MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34751 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 34752 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
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| 34753 |
loadbench-mcp
Claim
An MCP server that provides structural load and stability math (tipping, suppor…
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| 34754 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 34755 |
ffmpeg-mcp
Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
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| 34756 |
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
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| 34757 |
Emin MCP Server
Claim
Provides portable working rules and tooling instructions as MCP resources, ensu…
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| 34758 |
mcp-threatfox
Claim
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
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| 34759 |
MySQL MCP Server
Claim
Enables secure interaction with MySQL databases through listing tables, reading…
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| 34760 |
3CX MCP Server
Claim
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
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| 34761 |
ServiceNow MCP Server
Claim
A ServiceNow integration server for the Model Context Protocol that enables aut…
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| 34762 |
diataxis-mcp-server
Claim
Enables agents to classify, audit, and plan documentation using the Diataxis fr…
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| 34763 |
sarvam-mcp
Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
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| 34764 |
Wikipedia MCP Server
Claim
Provides access to Wikipedia through 10 tools including search, article retriev…
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| 34765 |
Hyperlink MCP
Claim
One MCP server that enables LLM agents to read, post, comment, and engage on fo…
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| 34766 |
codepet-mcp-server
Claim
A local MCP server that captures coding context, tracks developer sessions, and…
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| 34767 |
Netmiko MCP Server
Claim
Enables management of network devices via SSH using Netmiko, supporting command…
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| 34768 |
qdrant-loader-mcp-server
Claim
Enables AI development tools to perform semantic search and document relationsh…
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| 34769 |
MCP-IPFS
Claim
A Model Context Protocol server that enables Claude to interact directly with I…
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| 34770 |
drawio-mcp
Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
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| 34771 |
discourse-mcp-extended
Claim
A Model Context Protocol server for Discourse forums, extended with review queu…
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| 34772 |
telegram-briefing-mcp
Claim
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
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| 34773 |
Automatically selects comparable peer companies for unlisted valuation targets …
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| 34774 |
Devicebase MCP Server
Claim
Enables remote control of mobile devices via the Devicebase API, including touc…
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| 34775 |
AutoFixture MCP Server
Claim
A Model Context Protocol (MCP) server that provides comprehensive documentation…
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| 34776 |
quantum-mcp-server
Claim
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
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| 34777 |
ftrack MCP server
Claim
Provides broad, typed access to the ftrack Studio production-tracking API for L…
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| 34778 |
ask-another
Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
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| 34779 |
Scouter MCP
Claim
Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scout…
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| 34780 |
Perplexity Search
Claim
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
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| 34781 |
Postman MCP Server
Claim
A Cloudflare Worker that provides API access to Postman collections and environ…
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| 34782 |
An AI-powered deep research agent that automates the full research pipeline fro…
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| 34783 |
kilo-computer-use
Claim
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
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| 34784 |
OpenPrints MCP
Claim
Enables AI agents to browse products, upload designs, place print orders, track…
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| 34785 |
Lore DB MCP Server
Claim
Provides tools for semantic search, CRUD, verification, and reindexing of docum…
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| 34786 |
cloudwatch-mcp
Claim
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
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| 34787 |
Velociraptor MCP Server
Claim
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
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| 34788 |
NLP Database MCP Server
Claim
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
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| 34789 |
Headroom Mini
Claim
Local MCP server for token optimization, providing tools to compress code/JSON,…
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| 34790 |
tbro-mcp
Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
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| 34791 |
auth-mcp
Claim
Fast, low-latency MCP server for authentication services, enabling AI agents li…
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| 34792 |
fallhrpaper-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 34793 |
mcp-server-ticktick
Claim
Enables interacting with TickTick tasks and projects through natural language v…
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| 34794 |
BlenderMCP
Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 34795 |
MCP_CAD
Claim
A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that…
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| 34796 |
Gmail Sender MCP Server
Claim
Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
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| 34797 |
dialfetch
Claim
Give your AI agent a phone: place calls, navigate IVRs, wait on hold, get struc…
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| 34798 |
reactome-mcp
Claim
Enables AI assistants to search, browse, analyze, and export biological pathway…
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| 34799 |
o365-Admin MCP
Claim
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
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| 34800 |
numerology
Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
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