MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41401 |
Logo MCP
Claim
An intelligent website logo extraction system built on the Model Context Protoc…
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| 41402 |
paystack-mcp-server
Claim
Enables AI assistants to interact with the full range of Paystack APIs, allowin…
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| 41403 |
Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and cit…
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| 41404 |
cloudprice-mcp
Claim
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
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| 41405 |
Automate GitHub development from task discovery to PR merge with session-based …
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| 41406 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 41407 |
mcp-code-context
Claim
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
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| 41408 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 41409 |
abrasio-mcp
Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 41410 |
opgg-esports
Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
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| 41411 |
apple-mcp
Claim
MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders,…
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| 41412 |
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
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| 41413 |
ai-scanner-mcp
Claim
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
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| 41414 |
An MCP server that extracts clean, structured Markdown content from web page UR…
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| 41415 |
smart-mcp-server
Claim
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
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| 41416 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with dual Web UI and Deskto…
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| 41417 |
crm-ai-mcp
Claim
crm-ai-mcp MCP server by MEOK AI Labs
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| 41418 |
Appium MCP Server
Claim
Enables AI-powered mobile app testing and automation through Appium, using Azur…
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| 41419 |
Runware MCP Server
Claim
Enables lightning fast image and video generation using the Runware API, with t…
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| 41420 |
MCP OpenAI Tools
Claim
Provides access to OpenAI's advanced models (including o3) with integrated web …
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| 41421 |
Enables LLMs to search and retrieve Japanese real estate data through unified a…
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| 41422 |
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
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| 41423 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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| 41424 |
ya-frida-mcp
Claim
A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agent…
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| 41425 |
filesystem-ops
Claim
MCP server for performing filesystem operations, enabling file management and m…
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| 41426 |
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
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| 41427 |
MCP Server
Claim
Extends Claude with real-time weather data and product catalog management tools…
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| 41428 |
XRPL-Utilities
Claim
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
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| 41429 |
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
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| 41430 |
Social Media MCP Server
Claim
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
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| 41431 |
An MCP server that analyzes local or remote GitHub repositories, providing inte…
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| 41432 |
mcp-dailymed
Claim
Search and retrieve FDA Structured Product Labels from DailyMed via NLM, suppor…
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| 41433 |
Claude Code History MCP
Claim
Search and reference your Claude Code conversation history directly from Claude…
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| 41434 |
MCP Agentic AI Server
Claim
A dual-server MCP implementation with task-based AI processing using Google Gem…
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| 41435 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 41436 |
cmd-line-mcp1
Claim
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| 41437 |
japan-utils-mcp
Claim
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
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| 41438 |
test-mcp
Claim
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| 41439 |
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
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| 41440 |
Filesystem MCP Server
Claim
Enables comprehensive filesystem operations including reading/writing files, di…
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| 41441 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 41442 |
AI Patent Search
Claim
MCP server for the AI Patent Search Generator — 11 tools for patent intelligenc…
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| 41443 |
cardapiofc-mcp-server
Claim
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| 41444 |
Code Review MCP
Claim
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
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| 41445 |
Dify Management MCP
Claim
Enables programmatic management of a Dify instance, including datasets, apps, a…
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| 41446 |
EasyEDA Pro MCP Server
Claim
Enables AI-powered autonomous hardware design within EasyEDA Pro, allowing user…
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| 41447 |
Fabric MCP Server
Claim
Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summar…
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| 41448 |
Etherscan
Claim
Etherscan MCP — multichain block-explorer API (Etherscan V2)
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| 41449 |
mcp_smithery
Claim
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| 41450 |
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
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