MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 7 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48351 |
gos-claim-validator-mcp
Claim
Validate NHS General Ophthalmic Services (GOS) claims pre-submission. Catches e…
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| 48352 |
crossmem
Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
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| 48353 |
SkillRepo
Claim
A permanent home for publishers. A curated skill library your team installs fro…
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| 48354 |
An MCP server for weather information.
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| 48355 |
quiz-generator-ai-mcp
Claim
quiz-generator-ai-mcp MCP server by MEOK AI Labs
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| 48356 |
Validates whether phone numbers are registered on WhatsApp, supporting single a…
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| 48357 |
pad-core
Claim
MCP server for collaborative markdown editing, allowing agents to write documen…
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| 48358 |
mcp-coding
Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
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| 48359 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 48360 |
@argosvix/mcp-server
Claim
Lets AI agents query, manage, and operate their LLM observability data directly…
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| 48361 |
Changelogs for coding agents: versions, breaking changes, migrations. Free chan…
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| 48362 |
zotero-comfort
Claim
High-level Zotero MCP integration with smart research workflows, enabling tasks…
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| 48363 |
Docker-MCPilotS
Claim
Enables AI agents to manage Docker containers through a secure MCP interface, s…
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| 48364 |
procore-mcp-server
Claim
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| 48365 |
Enables multi-AI collaborative analysis by proxying requests to existing login-…
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| 48366 |
agentdataboundary-mcp
Claim
Permission boundary receipts for ChatGPT agents.
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| 48367 |
Provides access to the Library of Congress (loc.gov) data, enabling AI agents t…
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| 48368 |
Httpstatus MCP
Claim
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
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| 48369 |
Credential Vault MCP
Claim
Enables secure credential storage for AI agents by encrypting secrets and provi…
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| 48370 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 48371 |
weather mcp
Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
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| 48372 |
Delpha Data Quality MCP
Claim
Enables AI-driven data quality operations such as validation, enrichment, and d…
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| 48373 |
RevitMCP
Claim
Enables natural language control of Autodesk Revit through an AI-powered MCP se…
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| 48374 |
booking_chest
Claim
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
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| 48375 |
trust-check-mcp
Claim
Free OFAC SDN wallet screen + sample preview for AI agents on Base. Read-only, …
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| 48376 |
vox
Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
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| 48377 |
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
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| 48378 |
Constructoo MCP Server
Claim
Mock MCP server for validating Constructoo Copilot data access, exposing read-o…
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| 48379 |
mcp
Claim
Free cross-lingual news briefings for AI agents across 89 languages. Read-only,…
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| 48380 |
Slovenia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 48381 |
mcp-server
Claim
Podcast booking-intelligence MCP server: search shows, match profiles, draft pi…
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| 48382 |
MCP UJI Academic Server
Claim
Enables querying academic data such as subjects, degrees, locations, and schedu…
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| 48383 |
vision-input
Claim
Enables AI to capture screenshots and control mouse and keyboard for automated …
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| 48384 |
MCP Server Chart
Claim
Enables generation of 25+ types of charts and data visualizations using AntV, i…
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| 48385 |
Claude Agents MCP Server
Claim
Creates and manages Claude Code cloud environments, agents, and sessions progra…
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| 48386 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
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| 48387 |
Copado MCP Server
Claim
Provide a flexible MCP server implementation that enables integration of LLMs w…
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| 48388 |
fortytwo-guide
Claim
A semantic-memory MCP server that stores text 'memories' with provenance and en…
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| 48389 |
Enables control of external Home Assistant devices via an MCP control layer and…
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| 48390 |
Lalaleap MCP Server
Claim
An MCP server that enables AI tools to interact with the Lalaleap project manag…
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| 48391 |
ab-platform-mcp-local
Claim
A local MCP server that forwards tools from an upstream experiment platform and…
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| 48392 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 48393 |
bigquery-mcp
Claim
Enables AI assistants to query and analyze Google BigQuery data, including sche…
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| 48394 |
CodeGuard
Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
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| 48395 |
AI-powered Amazon ECS workload management
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| 48396 |
indaga-agent
Claim
A local-first MCP server for querying multi-omic personal health data (genome, …
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| 48397 |
nws-mcp-server
Claim
MCP server that integrates the National Weather Service API to fetch weather al…
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| 48398 |
sms-web2sms-mcp-server
Claim
Enables sending SMS messages and checking delivery status and credit balance vi…
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| 48399 |
flutter-motion-kit
Claim
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
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| 48400 |
simplefin
Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
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