MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34901 |
@linklee/mcp-server
Claim
MCP server for Linklee that enables creating short links, listing links, gettin…
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| 34902 |
CodeSift
Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
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| 34903 |
tradingview-mcp
Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
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| 34904 |
vibe-guard
Claim
MCP server that provides project guardrails including prior art research, proje…
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| 34905 |
Chef-Agent
Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
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| 34906 |
patchright-mcp
Claim
Provides browser automation capabilities using Patchright, enabling LLMs to int…
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| 34907 |
source-coop-mcp
Claim
Enables AI agents to discover and access 800TB+ of public geospatial data from …
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| 34908 |
An intentionally vulnerable MCP server for security training, enabling users to…
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| 34909 |
DhanHQ MCP Server
Claim
An MCP server that enables AI assistants to interact with the DhanHQ trading pl…
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| 34910 |
A production-ready MCP agent that helps data teams define, validate, and visual…
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| 34911 |
Jira MCP Server
Claim
Enables AI assistants to interact with self-hosted Jira instances for issue man…
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| 34912 |
audit event mcp
Claim
Hash-chained audit log for AI agents — MCP-native, Cloudflare Durable Objects +…
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| 34913 |
MaaMCP_CC
Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
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| 34914 |
Enables sending messages, managing templates, uploading media, and configuring …
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| 34915 |
stylelint-mcp
Claim
Enables AI models to run Stylelint on CSS files and fix linting warnings direct…
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| 34916 |
redshift-mcp-server
Claim
Enables secure, read-only access to Amazon Redshift data warehouses for AI assi…
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| 34917 |
RobotArm MCP P340
Claim
Enables natural language control of ElephantRobotics MyCobot series robotic arm…
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| 34918 |
leakferret
Claim
Context-aware secret scanner that lets an AI agent scan code, verify which leak…
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| 34919 |
content-research-mcp
Claim
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
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| 34920 |
Cursor History MCP
Claim
Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
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| 34921 |
re-mcp
Claim
A multi-backend MCP server that exposes binary analysis capabilities from IDA P…
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| 34922 |
temporal-invoice-mcp
Claim
Enables managing invoice workflows using Temporal, allowing submission, approva…
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| 34923 |
nasa-exoplanet-mcp
Claim
An MCP server that gives AI assistants direct access to NASA's Exoplanet Archiv…
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| 34924 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 34925 |
Hangfire MCP Server
Claim
Enables monitoring and managing Hangfire background jobs, including job lists, …
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| 34926 |
crm
Claim
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| 34927 |
RobotMCP Server
Claim
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
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| 34928 |
Harness MCP Server
Claim
An MCP server that gives AI agents full access to the Harness.io platform throu…
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| 34929 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
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| 34930 |
mcp-google-ads1
Claim
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| 34931 |
mcp-feedback-ultra
Claim
Interactive feedback server for AI-assisted development with Web UI and desktop…
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| 34932 |
MCP server for Appium mobile automation on iOS and Android devices with test cr…
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| 34933 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 34934 |
Enables access to Apollo's tools and services through a standardized MCP interf…
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| 34935 |
DevBoost MCP Server
Claim
Provides tools for local development environment management and PostgreSQL opti…
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| 34936 |
crm-mcp
Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
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| 34937 |
portfolio-service
Claim
Integrates Interactive Brokers and TradeStation APIs for portfolio management, …
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| 34938 |
Doppler MCP Server
Claim
Enables AI assistants to interact with the Doppler API for secrets management, …
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| 34939 |
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
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| 34940 |
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
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| 34941 |
mcp-openweather
Claim
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
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| 34942 |
terminal-mcp-server
Claim
Enables secure remote and local command execution via SSH, with session managem…
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| 34943 |
gyana-universal-vectorkb
Claim
# Gyana Universal VectorKB MCP Server
A unified WebSocket-based MCP (Model Con…
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| 34944 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 34945 |
FOAAS MCP Server
Claim
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
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| 34946 |
Dataline MCP Server
Claim
MCP server exposing read-only market data tools for crypto prices, funding rate…
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| 34947 |
An intelligent agent that responds to financial queries about TreePod Glamping …
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| 34948 |
apex-mcp
Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
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| 34949 |
@vibetools/dokploy-mcp
Claim
Enables deploying, managing, and interacting with Dokploy applications via natu…
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| 34950 |
drawio-engineering-mcp
Claim
Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB,…
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