MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50701 |
neighbors
Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
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| 50702 |
MCP Security Emulator
Claim
Simulates security attacks by providing LLM attack test payloads to validate Mo…
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| 50703 |
kb-gateway
Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
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| 50704 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 50705 |
myproject
Claim
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| 50706 |
aletheia-mcp
Claim
Secure multi-agent runtime validation engine with Docker sandbox execution and …
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| 50707 |
laserbrain
Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
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| 50708 |
mcp-rules-server
Claim
MCP server that provides code validation rules and analysis for various stacks/…
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| 50709 |
senja-mcp
Claim
An MCP server that enables AI assistants to list, retrieve, and create testimon…
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| 50710 |
Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at sta…
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| 50711 |
Parcel MCP Server
Claim
A mock MCP server for small parcel operations, providing tools to track package…
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| 50712 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
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| 50713 |
A production-ready MCP server for Airtable that enables programmatic management…
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| 50714 |
CPFHub.io is a Brazilian CPF lookup and validation API built for developers. Th…
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| 50715 |
PR-Splitter-MCP
Claim
An MCP server that intelligently splits large pull requests into multiple small…
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| 50716 |
FetchV2 MCP Server
Claim
Model Context Protocol (MCP) server for web content fetching and extraction. En…
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| 50717 |
swiss-food-safety-mcp
Claim
MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
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| 50718 |
Haiven MCP Server
Claim
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
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| 50719 |
Enables AI models to safely execute pre-defined Linux shell commands with a whi…
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| 50720 |
Zendesk API MCP Server
Claim
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
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| 50721 |
mikrotik-mcp
Claim
Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH…
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| 50722 |
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
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| 50723 |
mcp-mysql-server
Claim
Provides a lightweight MySQL database interface via stdio, enabling query execu…
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| 50724 |
BridgeDesk
Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
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| 50725 |
news-mcp-server
Claim
A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
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| 50726 |
arena-mcp
Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
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| 50727 |
astrograph
Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
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| 50728 |
shopify
Claim
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| 50729 |
oracle-models
Claim
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
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| 50730 |
Vextra MCP Server
Claim
A server based on Model Context Protocol that processes and parses design files…
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| 50731 |
A simple MCP server for getting weather information.
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| 50732 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 50733 |
deepseek-mcp
Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
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| 50734 |
MCP Gateway
Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
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| 50735 |
Bauplan MCP Server
Claim
Enables AI assistants to interact with Bauplan lakehouse operations, including …
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| 50736 |
everything-search-mcp
Claim
Enables AI assistants to search local files on Windows using the Everything sea…
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| 50737 |
juscraper-mcp
Claim
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
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| 50738 |
remote-mcp-server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 50739 |
A configurable MCP server that enables creating custom analysis tools through J…
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| 50740 |
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
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| 50741 |
mimo-free-api-mcp
Claim
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
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| 50742 |
CallZero MCP Server
Claim
Enables AI assistants to make phone calls via CallZero service, with tools for …
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| 50743 |
Recall
Claim
Provides persistent, cross-session memory for AI agents, allowing them to store…
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| 50744 |
project-brain-mcp
Claim
An MCP server that provides CLI coding agents with persistent decision memory, …
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| 50745 |
weather-mcp
Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
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| 50746 |
Question Bank MCP Server
Claim
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
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| 50747 |
mcp-n8n
Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
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| 50748 |
Velt API Server
Claim
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
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| 50749 |
tlaplus-mcp
Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
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| 50750 |
AcuityScan MCP Server
Claim
Enables AI clients to run comprehensive website scans for security, accessibili…
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