MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30401 |
A Python-based MCP server that integrates Google Docs and Gmail, allowing appen…
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| 30402 |
mcp-memory-graph
Claim
Local-first memory for Claude Code and any MCP client: hybrid search + knowledg…
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| 30403 |
MCP server for Site Spy — lets AI agents monitor websites for changes
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| 30404 |
zenhub-mcp
Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
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| 30405 |
docs-mcp-server
Claim
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| 30406 |
mcp-server-pexels
Claim
An MCP server to search for (free) stock images and videos from pexels.com.
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| 30407 |
vibing-steampunk
Claim
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
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| 30408 |
Donnees sante territoriale France : acces aux soins, FINESS, RNA — 35 000+ comm…
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| 30409 |
Enables natural language search and analysis of arXiv academic papers with AI-p…
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| 30410 |
autohaven
Claim
Search for cars
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| 30411 |
mcp-playwright-tools
Claim
Playwright browser automation tools for MCP enabling navigation, interaction, c…
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| 30412 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 30413 |
fixme-agent
Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
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| 30414 |
bima-mcp
Claim
MCP server for Kenya insurance intelligence, providing tools to query insurance…
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| 30415 |
A powerful SQLite-backed expense tracking server built with the Model Context P…
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| 30416 |
vnprices-mcp
Claim
An MCP server that provides Vietnamese financial market data through Claude Des…
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| 30417 |
compass-mcp
Claim
Compass real-estate for Claude — search, property details, photos, price histor…
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| 30418 |
Google Trends MCP Server
Claim
Provides access to Google Trends data including status, trending questions, and…
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| 30419 |
vyuha
Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
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| 30420 |
mcp-server
Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
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| 30421 |
PoseBusters MCP Server
Claim
Validates the physical and chemical plausibility of ligand–protein docking pose…
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| 30422 |
patentorney-mcp
Claim
Manages patent application drafts via structured YAML and LaTeX sections, with …
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| 30423 |
MCP WooCommerce Server
Claim
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
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| 30424 |
sophtron-mcp
Claim
Query bank accounts, credit cards, and transactions via Sophtron's financial da…
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| 30425 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 30426 |
n8n MCP Server
Claim
MCP server for managing n8n workflows and executions. Enables listing, activati…
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| 30427 |
linkedin-pages-mcp
Claim
MCP server for LinkedIn Company Page analytics, providing follower growth, demo…
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| 30428 |
Dynamic multi-agent debate MCP server for structured argumentation and reasonin…
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| 30429 |
calculator-mcp-test
Claim
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| 30430 |
pigeon
Claim
Forwards browser console errors, warnings, and unhandled rejections to Claude C…
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| 30431 |
MEFS MCP Server
Claim
Provides decentralized storage for AI agents, enabling them to save generated c…
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| 30432 |
Family MCP Server
Claim
MCP server for TheDaninFamily database with tools to query family events and da…
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| 30433 |
MCP Toolkit Server
Claim
A Model Context Protocol server providing tools for DB queries, API calls, file…
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| 30434 |
Vibe.co MCP Server
Claim
Enables AI assistants to interact with the Vibe CTV/streaming advertising platf…
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| 30435 |
Wolfram Language MCP
Claim
Enables mathematical computation via Wolfram Language/Mathematica integration, …
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| 30436 |
erc20-mcp
Claim
This MCP server enables agents to fetch and reason about ERC-20 token metadata,…
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| 30437 |
hafasmcp
Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
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| 30438 |
stackchan-relay
Claim
MCP server that enables controlling a StackChan robot via tools like speak, emo…
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| 30439 |
shopify-mcp
Claim
MCP server for the Shopify Admin API, enabling 36 tools for managing products, …
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| 30440 |
TenantCloud MCP Server
Claim
Enables AI agents to manage rental properties on TenantCloud via natural langua…
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| 30441 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 30442 |
nexus-legal
Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
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| 30443 |
postgres
Claim
Enables querying and inspecting a PostgreSQL database, including executing SQL …
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| 30444 |
wechat-reader-mcp
Claim
MCP server for reading WeChat public account articles by reusing authenticated …
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| 30445 |
askboard-mcp
Claim
A local MCP server that collects structured human input via browser forms and m…
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| 30446 |
tulidu-sport-mcp
Claim
Enables AI tools to query sports tournaments, leaderboards, predictions, and ma…
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| 30447 |
nextjs-agent-mcp
Claim
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
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| 30448 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 30449 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
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| 30450 |
Renderer MCP Server
Claim
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
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