MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50401 |
MOJAQ
Claim
Read-only MCP server for MOJAQ: give any AI assistant natural-language access t…
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| 50402 |
Ubersuggest MCP
Claim
A standalone MCP server for Ubersuggest that runs entirely locally using SQLite…
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| 50403 |
Pipedrive MCP Server
Claim
Enables LLMs like Claude to interact with Pipedrive CRM data through a standard…
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| 50404 |
media-mcp
Claim
MCP Server for video enhancement and image segmentation (SAM3)
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| 50405 |
personal-context
Claim
Enables LLMs to access a user's personal writing context—voice, style, opinions…
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| 50406 |
Ruishu MCP
Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 50407 |
servicenow-api
Claim
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
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| 50408 |
mcp-svg-render
Claim
Renders SVG to PNG so AI agents can see the SVG they generate.
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| 50409 |
mcp-ashigaru
Claim
An MCP server that enables autonomous code development by pulling GitHub issues…
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| 50410 |
Clarify MCP Server
Claim
Enables AI agents to ask clarification questions and receive structured user in…
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| 50411 |
Tripwire
Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
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| 50412 |
SpecQ MCP Server
Claim
Enables AI agents to generate structured intelligence reports for electronic ch…
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| 50413 |
Enables to extract TypeScript methods, functions, and their relevant imports an…
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| 50414 |
mcp-server
Claim
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| 50415 |
hko-mcp
Claim
Provides tools to access Hong Kong Observatory open data, including weather for…
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| 50416 |
Present Agent MCP
Claim
Find 5 explainable, personalized gift recommendations from inside any MCP clien…
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| 50417 |
cortex
Claim
A self-hosted personal memory assistant that captures and retrieves thoughts vi…
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| 50418 |
SIFT Kernel
Claim
MCP server that enforces forensic methodology and prevents hallucinations by re…
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| 50419 |
AgentAudit
Claim
Enables AI agents to scan MCP servers and AI packages for vulnerabilities, prom…
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| 50420 |
mcp
Claim
Convert, compress, resize and trim images, audio, video and PDFs from local pat…
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| 50421 |
Wireshark MCP
Claim
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
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| 50422 |
rug-check
Claim
On-chain rug-pull & honeypot risk screen for ERC-20 tokens, providing a SAFE / …
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| 50423 |
Steep
Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
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| 50424 |
mcpCreatioServer
Claim
A Node.js MCP server that enables LLM tools to list and read local guide and pr…
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| 50425 |
Roblox Studio MCP
Claim
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
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| 50426 |
simple-rail-mcp
Claim
Enables controlling linear rails via natural language commands through Claude A…
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| 50427 |
content-calendar-ai-mcp
Claim
content-calendar-ai-mcp MCP server by MEOK AI Labs
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| 50428 |
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
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| 50429 |
@langapi/mcp-server
Claim
MCP server for AI-powered translation management in i18n projects, enabling aut…
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| 50430 |
systems-thinking-mcp
Claim
Provides systems thinking models as composable analysis lenses for architecture…
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| 50431 |
MCP Vision Server
Claim
Enables Claude Code to describe images and extract text using Kimi/Moonshot vis…
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| 50432 |
quartz-sharepoint-mcp
Claim
Mirrors a SharePoint document library to disk and enables AI assistants to sear…
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| 50433 |
Generate detailed weapon recoil trajectory data for machine guns, pistols, and …
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| 50434 |
reversi-mcp-apps
Claim
An MCP server that provides a Reversi game where the AI cannot cheat because ga…
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| 50435 |
collectives-mcp
Claim
MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
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| 50436 |
Avo
Claim
Define, ship & query your analytics tracking from one source of truth, trusted …
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| 50437 |
Motion MCP Server
Claim
Enables natural language management of Motion tasks, projects, schedules, and m…
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| 50438 |
rugmunch-base
Claim
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
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| 50439 |
weixin-mcp
Claim
Enables AI assistants to send and receive WeChat messages through the official …
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| 50440 |
archify-mcp
Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
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| 50441 |
mcp-atlassian-new
Claim
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| 50442 |
SpaceX MCP Server
Claim
A lightweight MCP server that provides analytics on SpaceX launches, including …
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| 50443 |
MCP Server Template
Claim
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
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| 50444 |
ollqd
Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
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| 50445 |
Google Drive MCP
Claim
Enables Claude to read, create, update, and manage files in Google Drive throug…
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| 50446 |
mcp-xray
Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
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| 50447 |
notion-local-mcp
Claim
Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
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| 50448 |
Hello Service MCP Server
Claim
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
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| 50449 |
ca
Claim
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| 50450 |
drand
Claim
Fetch publicly verifiable randomness from the drand quicknet. Retrieve the late…
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