MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63551 |
sensitive-lexicon-mcp
Claim
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
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| 63552 |
smithery-ai-mcp2
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| 63553 |
mcp-base64
Claim
Enables encoding and decoding of text between Base64, Base64URL, Base32, and He…
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| 63554 |
truss-mcp
Claim
Truss MCP Server enables cross-organization evidence coordination via the Model…
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| 63555 | — | |||||||||
| 63556 |
ebenova-fieldops-mcp
Claim
Field operations agent API for task management, geo-tracking, and team coordina…
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| 63557 |
Frostbyte MCP
Claim
A unified MCP server providing AI agents with 40+ developer APIs including geol…
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| 63558 |
legalize-kr MCP
Claim
Enables searching and browsing Korean legal documents from a local git clone of…
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| 63559 |
mcp-server-firebird
Claim
An MCP server that enables AI assistants to execute SQL queries, list tables, a…
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| 63560 |
airspace-monitor-mcp
Claim
airspace-monitor-mcp MCP server by MEOK AI Labs
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| 63561 |
HoudiniMCP
Claim
Connects SideFX Houdini to Claude via the Model Context Protocol, enabling cont…
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| 63562 |
mcpfoundry
Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
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| 63563 |
사주 MCP 대시보드
Claim
Korean traditional saju (four pillars) fortune analysis MCP server with a premi…
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| 63564 |
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
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| 63565 |
server-anthropic
Claim
Provides access to Anthropic's AI models through the Model Context Protocol, en…
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| 63566 |
Wikipedia MCP Server
Claim
Enables searching and retrieving Wikipedia content across multiple languages, i…
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| 63567 |
Korea Weather
Claim
Get real-time weather conditions and short-term forecasts across Korea. Check t…
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| 63568 |
aria-mcp-weather-dk
Claim
A keyless MCP server that provides Danish weather forecasts and severe-weather …
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| 63569 |
asdsaf
Claim
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| 63570 |
agent-orchestrator
Claim
Enables multi-model leader-worker agent orchestration, workflow execution, and …
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| 63571 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
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| 63572 |
PyMemSim-MCP
Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
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| 63573 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 63574 |
Inky MCP Server
Claim
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
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| 63575 |
Google MCP Server
Claim
Enables interaction with Google Docs and Gmail, allowing users to append text t…
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| 63576 |
Conductor
Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
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| 63577 |
Infinigen MCP Server
Claim
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
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| 63578 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 63579 |
Better Browser MCP
Claim
Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
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| 63580 |
postman-mcp
Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
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| 63581 |
pmxt-mcp
Claim
MCP server that provides a unified prediction market API for multiple venues li…
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| 63582 |
mcp-twitterio
Claim
Allows AI assistants to query Twitter data including user info, tweets, trends,…
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| 63583 |
tubemind-secure-mcp
Claim
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
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| 63584 |
flexberry-markitdown-mcp
Claim
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
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| 63585 |
Bengaluru AI Job Radar
Claim
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
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| 63586 |
bank.mcp
Claim
MCP server that turns bank transactions into a financial digest including cash-…
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| 63587 |
@spec2tools/stdio-mcp
Claim
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
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| 63588 |
CSPR Sentinel
Claim
An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
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| 63589 |
agentbill-mcp
Claim
MCP server for AI agent billing. Preflight spend checks before agent runs. Post…
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| 63590 |
Manages employee leave with Claude Desktop via natural language. Enables checki…
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| 63591 |
fleet-mcp
Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
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| 63592 |
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
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| 63593 |
fedramp-docs-mcp
Claim
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
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| 63594 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
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| 63595 |
JARVIS MCP Server
Claim
Enables macOS control, web scraping, news fetching, and workspace automation th…
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| 63596 |
foreman-mcp-py
Claim
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
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| 63597 |
Docker MCP Server
Claim
Manage Docker (containers, images, Compose, Swarm, registries) via the Docker S…
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| 63598 |
local-spark-mcp
Claim
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
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| 63599 |
oscilloscope-mcp
Claim
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
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| 63600 |
dmc-mcp-server
Claim
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
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