MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56351 |
MCP-JIRA-Python Server
Claim
A Python-based server allowing seamless integration with JIRA for managing and …
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| 56352 |
阿里云 OpenAPI MCP Server
Claim
远程MCP服务,通过Model Context Protocol为AI应用提供阿里云数万个OpenAPI的无缝集成,支持Terraform、多账号、自定义OA…
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| 56353 |
Enables AI agents to search and discover data across SQLite and CSV sources thr…
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| 56354 |
finance-calc-mcp
Claim
An MCP server and CLI providing business, financial, and tax calculations inclu…
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| 56355 |
Expense Tracker MCP
Claim
Enables management of expenses via SQLite database, including adding, listing, …
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| 56356 |
MCP Project Manager
Claim
A comprehensive project management and workflow tracking system that integrates…
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| 56357 |
Consulente Legale
Claim
Local MCP server that provides Italian legal assistance by querying a local cor…
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| 56358 |
MCP server providing data analytics tools for AI agents to load, clean, analyze…
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| 56359 |
clutter-mcp
Claim
A Model Context Protocol server that lets an AI agent drive the whole Clutter p…
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| 56360 |
mcp-task-manager
Claim
MCP server that wraps a personal task manager REST API, enabling Claude to read…
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| 56361 |
toss-invest
Claim
Enables interaction with Toss Securities API for market data, stock information…
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| 56362 |
Enables AI agents to check real-time SAP object release status for ABAP Cloud a…
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| 56363 |
abap-config-mcp
Claim
A standalone MCP server for SAP ABAP development and customizing that connects …
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| 56364 |
IDA Script MCP
Claim
Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, …
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| 56365 |
Ultra Debugger
Claim
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
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| 56366 |
posthog-mcp
Claim
Enables AI agents to query PostHog analytics data directly via tool calls, incl…
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| 56367 |
maiife-toolkit
Claim
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
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| 56368 |
outline-wiki-mcp
Claim
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
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| 56369 |
computer-use
Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
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| 56370 |
bas-mcp-server
Claim
Enables AI agents to interact with 1С:Enterprise and BAS ERP systems through RE…
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| 56371 |
nanobanana-mcp
Claim
MCP server for AI image generation supporting text-to-image and image-to-image …
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| 56372 |
Miami Friend
Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
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| 56373 |
ca
Claim
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| 56374 |
mcp-kicad-sch-api
Claim
MCP server for creating, modifying, and analyzing KiCAD schematic files using n…
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| 56375 |
Confident AI
Claim
Connects AI-powered tools to the Confident AI platform for evaluating, observin…
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| 56376 |
MCP File Manager
Claim
Enables listing, reading, and searching local files and directories through MCP…
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| 56377 |
Data MCP Server
Claim
Enables scientific data introspection and visualization of VTK datasets with fo…
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| 56378 |
archify-mcp
Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
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| 56379 |
Amazing Marvin MCP
Claim
Connects your Amazing Marvin productivity system with AI assistants like Claude…
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| 56380 |
mcp-tts
Claim
Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to s…
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| 56381 |
nexrad-mcp
Claim
Enables AI clients to query raw NEXRAD Level II dual-pol radar data at any poin…
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| 56382 |
Pandas-MCP Server
Claim
Enables LLMs to safely execute pandas code for data analysis and generate inter…
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| 56383 |
First MCP Server
Claim
A simple MCP server that provides a 'hello' tool to return a personalized greet…
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| 56384 |
image-relay-mcp
Claim
Enables image generation and editing via third-party relay services. Returns lo…
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| 56385 |
wx4py-mcp
Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
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| 56386 |
SmartDB MCP
Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
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| 56387 |
B2B Buyer-Signal MCP
Claim
Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…
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| 56388 |
Kibo Commerce MCP Server
Claim
Deprecated MCP server integrating with Kibo Commerce for product, order, custom…
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| 56389 |
sebit-mcp
Claim
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| 56390 |
sfluv-mcp
Claim
MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agent…
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| 56391 |
marketintell
Claim
AI analyst desk for stocks, options & crypto with sourced trade setups and a pu…
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| 56392 |
Dokploy MCP Server
Claim
Exposes all Dokploy API endpoints as MCP tools, enabling AI models and other cl…
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| 56393 |
scplus-mcp
Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
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| 56394 |
zombie-killer
Claim
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
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| 56395 |
nmap-mcp
Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
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| 56396 |
brain-operator-mcp
Claim
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
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| 56397 |
jarbobo
Claim
Enables LLMs to draw interactive diagrams (architecture, sequence, class) insid…
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| 56398 |
An MCP server for autonomous quantum computing research that searches arXiv, in…
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| 56399 |
mcp-ctera-core
Claim
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
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| 56400 |
mcp-svg-marp
Claim
An MCP server that converts SVG files into Marp presentations, with features li…
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