MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61601 |
FinTrack MCP Server
Claim
A remote MCP server for personal finance management enabling expense tracking, …
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| 61602 |
crypto-api-fixer
Claim
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
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| 61603 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 61604 |
ynab-mcp-server
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| 61605 |
mcp-retroarch
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Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
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| 61606 |
vegalite-viewer
Claim
MCP server for creating interactive Vega-Lite data visualizations that render i…
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| 61607 |
ocr-mcp
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Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
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| 61608 |
Eval_MCP
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An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
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| 61609 |
Node MCP Template
Claim
Opinionated template for building Node.js stdio and HTTP MCP servers.
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| 61610 |
Calendar MCP Server
Claim
Enables AI assistants to manage Google Calendar events through natural language…
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| 61611 |
Provides tools for analyzing code repositories, including structure, dependenci…
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| 61612 |
mcp-hub
Claim
A meta-MCP server that acts as a single connection point to lazily spawn and pr…
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| 61613 |
Discord MCP Server
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Enables AI models to send plain text messages, formatted release announcements,…
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| 61614 |
feishu-reader
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Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
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| 61615 |
n8n Advisor
Claim
Enables AI assistants to review workflow status in n8n instances, including act…
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| 61616 |
mock-llm-mcp
Claim
MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing A…
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| 61617 |
Homey MCP Server
Claim
Enables AI agents to control Homey smart home devices, trigger flows, and query…
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| 61618 |
Mine Market MCP Server
Claim
This MCP server allows searching mining projects, tenements, and mineral proper…
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| 61619 |
sg-weather-mcp
Claim
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
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| 61620 |
AgentOverflow
Claim
A token-optimized documentation and Q&A registry for AI agents, providing dense…
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| 61621 |
EdgeFinder
Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
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| 61622 |
FastBound MCP
Claim
Enables natural language interaction with FastBound's firearms Acquisition & Di…
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| 61623 |
bizdays
Claim
Business-day & public-holiday calculations for 200+ countries (add/count workin…
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| 61624 |
BlenderMCP
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MCP server that integrates Blender with CSM.ai 3D assets and LLM agents, enabli…
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| 61625 |
OpenAPI MCP Server
Claim
Exposes an MCP server over HTTP that allows searching and executing OpenAPI ope…
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| 61626 |
mcp-audit
Claim
Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits a…
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| 61627 |
ktalk-mcp
Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
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| 61628 |
RPG Maker MZ MCP Server
Claim
Enables creating RPG Maker MZ games using natural language through AI assistanc…
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| 61629 |
OneNote MCP Server
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Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
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| 61630 |
mcp-test
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| 61631 |
playwriter
Claim
Connects to your running Chrome browser, enabling AI agents to automate it via …
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| 61632 |
Session Logger MCP
Claim
Enables saving LLM chat conversations to JSONL log files and querying them by s…
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| 61633 |
LungMAP MCP Server
Claim
MCP server for accessing the LungMAP API, enabling AI assistants to discover an…
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| 61634 |
Cairn
Claim
A local-private context-handoff tool for AI agents, preserving decisions, evide…
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| 61635 |
Trello Task Manager MCP
Claim
Integrates with Trello to manage tasks and cards with features like creating, u…
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| 61636 |
opensooq-mcp
Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
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| 61637 |
Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly…
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| 61638 |
kanban-lite
Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
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| 61639 |
opendss-mcp-server
Claim
Connects Claude AI with EPRI's OpenDSS power system simulator, enabling convers…
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| 61640 |
arcgis-victoria
Claim
Access City of Victoria, BC open geospatial data (parcels, zoning, parks) via A…
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| 61641 |
scientific-papers-mcp
Claim
Enables semantic search across scientific papers in your Zotero library with hy…
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| 61642 |
travel-planner
Claim
Enables travel planning through natural language, providing weather forecasts, …
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| 61643 |
Polymarket MCP Server
Claim
Enables AI agents to query Polymarket data such as top wallets, live trades, ma…
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| 61644 |
dart-mcp
Claim
Exposes OPEN DART (Korean FSS electronic disclosure) as an MCP server for searc…
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| 61645 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 61646 |
quick-media-mcp
Claim
MCP server for screen recording and screenshots, bridging Claude Code with Chro…
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| 61647 |
keyscope-mcp
Claim
AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents …
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| 61648 |
mcp-salesforce
Claim
Connects to Salesforce and enables running SOQL queries, SOSL searches, managin…
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| 61649 |
Doubao MCP AI Server
Claim
Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video…
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| 61650 |
mcp-plex
Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
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