MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50351 |
mcp-server-fetch-rag
Claim
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
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| 50352 |
mcp
Claim
MCP oficial da PushinPay: cobranças PIX, consulta de transações e saldo via IA.
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| 50353 |
llm-latency-tracker
Claim
Measured latency & uptime for AI inference APIs, by region. Exposes a get_ai_ap…
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| 50354 |
Enables natural language expense tracking and management via Claude Desktop, su…
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| 50355 |
MCP Browser
Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
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| 50356 |
engrava
Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
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| 50357 |
my_test
Claim
Get current weather for any city and create images from your prompts. Streamlin…
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| 50358 |
mcp-server-tronlink
Claim
Enables AI agents to interact with the TRON blockchain through browser automati…
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| 50359 |
Canopy API
Claim
Amazon product API & MCP server: search, prices, reviews, sellers, deals, and A…
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| 50360 |
MCP Apple Notes
Claim
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
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| 50361 |
ClickUp MCP
Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
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| 50362 |
SpotifyMCP
Claim
Enables creating and searching Spotify playlists through natural language using…
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| 50363 |
Superjolt MCP Server
Claim
Enables AI-powered infrastructure management of JavaScript applications via nat…
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| 50364 |
MCP Project Manager
Claim
Provides project management capabilities through terminal, web UI, or MCP stdio…
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| 50365 |
Barvinca MCP
Claim
Inspect ACC administration data and run bounded, approval-gated bulk user workf…
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| 50366 |
Google Drive integration with file operations, folder navigation, search, and s…
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| 50367 |
AI Commander
Claim
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Co…
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| 50368 |
Rillsoft Project
Claim
MCP server built into Rillsoft Project 10 for multi-project resource planning (…
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| 50369 |
hortusfox-mcp
Claim
MCP server for HortusFox self-hosted plant management system, exposing 38 tools…
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| 50370 |
A sophisticated MCP server providing advanced memory capabilities with RAG, hal…
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| 50371 |
database-mcp-server
Claim
A Model Context Protocol server for unified database access and management, sup…
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| 50372 |
factura-uz-mcp
Claim
MCP server for Factura.uz electronic invoicing system (Uzbekistan). Supports cr…
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| 50373 |
context-engineering
Claim
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
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| 50374 |
satelia-mcp-starter
Claim
A minimal TypeScript MCP starter server that counts words and characters, ready…
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| 50375 |
angr-mcp
Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
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| 50376 |
mcp-mindmesh
Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
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| 50377 |
Mistral OCR MCP Server
Claim
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
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| 50378 |
Import Skills Power
Claim
Enables importing, managing, and using Markdown skills from GitHub repositories…
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| 50379 |
mcp-xhs-publisher
Claim
MCP server for automatically publishing text, image, and video notes to Xiaohon…
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| 50380 |
UK shipping labels for AI agents: buy Royal Mail Tracked and more, track and re…
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| 50381 |
ember-cli-mcp
Claim
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
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| 50382 |
ai-memory-mcp
Claim
Provides persistent session memory for AI assistants, enabling them to store, s…
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| 50383 |
fishing-mcp-server
Claim
MCP server for a text-based fishing game that allows Claude to play remotely vi…
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| 50384 |
Failsafe MCP Server
Claim
Credential resilience for AI agents, providing AES-256 encrypted storage, autom…
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| 50385 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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| 50386 |
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
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| 50387 |
Enables interaction with Canvas LMS courses and assignments directly from your …
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| 50388 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 50389 |
MCP Server
Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
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| 50390 |
Vaults Diagram Tools
Claim
Mermaid to assets. Source code to maps. MCP for agents.
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| 50391 |
OpenTool
Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
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| 50392 |
agent-trace-auditor
Claim
Cloudflare Workers MCP server: agent-trace-auditor
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| 50393 |
elyth-mcp-server
Claim
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
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| 50394 |
test
Claim
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| 50395 |
secure-harness-mcp
Claim
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
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| 50396 |
@dormon/salesforce-mcp
Claim
Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
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| 50397 |
mcp-novus-aevum
Claim
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| 50398 |
RegistryTools
Claim
A standalone MCP Tool Registry server providing generic tool search and discove…
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| 50399 |
MCP Travel Planner
Claim
A unified MCP server providing a single entry point to comprehensive travel pla…
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| 50400 |
trello-mcp-server
Claim
Integrates Trello with Claude Code for advanced project planning and task manag…
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