MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34351 |
Packkit
Claim
Scaffold modern npm packages, CLIs, services and apps as a native tool for AI a…
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| 34352 |
traepromptsmottivme
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| 34353 |
AVA
Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
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| 34354 |
Equibles
Claim
Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
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| 34355 |
AHME
Claim
Provides AI coding assistants with long-term memory by compressing conversation…
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| 34356 |
gnews-agent
Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
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| 34357 |
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
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| 34358 |
dtb-members-mcp
Claim
MCP server for managing tennis club member data from local CSV/Excel exports. P…
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| 34359 |
kinhsach
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| 34360 |
unesco-mcp
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A Model Context Protocol server that connects AI assistants to UNESCO Institute…
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| 34361 |
Multi-MCP Server
Claim
A distributed MCP server architecture with a master aggregator that orchestrate…
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| 34362 |
fdmnes-mcp
Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
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| 34363 |
garmin-mcp
Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
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| 34364 |
pentest-copilot
Claim
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| 34365 |
Gisti — AI Checklists
Claim
Read, AI-create, and edit your Gisti checklists in plain language from any MCP …
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| 34366 |
Provides context from previous sessions to new OpenCode sessions for continuity…
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| 34367 |
cocos-mcp
Claim
Bridges Cocos Creator 3.8.x editor with MCP protocol, enabling Claude Code to q…
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| 34368 |
mcp-server-github
Claim
An MCP server that enables GitHub API operations such as managing repositories,…
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| 34369 |
TracePass
Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
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| 34370 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 34371 |
Confluence MCP Server
Claim
A server application that integrates with Atlassian Confluence API, providing c…
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| 34372 |
EU Business Toolkit
Claim
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
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| 34373 |
Onplana
Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
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| 34374 |
Artel
Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
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| 34375 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
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| 34376 |
bSDD MCP Server
Claim
Enables AI assistants to query standardized building classifications, propertie…
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| 34377 |
OpenTrading
Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
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| 34378 |
js-reverse-evolver
Claim
A self-evolving JavaScript reverse engineering workflow MCP server that automat…
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| 34379 |
bambu-gateway-mcp
Claim
Enables LLM agents to control Bambu Lab 3D printers via the bambu-gateway HTTP …
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| 34380 |
A local proxy that enables ChatGPT to access an Obsidian vault through the Obsi…
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| 34381 |
OffshoreProz Agent API
Claim
Enables automated company formation across multiple jurisdictions with REST and…
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| 34382 |
DataMCP
Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
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| 34383 |
auto-knowledge-base
Claim
基于MCP协议的知识库服务器,内置LLM层,提供结构化知识存储、语义搜索和主动知识推送,支持通过工具进行知识学习、搜索和关联推理。
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| 34384 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 34385 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
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| 34386 |
DevBoost MCP Server
Claim
Provides tools for local development environment management and PostgreSQL opti…
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| 34387 |
User Context MCP Server
Claim
Exposes a developer's local context (communication preferences, stack, repos, m…
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| 34388 |
IIIF MCP Server
Claim
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
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| 34389 |
FinanceGenius.AI
Claim
India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; N…
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| 34390 |
inventory-management-ai-mcp MCP server by MEOK AI Labs
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| 34391 |
Network MCP Lab
Claim
MCP server for executing show commands and managing Cisco IOS-XE network device…
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| 34392 |
Automates cross-platform e-commerce sourcing between JD and Taobao using AI-dri…
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| 34393 |
x-bookmarks-mcp
Claim
Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks i…
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| 34394 |
mcp-arcgis-albuquerque
Claim
Enables searching and querying City of Albuquerque open geospatial datasets (pa…
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| 34395 |
MCP Firecrawl
Claim
A production-ready Model Context Protocol (MCP) server that integrates with the…
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| 34396 |
airtable-user-mcp
Claim
Community MCP server for Airtable that provides **30 tools** for managing Airt…
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| 34397 |
bug-bounties
Claim
Real-time directory of every public VDP and bug bounty program
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| 34398 |
Warden
Claim
Warden provides a trusted skill brain for open agents, enabling secure executio…
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| 34399 |
Dropyour
Claim
Publish a self-contained HTML file to a stable public URL from your AI. Anonymo…
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| 34400 |
Netlify MCP Server
Claim
Follows the Model Context Protocol to enable code agents to use Netlify API and…
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