MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 3 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42601 |
hospital-fee-mcp
Claim
Queries and compares non-covered medical fees by hospital, region, and procedur…
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| 42602 |
Agent Architects MCP
Claim
Enables searching and retrieving lessons, posts, comments, and member profiles …
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| 42603 |
Enables querying and managing Greenhouse recruiting data through MCP, including…
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| 42604 |
jira-worklog-mcp
Claim
Enables logging time entries to Jira Cloud issues, including adding worklogs, l…
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| 42605 |
templui-mcp-server
Claim
Enables AI assistants to access TemplUI components for building Go applications…
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| 42606 |
Enables AI agents to perform gasless cross-chain transactions by paying with su…
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| 42607 |
brkt-gdrive-mcp
Claim
MCP server for semantic search over Google Drive documents, enabling AI tools t…
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| 42608 |
claude-teams
Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
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| 42609 |
mcp-homelab
Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
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| 42610 |
Local-MCP-server
Claim
Enables tool-calling LLMs to search the internet, capture website images, extra…
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| 42611 |
The open-source MCP server for European cybersecurity regulations.
Query DORA,…
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| 42612 |
pdf-toolkit-mcp
Claim
A comprehensive MCP server with 37 tools for PDF operations including reading, …
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| 42613 |
Revel Digital MCP Server
Claim
Enables AI assistants to manage digital signage infrastructure through the Reve…
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| 42614 |
server
Claim
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| 42615 |
Enables automation of routine operations on Twproject installations, including …
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| 42616 |
act-testing-mcp
Claim
MCP server for testing GitHub Actions workflows locally using nektos/act.
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| 42617 |
url-shortener-mcp
Claim
Enables URL shortening and management through MCP, allowing creation of short l…
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| 42618 |
books-catalog
Claim
A well-documented MCP server that exposes a local SQLite catalog of public-doma…
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| 42619 |
BWVI
Claim
MCP server for AI agents to make structured design decisions with direction, pa…
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| 42620 |
CompText MCP
Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
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| 42621 |
MariaDB-MCP
Claim
Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only …
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| 42622 |
Jira MCP Server
Claim
Supercharge your AI assistant with seamless Jira integration. Enables AI assist…
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| 42623 |
MCP Reddit Server
Claim
A comprehensive MCP server for Reddit that provides 8 tools for fetching posts,…
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| 42624 |
sanzaru
Claim
Stateless MCP server that wraps OpenAI's Sora, Whisper, GPT-4o Audio, and TTS A…
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| 42625 |
Ableton MCP
Claim
Control your Ableton with this MCP and get started to make music
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| 42626 |
Claud-Ear
Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
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| 42627 |
publer-mcp-server
Claim
MCP server for Publer social media management API, enabling AI assistants to sc…
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| 42628 |
RedNote-MCP-Plus
Claim
Enables automated interaction and data scraping for Xiaohongshu (RedNote), incl…
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| 42629 |
@roarkanalytics/sdk-mcp
Claim
Enables AI assistants to interact with the Roark REST API, allowing them to exp…
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| 42630 |
figma-spec-mcp
Claim
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
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| 42631 |
Brain OS
Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
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| 42632 |
An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-…
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| 42633 |
FastAPI Docs MCP Server
Claim
Provides AI assistants with real-time access to FastAPI documentation, enabling…
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| 42634 |
test
Claim
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| 42635 |
macos-control-mcp
Claim
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
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| 42636 |
leekwars-mcp
Claim
MCP server for LeekWars game enabling AI management, fight operations, item han…
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| 42637 |
cybersecurity-mcp-server
Claim
A security-first MCP (Model Context Protocol) backend built with Node.js and Ex…
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| 42638 |
remotion-superpowers
Claim
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
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| 42639 |
MCP Arbitrage Suite
Claim
An MCP server for QDII/LOF premium arbitrage, WeChat notifications, and A-share…
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| 42640 |
auroraview-mcp
Claim
Enables AI agents to manage and interact with WebViews in DCC applications thro…
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| 42641 |
q402-mcp
Claim
Q402 — gasless payments on 11 EVM chains + CCIP bridge (eth/avax/arbitrum). San…
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| 42642 |
WujieAI MCP Server
Claim
Enables AI image generation via MCP protocol, supporting dozens of models, cust…
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| 42643 |
resume-scorer-mcp
Claim
MCP server that scores a structured resume against a deterministic 4-category e…
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| 42644 |
MCP Email Server
Claim
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
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| 42645 |
Code Assistant
Claim
Gemini-powered MCP server for code analysis.
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| 42646 |
YetAnotherUnityMcp
Claim
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
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| 42647 |
MCP Govee
Claim
Enables AI assistants to control Govee smart devices, including lights, via nat…
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| 42648 |
openscad-mcp
Claim
Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
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| 42649 |
memory_plus
Claim
Provides persistent, searchable structured memory management for AI agents, wit…
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| 42650 |
kb-mcp-server
Claim
Enables semantic search over a local knowledge base using MCP tools, allowing A…
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