MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| 43001 |
SolidworksMCP-python
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Python MCP server for SolidWorks automation with 109 tools covering the full CA…
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| 43002 |
trip-search-mcp
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Enables Claude to plan trips by performing live searches against Google Flights…
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| 43003 |
poranos-mcp-ainpc
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Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conve…
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| 43004 |
Grupr MCP Server
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MCP server to interact with Grupr agents, enabling polling new messages, postin…
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| 43005 |
Calendly MCP Server
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Enables interaction with Calendly's scheduling platform via MCP, allowing users…
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| 43006 |
MCP Apple Reminders
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A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
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| 43007 |
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
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| 43008 |
pg-health
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Archived MCP server for PostgreSQL health monitoring; functionality merged into…
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| 43009 |
mcp-server-creem
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MCP server for Creem.io providing tools to manage subscriptions, products, paym…
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| 43010 |
Machina
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AI's home on your Mac: gives AI agents remote access to iMessage, Notes, Remind…
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| 43011 |
datadog-mcp
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Enables AI assistants to query and manage Datadog observability data including …
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| 43012 |
nexonco-mcp
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| 43013 |
mcp-server-moegirl-wiki
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MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching p…
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| 43014 |
usaspending-mcp-server
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Interact with USASPENDING.gov to track government spending over time, search by…
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| 43015 |
getterdone-mcp-server
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Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
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| 43016 |
Gemini Gen MCP
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MCP server for generating images and audio using Google's Gemini AI models.
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| 43017 |
GitHub PR MCP Server
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Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
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| 43018 |
memory-bridge
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Cross-project memory sharing for Claude Code and Cowork. Stop teaching Claude t…
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| 43019 |
Scrivener MCP Server
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Enables Claude AI to seamlessly interact with Scrivener projects for document m…
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| 43020 |
A Model Context Protocol (MCP) server for accessing the CIRCL CVE SEARCH API, p…
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| 43021 |
MCP LLDB Server
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Enables AI assistants to start and manage LLDB debugging sessions, including lo…
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| 43022 |
mcp-kp
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| 43023 |
n8n Advisor
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Enables AI assistants to review workflow status in n8n instances, including act…
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| 43024 |
NerdExam
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Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
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| 43025 |
SendFast
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Agent-native marketing email: draft, edit, screenshot, and send from your verif…
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| 43026 |
DocShark
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DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 43027 |
A2AL Daemon
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Makes any AI agent globally reachable and discoverable—no cloud, domain, or por…
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| 43028 |
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
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| 43029 |
MCP server that enables semantic search over macroeconomic data using the Lambd…
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| 43030 |
kaleidoscope
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MCP server for responsive web app preview and inspection. It allows previewing …
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| 43031 |
mcp-server-firebird
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An MCP server that enables AI assistants to execute SQL queries, list tables, a…
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| 43032 |
wavekit-mcp
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An MCP server that provides AI assistants with a persistent, sandboxed Python e…
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| 43033 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 43034 |
Enables interaction with Twilio API services including messaging, voice, and St…
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| 43035 |
@repomend/mcp
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Security scanning MCP server that connects Claude to RepoMend findings, enablin…
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| 43036 |
MyArxivDB_MCP
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Organizes personal research papers by crawling arXiv metadata, embedding abstra…
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| 43037 |
ZGTS Derma Roller
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Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
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| 43038 |
netlinq-jenkins-mcp
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Enables triggering Jenkins release and patch pipelines through natural language…
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| 43039 |
some-vault-some-mcp
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MCP server that gives AI models read/write access to Obsidian vaults with seman…
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| 43040 |
MySQL MCP Server
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Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
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| 43041 |
market-intelligence
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Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 43042 |
Video Screenshot MCP
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Enables extracting screenshots from video files at specific timestamps or inter…
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| 43043 |
A Model Context Protocol server that provides access to economic calendar event…
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| 43044 |
resume-mcp-server
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MCP server for browsing and searching your local resume and job application doc…
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| 43045 |
sqlite-mcp-server2
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| 43046 |
dowhistle_mcp
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| 43047 |
tixxly
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Tixxly MCP server — connect AI agents to tours, experiences, and activities
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| 43048 |
agent-audit-mcp
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Immutable audit trail for agent-to-agent interactions
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| 43049 |
Modular RAG MCP Server
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A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
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| 43050 |
david-mcp7
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