MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68251 |
mcp_server
Claim
Provides configuration examples and management for MCP servers supporting stdio…
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| 68252 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 68253 |
astro-platform-starter
Claim
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| 68254 |
Provides a standardized interface for interacting with SharePoint tools and ser…
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| 68255 |
Enables high-quality AI image generation with superior text rendering using the…
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| 68256 |
Google Sheets MCP Server
Claim
Provides tools to read, write, append, and create Google Sheets via MCP, using …
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| 68257 |
bricks-and-context
Claim
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
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| 68258 |
contact-verifier-mcp
Claim
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
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| 68259 |
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
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| 68260 |
LeetCode MCP Server
Claim
Enables Claude to search and retrieve LeetCode problems, user profiles, and sta…
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| 68261 |
lueders
Claim
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| 68262 |
@agentkarma/mcp
Claim
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
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| 68263 |
mcp-server-freee
Claim
Enables AI agents to interact with the freee accounting API, offering tools for…
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| 68264 |
Inspect Mac storage, explain file activity, and perform journaled cleanup with …
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| 68265 |
after-effects-mcp
Claim
Enables AI assistants to control Adobe After Effects through a standardized MCP…
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| 68266 |
siyuan-ai-mcp-bridge
Claim
Provides a local MCP stdio server that enables AI clients to read, search, crea…
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| 68267 |
An MCP server that generates conversion-optimized e-commerce product descriptio…
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| 68268 |
aluris-caselibrary-mcp
Claim
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
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| 68269 |
clearlist
Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
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| 68270 |
Scraper Maintenance MCP
Claim
MCP server for automating web scraper maintenance via browser inspection, selec…
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| 68271 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
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| 68272 |
Fetches and filters GitHub trending repositories by keywords, language, and tim…
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| 68273 |
gov-notice-mcp
Claim
Enables searching, summarizing, and recommending government and public institut…
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| 68274 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 68275 |
aws-cost-explorer
Claim
Enables AI assistants to query and analyze AWS costs and usage via the Cost Exp…
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| 68276 |
ServiceGraph
Claim
AI Agent skills to access structured datasets for startup founders
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| 68277 |
stellavault
Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
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| 68278 |
Monzo Claude Connector
Claim
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
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| 68279 |
myst-mcp
Claim
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
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| 68280 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
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| 68281 |
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
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| 68282 |
solguard
Claim
On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protec…
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| 68283 |
BlenderMCP
Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
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| 68284 |
mcp-confluence
Claim
Enables searching, reading, listing, creating, and updating Confluence pages vi…
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| 68285 |
mcp-mealie
Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
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| 68286 |
loudcheck
Claim
Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
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| 68287 |
SubscriberAPI MCP Server
Claim
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
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| 68288 |
DBMS-MCP
Claim
Enables read-only querying of multiple databases via JDBC, supporting Tibero, O…
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| 68289 |
heym
Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
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| 68290 |
Rwanda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
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| 68291 |
octave-mcp
Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
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| 68292 |
moa365-mcp-proxy
Claim
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
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| 68293 |
Jangada Docs MCP
Claim
Enables AI assistants to access the complete documentation of the jangada libra…
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| 68294 |
MCP Connector Test
Claim
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
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| 68295 |
ProductClank
Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
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| 68296 |
Stables MCP Server
Claim
Enables AI agents to manage stablecoin payments including customer management, …
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| 68297 |
Scans GitHub repositories for security vulnerabilities by cloning, performing s…
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| 68298 |
DashWebMCP
Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
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| 68299 |
patchright-mcp
Claim
Provides browser automation capabilities using Patchright, enabling LLMs to int…
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| 68300 |
z-cli
Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
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