MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61051 |
cockroachdb-mcp-server
Claim
A Model Context Protocol server that uses CockroachDB to store and manage model…
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| 61052 |
color-mcp-server
Claim
Provides color and design tools including palette generation, WCAG contrast che…
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| 61053 |
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
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| 61054 |
An independent memory service for AI agents that stores and retrieves facts wit…
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| 61055 |
beacon
Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
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| 61056 |
leafwright
Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
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| 61057 |
mcp-atlas
Claim
Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup.…
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| 61058 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
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| 61059 |
vps-ops-mcp
Claim
A safe, structured MCP server that lets AI inspect and operate a VPS through ty…
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| 61060 |
j-hunt-mcp
Claim
A local job-hunting MCP server for discovering jobs across pluggable web source…
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| 61061 |
Claude Code History MCP
Claim
Search and reference your Claude Code conversation history directly from Claude…
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| 61062 |
Muninn
Claim
Provides persistent memory for AI coding agents via MCP, allowing them to recal…
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| 61063 |
VibeOps MCP
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Enforces structured product development through contract-based validation of mo…
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| 61064 |
task-manager-mcp
Claim
An MCP server that automates project task breakdown, dependency management, and…
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| 61065 |
confluence-mcp
Claim
MCP server for Confluence REST API enabling page retrieval, attachment download…
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| 61066 |
Haiven MCP Server
Claim
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
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| 61067 |
A configurable MCP server for managing multiple GitHub repositories, branches, …
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| 61068 |
Integrates Mailchimp with Claude Desktop, enabling management of audiences, cam…
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| 61069 |
React MCP
Claim
Enable Claude AI to manage and interact with React applications seamlessly.
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| 61070 |
candice-ai
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| 61071 |
Shopify Catalog Monitor
Claim
Track price drops, stock-outs, restocks, and new/removed products across Shopif…
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| 61072 |
ServiceNow MCP Server
Claim
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
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| 61073 |
zaytsv-bot-graph-mcp
Claim
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
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| 61074 |
calendar-mcp
Claim
Provides read-only access to calendar events from iCal feeds, enabling agents t…
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| 61075 |
agentcivics
Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
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| 61076 |
Lofty MCP Server
Claim
Enables AI agents to interact with Lofty CRM via natural language, providing 12…
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| 61077 |
mcp-autopilot-jobhunt
Claim
Scans 130+ company careers pages and scores every role against your resume with…
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| 61078 |
api-testing-mcp
Claim
Enables HTTP API testing (GET, POST, PUT, DELETE) via the Model Context Protoco…
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| 61079 |
DeFi Intelligence Engine
Claim
Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps,
Gas Optimiz…
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| 61080 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
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| 61081 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 61082 |
connectwise-mcp-server
Claim
Integrates with ConnectWise Manage API to enable ticket, company, and contact m…
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| 61083 |
Jenkins MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI tools like chatbots to in…
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| 61084 |
postgress
Claim
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| 61085 |
n8n MCP Local Setup
Claim
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
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| 61086 |
FL Studio Piano Roll MCP
Claim
An MCP server that enables AI assistants like Claude to interact with FL Studio…
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| 61087 |
Context7 MCP Server
Claim
An MCP server that bridges to the Context7 API, enabling querying documentation…
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| 61088 |
Provides tools for querying and writing finance records in a Notion-backed hous…
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| 61089 |
outstations-mcp
Claim
Provides access to yacht-club outstation records including size limits, rafting…
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| 61090 |
Ring MCP Server
Claim
Enables control of Ring home security devices, including doorbells, cameras, li…
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| 61091 |
Code2Postman MCP
Claim
Automatically generates Postman collections from code directories by analyzing …
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| 61092 |
vincent-vnc-mcp
Claim
A self-hosted, VNC-backed MCP server that enables AI agents to control a dedica…
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| 61093 |
marketplaces-mcp-ru
Claim
AI-доступ к кабинетам Wildberries и Ozon через MCP-сервера над Seller API. Обес…
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| 61094 |
ida-pro-mcp-gateway
Claim
Enables AI to manage multiple IDA Pro instances simultaneously by acting as a g…
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| 61095 |
SciAgentKit
Claim
MCP-native scientific skills for reproducible computational biology and AI-driv…
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| 61096 |
visibilityradar-mcp
Claim
Analyze how AI models (Claude, GPT-4o, Gemini, Perplexity, Grok, DeepSeek) see …
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| 61097 |
A Model Context Protocol server that enables LLM agents and humans to play ches…
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| 61098 |
Sugarbug
Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 61099 |
NestJS DevTools MCP
Claim
Give your AI coding agents the superpower to observe your NestJS application's …
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| 61100 |
SolidworksMCP-python
Claim
Python MCP server for SolidWorks automation with 109 tools covering the full CA…
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