MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54801 |
FoxBridge MCP
Claim
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
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| 54802 |
trdizin-mcp
Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 54803 |
Cisco Meraki MCP Server
Claim
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
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| 54804 |
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
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| 54805 |
Amicus
Claim
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model,…
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| 54806 |
MCP-Bastion
Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
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| 54807 |
RGM MCP Server
Claim
Exposes analytical tools for Revenue Growth Management (RGM) using NielsenIQ da…
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| 54808 |
SimpleMcpServer
Claim
Enables AI agents (like Claude Code, Cursor) to directly operate Unity scenes v…
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| 54809 |
linear-local-mcp
Claim
Enables fast, local-only read access to Linear data via the macOS cache, allowi…
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| 54810 |
brightdata-mcp
Claim
test111
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| 54811 |
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
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| 54812 |
Enables ChatGPT to interact with noCRM leads for outreach tracking, including l…
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| 54813 |
Enables querying Estonian data protection regulations, decisions, and guideline…
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| 54814 |
clawmemory-mcp
Claim
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
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| 54815 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
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| 54816 |
aws-cost-mcp
Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
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| 54817 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 54818 |
Anki MCP Server
Claim
An implementation that connects to locally running Anki, enabling card review a…
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| 54819 |
PD2 Lua MCP
Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
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| 54820 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 54821 |
lecka-mcp
Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
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| 54822 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 54823 |
codegraph
Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
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| 54824 |
genlayer-docs-mcp
Claim
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 54825 |
Bult
Claim
Deploy and manage Bult apps from AI coding agents.
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| 54826 |
loadbench-mcp
Claim
An MCP server that provides structural load and stability math (tipping, suppor…
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| 54827 |
llm-bus
Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
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| 54828 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 54829 |
ffmpeg-mcp
Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
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| 54830 |
mcp-threatfox
Claim
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
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| 54831 |
MySQL MCP Server
Claim
Enables secure interaction with MySQL databases through listing tables, reading…
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| 54832 |
Emin MCP Server
Claim
Provides portable working rules and tooling instructions as MCP resources, ensu…
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| 54833 |
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
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| 54834 |
3CX MCP Server
Claim
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
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| 54835 |
Local image and video processing MCP server with 13 tools for resize, convert, …
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| 54836 |
Wikipedia MCP Server
Claim
Provides access to Wikipedia through 10 tools including search, article retriev…
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| 54837 |
MCP server for SSH operations with built-in diagnostics
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| 54838 |
diataxis-mcp-server
Claim
Enables agents to classify, audit, and plan documentation using the Diataxis fr…
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| 54839 |
ServiceNow MCP Server
Claim
A ServiceNow integration server for the Model Context Protocol that enables aut…
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| 54840 |
sarvam-mcp
Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
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| 54841 |
Hyperlink MCP
Claim
One MCP server that enables LLM agents to read, post, comment, and engage on fo…
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| 54842 |
codepet-mcp-server
Claim
A local MCP server that captures coding context, tracks developer sessions, and…
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| 54843 |
Netmiko MCP Server
Claim
Enables management of network devices via SSH using Netmiko, supporting command…
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| 54844 |
MCP-IPFS
Claim
A Model Context Protocol server that enables Claude to interact directly with I…
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| 54845 |
qdrant-loader-mcp-server
Claim
Enables AI development tools to perform semantic search and document relationsh…
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| 54846 |
drawio-mcp
Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
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| 54847 |
Telbase
Claim
Deploy any web project with one command. AI-native platform with self-healing f…
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| 54848 |
Verified, sourced, real-time intelligence layer for AI agents.
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| 54849 |
discourse-mcp-extended
Claim
A Model Context Protocol server for Discourse forums, extended with review queu…
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| 54850 |
telegram-briefing-mcp
Claim
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
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