MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64051 |
Hacker News MCP Server
Claim
Enables AI assistants to fetch top, new, best, Ask HN, Show HN, and job stories…
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| 64052 |
iStoreOS MCP Server
Claim
Enables AI assistants to read-only monitor iStoreOS/OpenWRT routers via SSH or …
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| 64053 |
MCP Architect
Claim
Provides comprehensive architectural expertise through specialized agents, reso…
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| 64054 |
Olist ERP MCP Server
Claim
Enables AI agents to interact with the Olist ERP (Tiny) API v3, providing 168 t…
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| 64055 |
latexmk-mcp
Claim
An MCP server that exposes LaTeX compilation, log parsing, dependency inspectio…
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| 64056 |
babybuddy-mcp
Claim
Connect AI assistants to your Baby Buddy instance to log and query feedings, sl…
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| 64057 |
docuflow
Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
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| 64058 |
mcp-polib
Claim
A Model Context Protocol server for reading, writing, and managing GNU Gettext …
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| 64059 |
Enables students to securely access and manage their academic data from Isparta…
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| 64060 |
myscrape
Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
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| 64061 |
mrholmes
Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
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| 64062 |
askdb
Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
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| 64063 |
brave-search-mcp
Claim
An MCP server that integrates with AI models to provide web search capabilities…
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| 64064 |
college-aid-mcp
Claim
Searches US colleges and scholarships using government data, enabling compariso…
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| 64065 |
weather
Claim
Provides weather information for any city through the Model Context Protocol.
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| 64066 |
mcp-server-master
Claim
This repository provides a template for creating MCP servers with Python, inclu…
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| 64067 |
contextpulse-mcp
Claim
Real-time context budget tracking for AI coding agents with token counting, loo…
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| 64068 |
Redshift MCP Server
Claim
Enables connecting to Amazon Redshift and executing SQL queries with read-only …
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| 64069 |
WebAI-MCP
Claim
WebAI-MCP is a comprehensive browser automation and monitoring solution that en…
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| 64070 |
agents-chat-mcp
Claim
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
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| 64071 |
sqlmate-mcp
Claim
Zero-config SQL database MCP server with a browser GUI that connects Claude to …
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| 64072 |
kryos-mcp
Claim
Governed code execution for AI agents that type-checks, runs, and capability-ve…
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| 64073 |
bunq Partner MCP
Claim
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
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| 64074 |
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
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| 64075 |
Hermes MCP Bridge
Claim
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
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| 64076 |
agda-mcp-server
Claim
Enables interactive Agda proof development via MCP, allowing clients to persist…
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| 64077 |
FitTrack MCP Server
Claim
Enables AI assistants to answer questions about and log a user's FitTrack fitne…
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| 64078 |
GunStore-POS Admin MCP
Claim
MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to m…
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| 64079 |
UniRate MCP
Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
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| 64080 |
Planet MCP
Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
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| 64081 |
gmail-mcp
Claim
Enables AI assistants to manage Gmail accounts programmatically, including send…
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| 64082 |
liteparse-mcp
Claim
Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, …
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| 64083 |
dalicore-mcp-client
Claim
Streamlined MCP server with 8 essential tools for file operations, code editing…
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| 64084 |
jdtls-mcp
Claim
Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
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| 64085 |
feishu-cli-mcp
Claim
Exposes the official lark-cli as an MCP server, enabling agents to execute arbi…
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| 64086 |
agent-trade-kit
Claim
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
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| 64087 |
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
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| 64088 |
ftc-knowledge-server
Claim
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
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| 64089 |
baby-daybook
Claim
Enables interaction with Baby Daybook data through Firebase, allowing users to …
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| 64090 |
ProjectM QA MCP
Claim
A Unity Editor command bridge that uses JSON files under .codex/unity-commands …
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| 64091 |
revit-mcp
Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
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| 64092 |
COMSOL MCP Server
Claim
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
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| 64093 |
render_mcp
Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
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| 64094 |
Blekline MCP Server
Claim
Provides AI ingress governance by masking prompts, classifying risk, and enforc…
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| 64095 |
nano-banana-mcp-app
Claim
Enables Claude to generate and edit images using Google Gemini AI.
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| 64096 |
mcp-openapi-demo
Claim
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
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| 64097 |
skillsyncai
Claim
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| 64098 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
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| 64099 |
A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…
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| 64100 |
Heru Events MCP
Claim
Enables validation and monitoring of analytics events in Heru, integrating with…
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