enables querying bioRxiv and medRxiv preprints, including metadata, publication…
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| 52115 |
Tychi MCP
Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
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| 52116 |
lighthouse-mcp-oauth
Claim
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
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| 52117 |
mcp-memory-server
Claim
A persistent semantic memory layer for AI coding agents, enabling storage and r…
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| 52118 |
moviefinder-mcp
Claim
An MCP server that wraps the TMDB API, enabling search of movies and TV shows, …
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| 52119 |
Code Context Engine
Claim
Index your codebase. AI searches instead of re-reading files. 94% token savings.
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| 52120 |
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
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| 52121 |
Zero-config AI context generation and code quality toolkit with Claude Code Age…
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| 52122 |
education-mcp
Claim
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
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| 52123 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 52124 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
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| 52125 |
wan-mcp
Claim
MCP server for the Wan model line enabling AI-driven animation, video editing, …
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| 52126 |
api-mock-server
Claim
Cloudflare Workers MCP server: api-mock-server
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| 52127 |
Nest Protect MCP Server
Claim
A production-ready FastMCP server that integrates Google Nest Protect devices w…
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| 52128 |
JLC EDA MCP Server
Claim
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
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| 52129 |
mcp-retrieve
Claim
An MCP server for indexing and searching local text files using late-interactio…
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| 52130 |
wdk-wallet-rln-mcp
Claim
Exposes an RGB Lightning Node wallet to AI agents, enabling full wallet control…
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| 52131 |
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
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| 52132 |
OpenClaw Consensus
Claim
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
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| 52133 |
safedb-mcp
Claim
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrai…
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| 52134 |
douyin-video-mcp
Claim
A Model Context Protocol server that downloads watermark-free videos from Douyi…
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| 52135 |
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
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| 52136 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 52137 |
cardnews-mcp-server
Claim
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
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| 52138 |
constraints-registry
Claim
Policy-as-code guardrails for AI coding agents, validated via OPA, Conftest, Ch…
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| 52139 |
callput-agent-mcp
Claim
MCP server for spread-only options execution on Base L2, enabling AI agents to …
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| 52140 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 52141 |
Read-only airport delay, weather, and 24h forecast tools for AI assistants. Air…
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| 52142 |
Vidova
Claim
Agentic AI video editor: edit a real timeline, generate clips, music and voice,…
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| 52143 |
Weather MCP
Claim
A MCP server for querying real-time weather information for any city worldwide …
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| 52144 |
mclans-image-mcp
Claim
Asynchronous image generation MCP server that submits prompts and automatically…
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| 52145 |
mcp-ffmpeg
Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
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| 52146 |
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
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| 52147 |
Statelessor MCP Server
Claim
Analyzes .NET and Java projects to detect stateful code patterns and provides r…
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| 52148 |
Rubeus MCP Server
Claim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
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| 52149 |
Momento MCP Server
Claim
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
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| 52150 |
hackbrowser-mcp
Claim
Enables AI agents to perform security testing on web applications by controllin…
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