MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36851 |
AutoFixture MCP Server
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A Model Context Protocol (MCP) server that provides comprehensive documentation…
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| 36852 |
quantum-mcp-server
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AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
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| 36853 |
ftrack MCP server
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Provides broad, typed access to the ftrack Studio production-tracking API for L…
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| 36854 |
ask-another
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Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
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| 36855 |
liteparse-mcp
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Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, …
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| 36856 |
Scouter MCP
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Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scout…
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| 36857 |
Perplexity Search
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Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
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| 36858 |
Postman MCP Server
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A Cloudflare Worker that provides API access to Postman collections and environ…
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| 36859 |
An AI-powered deep research agent that automates the full research pipeline fro…
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| 36860 |
kilo-computer-use
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MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
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| 36861 |
OpenPrints MCP
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Enables AI agents to browse products, upload designs, place print orders, track…
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| 36862 |
feishu-cli-mcp
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Exposes the official lark-cli as an MCP server, enabling agents to execute arbi…
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| 36863 |
Lore DB MCP Server
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Provides tools for semantic search, CRUD, verification, and reindexing of docum…
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| 36864 |
cloudwatch-mcp
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Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
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| 36865 |
Velociraptor MCP Server
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Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
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| 36866 |
NLP Database MCP Server
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Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
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| 36867 |
Headroom Mini
Claim
Local MCP server for token optimization, providing tools to compress code/JSON,…
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| 36868 |
bunq Partner MCP
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An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
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| 36869 |
tbro-mcp
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An MCP server that provides web_search and web_fetch tools returning plain text…
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| 36870 |
auth-mcp
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Fast, low-latency MCP server for authentication services, enabling AI agents li…
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| 36871 |
jdtls-mcp
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Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
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| 36872 |
fallhrpaper-mcp
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MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 36873 |
mcp-server-ticktick
Claim
Enables interacting with TickTick tasks and projects through natural language v…
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| 36874 |
BlenderMCP
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Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 36875 |
MCP_CAD
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A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that…
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| 36876 |
Gmail Sender MCP Server
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Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
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| 36877 |
dialfetch
Claim
Give your AI agent a phone: place calls, navigate IVRs, wait on hold, get struc…
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| 36878 |
jupyter-kernel-mcp
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Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
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| 36879 |
reactome-mcp
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Enables AI assistants to search, browse, analyze, and export biological pathway…
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| 36880 |
o365-Admin MCP
Claim
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
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| 36881 |
numerology
Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
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| 36882 |
LinkedIn MCP Server
Claim
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
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| 36883 |
mcp-eyes
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A drop-in MCP server that pairs long-context reasoning LLMs with vision models …
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| 36884 |
SCRT Network MCP Server
Claim
Enables interaction with the Secret Network blockchain, including querying bloc…
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| 36885 |
PCL MCP Server
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Enables AI coding agents to access persistent, structured product context (pers…
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| 36886 |
seo-monster
Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
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| 36887 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
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| 36888 |
dalicore-mcp-client
Claim
Streamlined MCP server with 8 essential tools for file operations, code editing…
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| 36889 |
janusmcp
Claim
Local, open-source multi-account MCP broker — one endpoint, every account. Add …
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| 36890 |
justetf-mcp
Claim
Provides read-only access to justETF data including ETF search, profiles, chart…
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| 36891 |
Gemini Omni MCP
Claim
FastMCP server for Google's gemini-omni-flash-preview video model, enabling tex…
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| 36892 |
VNC MCP Server
Claim
Empowers AI agents to see, reason, and control computers via VNC, providing adv…
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| 36893 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
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| 36894 |
Uganda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
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| 36895 |
Kachaka MCP Server
Claim
Enables AI models to monitor and control Kachaka robots via MCP, including navi…
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| 36896 |
An MCP server that integrates HandaaS data APIs for industrial chain analysis, …
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| 36897 |
Enables LLMs to query and analyze government website analytics from analytics.u…
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| 36898 |
agent-trade-kit
Claim
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
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| 36899 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 36900 |
A local MCP server that lets Claude answer plain-language questions about your …
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