MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59401 |
geometra
Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
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| 59402 |
agent-services-mcp
Claim
MCP server: x402-paid & free tools for AI agents — provenance, quality scoring,…
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| 59403 |
windeep-computer-control
Claim
Windows原生桌面自动化MCP服务器,提供22个工具用于窗口管理、输入控制、截图、OCR和智能元素匹配。
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| 59404 |
base-token-factory
Claim
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
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| 59405 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
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| 59406 |
mcp-travelcode
Claim
Enables AI assistants to search flights and hotels, manage bookings, check flig…
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| 59407 |
py.chroma.mcp
Claim
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
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| 59408 |
myproject
Claim
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| 59409 |
MCP-Server
Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
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| 59410 |
Cerebras Code MCP Server
Claim
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
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| 59411 |
frisco-mcp
Claim
MCP server for Frisco.pl — lets Claude add groceries to your cart, search produ…
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| 59412 |
coserial
Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
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| 59413 |
Media Creator MCP Server
Claim
Provides tools to generate images using Amazon Nova Canvas and videos using Ama…
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| 59414 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 59415 |
obsidian-mcp-guard
Claim
Provides read/write file tools with lint validation to prevent agents from writ…
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| 59416 |
mcp-archimedes
Claim
Discover verified deep-tech engineering bounties from any AI agent.
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| 59417 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 59418 |
JIRA MCP Server
Claim
Enables Claude Code to interact with JIRA through natural language, supporting …
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| 59419 |
obs-mcp
Claim
Model Context Protocol server for OBS Studio
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| 59420 |
Claude Session Logger
Claim
A local MCP server that records completed tasks to daily JSONL files and promot…
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| 59421 |
coindesk-mcp
Claim
The MCP server that can read recent news from Coindesk.
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| 59422 |
Priceminder MCP Server
Claim
Real-time Shopee competitor price monitoring, powered by AI agents through the …
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| 59423 |
zepp-mcp
Claim
Connect your Amazfit / Zepp watch to Claude. Free and open-source.
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| 59424 |
odxproxy-mcpserver
Claim
MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling progr…
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| 59425 |
Nutanix MCP Server
Claim
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
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| 59426 |
Arzbin MCP Server
Claim
Live Iran exchange rates, gold, crypto, and Toman market data for AI agents.
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| 59427 |
devops-assistant-mcp
Claim
Enables querying local MySQL databases and managing Docker containers (listing,…
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| 59428 |
react-hook-form-docs-mcp
Claim
Enables AI-powered semantic search over React Hook Form documentation, allowing…
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| 59429 |
LLMemory
Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
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| 59430 |
octocode
Claim
MCP server for semantic code research and context generation on real-time using…
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| 59431 |
arc-story-queue
Claim
MCP server that queues stories and feeds them to live Claude Code sessions, del…
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| 59432 |
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
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| 59433 |
B2B Lead Enrichment
Claim
Remote MCP server to enrich company profiles with structured B2B data and confi…
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| 59434 |
vault-recommender
Claim
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
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| 59435 |
mcp-arcgis-palmbeach
Claim
Enables AI agents to search and query Palm Beach County GIS open geospatial dat…
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| 59436 |
# PSADT-MCP Server
A Model Context Protocol (MCP) server that provides AI assi…
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| 59437 |
falllegalpaper-mcp
Claim
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
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| 59438 |
fleet-of-one-mcp-server
Claim
MCP server providing tools to verify task completion (tests pass and changes ma…
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| 59439 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
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| 59440 |
Qobrix CRM MCP Server
Claim
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
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| 59441 |
papers
Claim
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| 59442 |
A read-only MCP server generated by FirstCall that looks up public GitHub user
…
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| 59443 |
onepassword-mcp-server
Claim
Enables secure retrieval of credentials from 1Password vaults for use by AI age…
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| 59444 |
TextIn xParse MCP Server
Claim
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
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| 59445 |
pytorch-mcp
Claim
A full-featured MCP server for PyTorch documentation workflows, providing tools…
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| 59446 |
opencode-lens
Claim
MCP server that enables inspecting, controlling, and safely automating live ope…
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| 59447 |
agent-vrm-mcp
Claim
Enables Claude to generate speech from text and express it through a 3D VRM ava…
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| 59448 |
Jira MCP Server
Claim
Supercharge your AI assistant with seamless Jira integration. Enables AI assist…
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| 59449 |
line-cua-mcp
Claim
A macOS MCP server for LINE that reads encrypted local database snapshots to fe…
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| 59450 |
kwork-mcp
Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
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