MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42001 |
mcp-datagov-au
Claim
Enables searching and retrieving Australian open government data from data.gov.…
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| 42002 |
mk-today-news
Claim
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| 42003 |
MCP Safari Server
Claim
Enables programmatic control of Safari browser on macOS for web automation, tes…
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| 42004 |
Spectre
Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
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| 42005 |
dingdawg-loop
Claim
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
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| 42006 |
chuck-norris
Claim
Boost your model’s performance with tailored optimization prompts and strategic…
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| 42007 |
database-remote-mcp
Claim
Enables remote database access (RDBMS and MongoDB) through MCP tools, supportin…
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| 42008 |
plaid-mcp
Claim
A local MCP server that provides read-only SQL access to financial accounts via…
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| 42009 |
hn-mcp
Claim
The only MCP server that can write to Hacker News, enabling story submission, c…
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| 42010 |
formpaste
Claim
Create and wire up contact forms from your coding agent. Forms, snippets, and s…
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| 42011 |
MCP Server
Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
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| 42012 |
Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized…
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| 42013 |
backlog-mcp
Claim
An MCP server providing AI agents with read access to Backlog issues, comments,…
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| 42014 |
audio-transcription-mcp
Claim
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
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| 42015 |
mcp-hasolidit
Claim
MCP server that enables AI tools to search, read threads, and retrieve latest p…
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| 42016 |
k8s-mcp
Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
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| 42017 |
Enables LLMs to dynamically search, scrape, and query official documentation of…
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| 42018 |
appsmith-mcp
Claim
An MCP server that enables AI agents to build and edit Appsmith apps by driving…
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| 42019 |
Provides comprehensive mathematical differentiation capabilities using symbolic…
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| 42020 |
AI Incident Reporting Compliance MCP. Unified classification + reporting-clock …
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| 42021 |
Provides real-time cryptocurrency trading signals and technical analysis via Bi…
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| 42022 |
Audacity MCP Server
Claim
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
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| 42023 |
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
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| 42024 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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| 42025 |
RePythonNET-MCP
Claim
Enables static analysis and patching of .NET binaries through decompilation, IL…
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| 42026 |
advanced-reason-mcp
Claim
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
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| 42027 |
vapi-ai-mcp
Claim
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| 42028 |
mcp-github-server
Claim
An MCP server that enables managing GitHub repositories, pull requests, issues,…
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| 42029 |
Site Audit Pro
Claim
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
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| 42030 |
Athena
Claim
A local academic research assistant that indexes PDFs into a searchable vector …
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| 42031 |
vozclara
Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
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| 42032 |
AccelMCP
Claim
An MCP server with HTTP/stdio support, a web admin panel for managing services,…
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| 42033 |
medigami
Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
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| 42034 |
webex_mcp_server
Claim
Enables Claude Desktop to send messages, manage spaces, and automate team colla…
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| 42035 |
meraki-dashboard-api
Claim
A read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET e…
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| 42036 |
chatgpt-context-mcp
Claim
Imports private ChatGPT conversations into MCP clients like Codex and Claude Co…
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| 42037 |
SteadyFetch
Claim
Provides AI agents with reliable web fetching capabilities, handling retries, c…
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| 42038 |
embedded-serial-mcp
Claim
A professional MCP server for serial port communication, enabling AI assistants…
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| 42039 |
Provides weather forecast tools via the Model Context Protocol, enabling users …
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| 42040 |
imap-mcp
Claim
Read-only MCP server for IMAP email access, enabling AI agents to read, search,…
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| 42041 |
Flipper Zero MCP Server
Claim
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
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| 42042 |
Marrow
Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
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| 42043 |
MCP CWP Server
Claim
Enables management of CentOS Web Panel hosting accounts, SSL certificates, FTP …
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| 42044 |
Herald MCP
Claim
Enables two AI assistants on different computers to communicate with each other…
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| 42045 |
MySQL MCP Server
Claim
Enables AI assistants to read and write MySQL databases, dynamically switch dat…
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| 42046 |
Enables interaction with Binance Smart Chain, including wallet management, toke…
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| 42047 |
agent
Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
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| 42048 |
Odoo 19 MCP Server
Claim
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
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| 42049 |
vidlens-mcp
Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
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| 42050 |
ecl_mcp
Claim
Provides AI agents with access to the European Commission's Component Library d…
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