MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44201 |
ImageMcp
Claim
A full-featured image processing MCP server for AI assistants, exposing ~55 too…
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| 44202 |
todo-mcp-server
Claim
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
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| 44203 |
MCP server for searching Korean public procurement bid notices (나라장터) using nat…
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| 44204 |
Publora MVP MCP Server
Claim
Enables AI agents to create, schedule, and manage social media posts across 10 …
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| 44205 |
quip-mcp
Claim
Enables AI assistants to read, search, create, and edit Quip documents through …
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| 44206 |
blib-houdini-bridge
Claim
Enables AI assistants and CLI tools to read and control Houdini scenes with a s…
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| 44207 |
Futurykon MCP Server
Claim
Connects AI agents to the Futurykon prediction platform, enabling them to query…
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| 44208 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
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| 44209 |
Shopify Catalog Monitor
Claim
Track price drops, stock-outs, restocks, and new/removed products across Shopif…
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| 44210 |
knowledgeplane
Claim
MCP server that gives AI agents and teams persistent, shared memory using a kno…
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| 44211 |
A comprehensive MCP server with over 50 tools across 7 categories including mem…
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| 44212 |
Fluent MCP
Claim
Enables building MCP servers with embedded reasoning, allowing complex tasks to…
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| 44213 |
TMDB MCP Server
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A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
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| 44214 |
Magni MCP Server
Claim
Enables AI-powered browser automation and test development within the Magni aut…
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| 44215 |
ServiceNow MCP Server
Claim
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
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| 44216 |
mcp-http-proxy
Claim
Enables MCP clients to perform HTTP GET requests to arbitrary URLs and receive …
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| 44217 |
MSSQL MCP Server
Claim
Enables AI assistants to interact with Microsoft SQL Server databases via intro…
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| 44218 |
confluence-mcp
Claim
Provides read access to Confluence Server/Data Center pages, sections, tables, …
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| 44219 |
notebooklm-mcp-2026
Claim
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
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| 44220 |
RoadBoard
Claim
Multi-project execution, memory, and collaboration platform for humans and AI a…
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| 44221 |
q-sys-mcp
Claim
Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC …
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| 44222 |
nidonnaesan
Claim
Enables reviewers to find sponsorship campaigns, assess their value, and genera…
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| 44223 |
Time-Aware MCP Server
Claim
Provides a time_now tool to retrieve the current time, enabling time-sensitive …
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| 44224 |
@kula-ai/mcp-server
Claim
MCP server enabling AI assistants to connect to Kula recruiting API for managin…
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| 44225 |
argon
Claim
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo…
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| 44226 |
sjtu-canvas-mcp
Claim
Provides MCP tools to read SJTU Canvas data, download course files, and access …
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| 44227 |
ClickUp MCP
Claim
Enables ClickUp workspace management including tasks, docs, teams, spaces, and …
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| 44228 |
agentic-knowledge
Claim
An MCP server that guides AI assistants to navigate documentation using their b…
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| 44229 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 44230 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 44231 |
AOW4 Tomes MCP Server
Claim
MCP server for Age of Wonders 4 that helps AI agents guide players in selecting…
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| 44232 |
Free web search for your AI using public SearXNG instances, with parallel multi…
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| 44233 |
Fast Embedding MCP SSE
Claim
Provides fast static embedding, similarity, and search capabilities via MCP too…
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| 44234 |
batuta-mcp
Claim
MCP server that decomposes tasks into plans with disjoint file boundaries, vali…
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| 44235 |
touchdesigner-mcp
Claim
An MCP server for TouchDesigner that lets you control TouchDesigner with Claude
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| 44236 |
Ruminer Browser Agent
Claim
Syncs AI conversations from multiple platforms to local Markdown files for your…
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| 44237 |
ZpDIC MCP Server
Claim
Enables ChatGPT to interact with ZpDIC dictionaries, allowing word lookup, crea…
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| 44238 |
github-mcp
Claim
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| 44239 |
ChatGPT To Codex
Claim
A local MCP runtime for macOS and Windows that enables ChatGPT to read, edit, s…
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| 44240 |
An MCP server that exposes e18e module replacement data. It helps AI assistants…
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| 44241 |
Remote MCP Server
Claim
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
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| 44242 |
mcp-security-toolkit
Claim
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
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| 44243 |
mcp-code-sanitizer
Claim
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL in…
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| 44244 |
claude-code-relay
Claim
Relay messages between Claude Code sessions over MCP without stealing window fo…
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| 44245 |
MCP Database Server
Claim
Enables AI assistants to interact with PostgreSQL databases through query execu…
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| 44246 |
SemaphoreUI MCP Server
Claim
Enables AI assistants to interact with SemaphoreUI for managing and running Ans…
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| 44247 |
mcp-crash-analyzer
Claim
A Model Context Protocol (MCP) server for automated crash analysis using GDB.
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| 44248 |
mcp-n8n
Claim
An MCP server for N8N that allows users to build, manage, and execute workflows…
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| 44249 |
roku-mcp
Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
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| 44250 |
PrismSRE
Claim
PrismSRE is an AI-powered Kubernetes troubleshooting agent that uses Google's G…
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