MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38951 |
mcp-app-vscode-bigquery
Claim
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
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| 38952 |
kuik-fileshare-mcp
Claim
Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server usi…
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| 38953 |
Kali Factory MCP Server
Claim
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
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| 38954 |
Enables AI assistants to interact with Cyoda platform entities and workflows th…
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| 38955 |
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
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| 38956 |
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
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| 38957 |
Fluduro
Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
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| 38958 |
MCP PDF Extract
Claim
A Model Context Protocol server that enables listing and reading PDF documents …
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| 38959 |
Stratos
Claim
Enterprise-grade Azure security assessment toolkit with multi-location scanning…
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| 38960 |
influx-timeseries-mcp
Claim
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
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| 38961 |
WebControl
Claim
Headless browser automation for LLM agents via REST API or MCP tools. Enables n…
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| 38962 |
Keycloak MCP Server
Claim
Enables management of Keycloak identity and access management through the Keycl…
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| 38963 |
yolox
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| 38964 |
docforge-mcp
Claim
Enables complete Office document lifecycle management for AI agents, including …
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| 38965 |
xp-mcp
Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
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| 38966 |
Twitter Marketing MCP
Claim
Enables Twitter/X marketing automation, including tweet search, account analysi…
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| 38967 |
Brand Me Please
Claim
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
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| 38968 |
vlc-mcp-server
Claim
An MCP server to control VLC media player, allowing remote playback and control…
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| 38969 |
android-mcp-server
Claim
Enables Android device control via ADB and scrcpy, including device management,…
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| 38970 |
ArXiv MCP Server
Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
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| 38971 |
FlightDB
Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
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| 38972 |
serverless-mcp-server
Claim
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
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| 38973 |
Deep, obscure Japanese station, accessibility & hazard data for AI agents. Engl…
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| 38974 |
mcp-docsrs
Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
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| 38975 |
Agent-Cortex
Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
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| 38976 |
camoufox-versatile-mcp
Claim
This MCP server enables automated captcha solving for Cloudflare challenges and…
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| 38977 |
Agentic AQUA
Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
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| 38978 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 38979 |
openstack-mcp
Claim
Enables AI clients to manage OpenStack clouds through tools for compute, networ…
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| 38980 |
Claude Agents MCP Server
Claim
Creates and manages Claude Code cloud environments, agents, and sessions progra…
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| 38981 |
milky-file-search
Claim
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| 38982 |
Map a company domain to its social media URLs and follower counts via Apify.
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| 38983 |
Pearch
Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
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| 38984 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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| 38985 |
pdf-chart-parser
Claim
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
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| 38986 |
grad-agent
Claim
An autonomous MCP agent that helps you apply to fully funded MS and PhD program…
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| 38987 |
bakom-mcp
Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
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| 38988 |
exceltester
Claim
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| 38989 |
Sigil MCP Server
Claim
Provides IDE-like code navigation and search for local repositories, enabling A…
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| 38990 |
MCP server for Concierge, enabling AI agents to manage Discord customer support…
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| 38991 |
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
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| 38992 |
dokploy-mcp
Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
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| 38993 |
Librarian
Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
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| 38994 |
Text classification API for AI agents. Classify text into topic categories with…
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| 38995 |
Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL dat…
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| 38996 |
htag-spatial
Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
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| 38997 |
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
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| 38998 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 38999 |
AGI Feeder
Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
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| 39000 |
PDF Tools MCP Server
Claim
Enables PDF file manipulation including merging, splitting, extracting pages, e…
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