MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49201 |
mcp-unhcrplot
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| 49202 |
Zcash MCP Server
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Enables AI agents to send and receive private Zcash payments with shielded tran…
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| 49203 |
Axon Pro
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Transforms codebases into structural knowledge graphs for AI agents and develop…
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| 49204 |
AdminAgent
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AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
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| 49205 |
Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…
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| 49206 |
globus-mcp
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MCP server enabling LLMs to manage Globus data transfers and compute tasks.
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| 49207 |
sonarqube-mcp-py
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A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
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| 49208 |
Ember MCP
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A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 49209 |
MCP Terraform Assistant
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MCP server for managing Terraform infrastructure as code, enabling initializati…
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| 49210 |
Strapi Connector
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Manage Strapi content and media from one place. Browse content types and compon…
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| 49211 |
A TypeScript implementation of a Model Context Protocol server that enables rea…
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| 49212 |
mcp-server-v1
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| 49213 |
codex-async-mcp
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Local MCP server that wraps the codex CLI asynchronously, returning a job_id im…
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| 49214 |
scan-code-tool
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| 49215 |
ai-visibility-mcp
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Enables AI agents to check whether AI assistants recommend a brand and audit a …
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| 49216 |
PyKernel MCP
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MCP server that provides a persistent IPython kernel for executing Python code …
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| 49217 |
clickhouse-mcp-server
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Enables interaction with ClickHouse databases via MCP, providing tools to list …
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| 49218 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 49219 |
bingcn
Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
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| 49220 |
second-brain-mcp
Claim
Turns an Obsidian vault into semantic memory for coding agents, providing read-…
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| 49221 |
mcp-sumologic
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MCP server that integrates with Sumo Logic's API to perform log searches, data …
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| 49222 |
quasar-docs-mcp-server
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Provides easy access to Quasar Framework documentation through the Model Contex…
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| 49223 |
cmd-line-mcp1
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| 49224 |
SkyFi MCP Server
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Enables AI agents to search, order, and monitor satellite and geospatial imager…
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| 49225 |
tdl-mcp
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| 49226 |
Proms MCP Server
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A lean MCP server that provides LLM agents with transparent access to multiple …
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| 49227 |
H-ear MCP Server
Claim
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
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| 49228 |
UsageWall
Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
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| 49229 |
slop-mcp
Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
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| 49230 |
Blooio Messaging
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Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 49231 |
Art Blocks MCP Server
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The Art Blocks MCP Server supercharges your AI agents to become instant power u…
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| 49232 |
Food-Recipe-MCP
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"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 49233 |
mcp-obo
Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
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| 49234 |
Wireshark-MCP
Claim
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
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| 49235 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
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| 49236 |
DMCP
Claim
An MCP server that enables AI agents to act as dynamic dungeon masters for text…
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| 49237 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 49238 |
empresa-mcp-demo
Claim
Demonstration MCP server for Claude Team integration, enabling querying of samp…
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| 49239 |
meshy-mcp
Claim
Enables Claude to generate 3D models from text or images, apply textures, and e…
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| 49240 |
Votura Tours
Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
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| 49241 |
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
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| 49242 |
swiss-rail-mcp
Claim
A zero-authentication MCP server for Swiss public transport, enabling users to …
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| 49243 |
Pinchtab MCP Wrapper
Claim
MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…
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| 49244 |
VectorClaw
Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
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| 49245 |
Language detection API for AI agents. Identify the language of any text using t…
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| 49246 |
Runn MCP Server
Claim
Connects AI assistants to the Runn.io resource planning platform to manage proj…
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| 49247 |
wiswa-mcp
Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
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| 49248 |
synology-office-mcp
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Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and …
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| 49249 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 49250 |
Oura MCP Server
Claim
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
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