MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64601 |
Work Note MCP Server
Claim
Enables automatic creation and management of weekly work reports in Korean thro…
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| 64602 |
MCP File Edit
Claim
Provides comprehensive file system operations including reading, writing, searc…
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| 64603 |
Geo MCP Worker
Claim
Free geospatial MCP server for AI agents, providing geocoding, reverse geocodin…
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| 64604 |
taita-mcp-server
Claim
Enables managing blog posts on Taita Blog via natural language, including creat…
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| 64605 | — | |||||||||
| 64606 |
keen
Claim
AI image upscaling — upscale any image to 2x or 4x resolution with x402 payments
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| 64607 |
A read-only MCP server that connects Claude to the Northwind sample PostgreSQL …
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| 64608 |
androidcliagentgate-mcp
Claim
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
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| 64609 |
scam-detector-mcp
Claim
Scam and fraud detection for AI agents. Instant scam check, phishing URL analys…
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| 64610 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 64611 |
OpenData MCP
Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
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| 64612 |
PubFi MCP
Claim
Route crypto data needs through PubFi capability and gateway tools.
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| 64613 |
targetprocess-mcp-server
Claim
Enables AI assistants to query, create, and manage Targetprocess entities like …
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| 64614 |
kingbase-mcp-server
Claim
MCP server for KingBase (PostgreSQL-compatible) databases, enabling AI assistan…
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| 64615 |
line-cua-mcp
Claim
A macOS MCP server for LINE that reads encrypted local database snapshots to fe…
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| 64616 |
Agent Readiness MCP
Claim
Scans any website to generate an Agent Readiness Report based on the ASO framew…
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| 64617 |
iRacing MCP
Claim
Integrates iRacing with the Model Context Protocol to retrieve profile statisti…
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| 64618 |
AL MCP Server
Claim
Provides AI assistants with complete visibility into AL dependencies and symbol…
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| 64619 |
Google Admin MCP Server
Claim
Manages Google Workspace users through the Admin Directory API, enabling user l…
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| 64620 |
flexorch-mcp
Claim
Enables Claude and other MCP-compatible agents to process documents, extract st…
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| 64621 |
Progi
Claim
Workflow engine that teaches your agent how YOU like to get things done. So you…
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| 64622 |
ClawResearch MCP Server
Claim
Enables AI assistants to interact with the ClawResearch autonomous AI research …
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| 64623 |
devto-mcp
Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
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| 64624 |
openhermit
Claim
OpenHermit is the open-source platform for deploying fleets of AI agents as pro…
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| 64625 |
friends-mcp
Claim
Exposes a tool surface for managing agent relationships and trust levels, enabl…
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| 64626 |
Swarm Orchestrator
Claim
An MCP server that extends AI coding assistants with deterministic, algorithmic…
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| 64627 |
shorthand-mem
Claim
Semantic compression MCP server that reduces document token usage by 60-80% usi…
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| 64628 |
Huly MCP Server
Claim
A Model Context Protocol server for Huly issue tracking with full CRUD support,…
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| 64629 |
mcp-facebook
Claim
MCP server for Facebook Pages that allows creating, scheduling, and deleting po…
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| 64630 |
tiktok-uploader-mcp
Claim
MCP server to prepare photo carousel uploads for TikTok by bundling images, cap…
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| 64631 |
Social Champ
Claim
Connect AI agents to Social Champ: manage channels, posts, AI content, queue, a…
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| 64632 |
CoreMemory-MCP
Claim
Provides a local, persistent long-term memory service for MCP-compatible AI age…
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| 64633 |
vips
Claim
Creator economy platform for agents: posts, paid content, subscriptions, stream…
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| 64634 |
cerase-media MCP
Claim
Provides multimodal understanding tools including OCR, image description, audio…
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| 64635 |
PowerPoint MCP Server
Claim
Enables PowerPoint automation on Windows, including template-based creation, re…
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| 64636 |
Access Smartschool courses, grades, assignments, and messages through the Model…
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| 64637 |
computer
Claim
MCP server for AI agents to control a Mac via screen and mouse/keyboard, suppor…
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| 64638 |
filingrail-mcp
Claim
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
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| 64639 |
veil-mcp
Claim
A Python framework for building MCP servers with tools and LLM adapters. Enable…
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| 64640 |
crypto-powerdata-mcp
Claim
A comprehensive MCP service for cryptocurrency data acquisition with advanced t…
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| 64641 |
arcgis-peterborough
Claim
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
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| 64642 |
vending-machine-mcp
Claim
A marketplace of 13 specialist AI agents for coding assistants, offering tools …
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| 64643 |
Google Workspace MCP
Claim
Enables reading Google Docs and Sheets and syncing content into Obsidian notes …
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| 64644 |
sop-mcp
Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
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| 64645 |
TheMCP-server
Claim
Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail throu…
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| 64646 |
railinfo-mcp
Claim
Enables real-time Indian Railways information retrieval, including live train r…
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| 64647 |
Zendesk API MCP Server
Claim
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
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| 64648 |
clipboard-mcp-server
Claim
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
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| 64649 |
Brand Images → Notion
Claim
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
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| 64650 |
trello-mcp-server
Claim
Enables interaction with Trello boards, lists, and cards via MCP clients like C…
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