MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow GENESIS ProofRelay MCP Verifier| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50251 |
Maya MCP
Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
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| 50252 |
igloo-mcp
Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
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| 50253 |
maxia-oracle
Claim
Multi-source crypto & equity price feed for AI agents.
Aggregates Pyth, Chainl…
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| 50254 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
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| 50255 |
test123
Claim
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| 50256 |
PlanckBot
Claim
An adaptive tiny-model layer that sits between an LLM and its MCP tools, compre…
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| 50257 |
semantic-pdf-indexer-mcp
Claim
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| 50258 |
RememberMe
Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
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| 50259 |
vlc-mcp-server
Claim
An MCP server to control VLC media player, allowing remote playback and control…
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| 50260 |
mcp-unifi
Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
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| 50261 |
Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited labor…
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| 50262 |
n8n MCP Server
Claim
Provides seamless integration between MCP-compatible AI assistants and n8n work…
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| 50263 |
mistaike-ai
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| 50264 |
Jira CLI MCP
Claim
A Model Context Protocol (MCP) server that wraps the Jira CLI tool, exposing Ji…
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| 50265 |
chrome-mcp-server
Claim
Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, incl…
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| 50266 |
Context MCP
Claim
Provides AI agents with secure, read-only file system access to analyze and und…
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| 50267 |
india-stock-mcp
Claim
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains,…
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| 50268 |
google-mail-mcp
Claim
Provides a standardized interface for interacting with Google Mail tools and se…
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| 50269 |
flint-slating
Claim
MCP server that reads PDFs and exposes them as structured Markdown, metadata, o…
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| 50270 |
server
Claim
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| 50271 |
mcp-google-drive
Claim
MCP server for Google Drive integration with file management, search, sharing, …
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| 50272 |
study-mcp
Claim
A simple MCP server demonstrating resources, tools, and prompts, including a gr…
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| 50273 |
Office Whisperer
Claim
Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
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| 50274 |
w3-mcp-server-qdrant
Claim
Python MCP server for vector search using Qdrant vector database and Ollama emb…
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| 50275 |
tokenless-zendesk-mcp
Claim
MCP server that authenticates via browser session cookies to access Zendesk's R…
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| 50276 |
Foursquare
Claim
Foursquare Places MCP (v3 Places API)
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| 50277 |
AWS MCP Server
Claim
Enables AI assistants to execute AWS CLI commands and retrieve service document…
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| 50278 |
propraven
Claim
Property intelligence: 180M+ US parcels — lookup, search, owners, hazards, perm…
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| 50279 |
SkillForge
Claim
An MCP server that makes your AI agent learn and evolve by capturing feedback a…
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| 50280 |
rhino-mcp
Claim
Enables Claude to drive Rhino 8 and Grasshopper for geometry creation, manipula…
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| 50281 |
DashWebMCP
Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
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| 50282 |
HomeLab Monitor
Claim
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
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| 50283 |
Stitch MCP Server
Claim
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
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| 50284 |
Gnosis Memory
Claim
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via …
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| 50285 |
mcp-zotero
Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
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| 50286 |
Hive Credit Broker
Claim
Broker-only credit/lending discovery shim for AI agents
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| 50287 |
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
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| 50288 |
MCP CLI Command Server
Claim
Provides safe, controlled access to network and system diagnostic tools includi…
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| 50289 |
Enables secure terminal command execution, directory navigation, and file syste…
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| 50290 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 50291 |
PBPK MCP Server
Claim
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
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| 50292 |
loggly-mcp-server
Claim
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| 50293 |
ogforge-api
Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
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| 50294 |
Korea Stock Insight MCP
Claim
Enables LLM agents to access Korean stock market data including DART disclosure…
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| 50295 |
visualizer-mcp
Claim
Connects AI assistants to Siemens Questa Visualizer, enabling natural language …
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| 50296 |
aeonos
Claim
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google …
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| 50297 |
Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity…
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| 50298 |
screenshot-mcp
Claim
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
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| 50299 |
fpds-mcp
Claim
MCP server for querying U.S. Federal Procurement Data System (FPDS-NG) to searc…
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| 50300 |
canbus-mcp
Claim
A CAN bus reverse engineering MCP server for Claude Code that lets Claude read,…
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