MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54951 |
SkyFi MCP Server
Claim
Enables AI agents to search, price, order, and monitor satellite imagery from t…
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| 54952 |
NEXUS Memory MCP App
Claim
A sovereign, six-layer permanent memory system that provides users with a struc…
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| 54953 |
ZenStack MCP Auth Server
Claim
Enables auto-generated CRUD operations with authentication and authorization fo…
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| 54954 |
CaddyUI MCP
Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
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| 54955 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 54956 |
Repliers MCP Server
Claim
Provides AI assistants access to real-time MLS data via the Repliers API, enabl…
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| 54957 |
A remote MCP server template for Cloudflare Workers that enables deploying cust…
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| 54958 |
SuzyQ MCP Server
Claim
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
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| 54959 |
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
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| 54960 |
MCP File Upload Sample
Claim
Enables uploading files to MinIO (S3 compatible) via MCP tools. Supports Base64…
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| 54961 |
CISA KEV MCP Server
Claim
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
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| 54962 |
MCP Memory Server
Claim
An MCP server that gives Claude persistent memory by storing conversation conte…
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| 54963 |
mdMCP
Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
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| 54964 |
Blender MCP Server
Claim
Enables AI agents to fully control Blender through 50+ tools for 3D modeling, a…
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| 54965 |
gemmy-notion-mcp
Claim
Notion API MCP server for Claude Code to manipulate Notion pages, blocks, and d…
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| 54966 |
cortexmem
Claim
Persistent memory for AI coding agents. Builds semantic memory from git history…
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| 54967 |
mix_server
Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
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| 54968 |
acli-helper
Claim
A multi-agent MCP server that enables AI coding agents (Claude Code, Codex CLI,…
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| 54969 |
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
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| 54970 |
kie-ai-mcp-server
Claim
Universal MCP server for all Kie AI image generation and editing models, enabli…
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| 54971 |
MCP Scorecard
Claim
Agent-readiness scorecard for any MCP server: protocol checks, 0-100 score and …
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| 54972 |
DocGuard
Claim
DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, d…
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| 54973 |
Landed MCP Server
Claim
Search AI-native jobs, prepare applications, and study for interviews — from an…
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| 54974 |
MCP Server Creator
Claim
Helps users easily create new MCP servers by providing documentation, templates…
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| 54975 |
frida-mcp
Claim
Automates Android app analysis using Frida via AI commands, connecting a rooted…
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| 54976 |
5eMCP
Claim
Enables D&D 5e game masters and players to access complete game reference data,…
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| 54977 |
book-notes-mcp
Claim
MCP server for processing raw book notes into structured, searchable knowledge …
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| 54978 |
Meta Ads MCP Server
Claim
Provides access to Meta Marketing API for comprehensive ad analytics and AI-pow…
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| 54979 |
flomo-mcp-server
Claim
MCP server for flomo that enables AI tools to quickly add notes to your flomo a…
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| 54980 |
netops-mcp
Claim
Diagnose connectivity and inspect tunnels locally from your AI assistant.
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| 54981 |
artclaw_bridge
Claim
让 DCC 工具通过 MCP 协议接入 AI Agent 的桥接框架 | Bridge DCC tools to AI Agents via MCP prot…
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| 54982 |
vault-mcp
Claim
Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowin…
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| 54983 |
wmux
Claim
A native Windows terminal multiplexer with MCP bridge for AI agents, enabling b…
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| 54984 |
cdp-mcp-server
Claim
MCP server for Cloudera Manager and CDP cluster administration, enabling monito…
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| 54985 |
Upstox MCP Server
Claim
Enables users to interact with the Upstox trading API via natural language to r…
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| 54986 |
food-safety-mcp
Claim
Enables checking food additive safety, nutrition profiles, pesticide residues, …
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| 54987 |
codex-cli-mcp
Claim
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
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| 54988 |
Draw Things MCP Server
Claim
Enables free local image generation from Claude Desktop/Claude Code using the D…
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| 54989 |
Post For Me MCP Server
Claim
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
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| 54990 |
engineer-your-data
Claim
Enables data engineers and BI professionals to perform data pipeline developmen…
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| 54991 |
Reviewable workspace discovery and private HTML review creation via stdio MCP.
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| 54992 |
flickr-mcp-server
Claim
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 54993 |
SeaTalk MCP Server
Claim
Enables AI assistants to send and retrieve messages, access employee informatio…
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| 54994 |
Enables AI assistants to access and query ARTPARK's public health datasets incl…
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| 54995 |
super-loop-mcp
Claim
A referee for self-improving AI agent loops that mines past sessions for effect…
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| 54996 |
mcp-hash
Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
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| 54997 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 54998 |
Enrow MCP Server
Claim
Enables AI assistants to find and verify professional emails and phone numbers …
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| 54999 |
Atlas Vision MCP
Claim
Enables text-only coding agents to analyze local images using a dedicated visio…
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| 55000 |
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
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