MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33501 |
minecraft-mcp
Claim
Enables AI agents to control a Minecraft bot for movement, building, crafting, …
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| 33502 |
A Model Context Protocol server that provides access to Databento's historical …
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| 33503 |
prometheus-mcp-server
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Enables interacting with Prometheus through MCP for querying metrics, series, a…
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| 33504 |
MCP AWS SES Email Server
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Enables sending emails through AWS Simple Email Service with support for single…
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| 33505 |
xs-studio-mcp
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MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
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| 33506 |
Book Store MCP
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Enables users to search and explore a bookstore catalog including books, author…
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| 33507 |
wiki-mcp
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Retrieval-augmented MCP server for company project documents (Markdown, Word, E…
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| 33508 |
Transforms Elasticsearch into an AI-powered observability engine for analyzing …
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| 33509 |
DePIN supply telemetry for 171 networks with verify-yourself provenance URLs. $…
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| 33510 |
PostgreSQL MCP Server
Claim
A standardized Model Context Protocol server for interacting with PostgreSQL da…
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| 33511 |
web-tools-mcp-server
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Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
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| 33512 |
Expose
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Easily build MCP tools for Claude desktop app.
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| 33513 |
Jazz MCP Server
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Enables AI assistants to create, read, update, and delete data in local-first a…
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| 33514 |
A read-only MCP server that exposes articles and photos from Local News Matters…
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| 33515 |
A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…
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| 33516 |
Bawbel Scanner
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Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 33517 |
Garoon MCP Server
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A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
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| 33518 |
Trello MCP Server
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Integrates Trello with Cursor and GitHub for human-in-the-loop development, ena…
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| 33519 |
gemini-cli-mcp-server
Claim
A MCP server wrapper for Google's Gemini CLI that enables AI assistants to perf…
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| 33520 |
Jira Admin MCP Server
Claim
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
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| 33521 |
Provides real-time stock data, historical analysis, and stock comparisons using…
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| 33522 |
ms-todo-only-mcp
Claim
Thin MCP wrapper providing read-only access to Microsoft To Do tasks via Micros…
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| 33523 |
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
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| 33524 |
shopify-mcp
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Enables management of Shopify store via GraphQL, including products, orders, in…
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| 33525 |
@agentage/mcp-memory
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Exposes local memory vaults as 6 MCP tools over stdio, enabling clients like Wi…
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| 33526 |
Vimeo MCP Server
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An MCP server that provides tools for interacting with the Vimeo API, enabling …
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| 33527 |
fallcompass-mcp
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Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP…
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| 33528 |
Domo MCP Server
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Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
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| 33529 |
Strapi MCP Server
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Provides AI agents with full access to Strapi 5.x CMS for managing content type…
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| 33530 |
mcp-opencode
Claim
MCP server for opencode that queries GitHub Copilot models via a persistent ope…
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| 33531 |
mongo-mcp
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An MCP server that enables querying, inserting, updating, deleting, aggregating…
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| 33532 |
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
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| 33533 |
Smart Agent Workflow MCP
Claim
Enforces mandatory testing before merging via isolated worktrees, with build ve…
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| 33534 |
mcp-gif
Claim
MCP server for GIF animation analysis. Provides metadata extraction, individual…
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| 33535 |
mcp-carrefour
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MCP server that connects Carrefour Drive to Claude and other MCP clients, enabl…
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| 33536 |
mcp-geralearn
Claim
Browse courses, enroll, track progress, find tutors. Education platform. 50+ co…
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| 33537 |
Full VK MCP
Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
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| 33538 |
Enables natural language interaction with PostgreSQL databases through MCP tool…
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| 33539 |
A powerful Model Context Protocol (MCP) server for image processing, designed t…
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| 33540 |
mcp-gsuite
Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
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| 33541 |
mcp-bigquery-evals
Claim
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
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| 33542 |
erddap-mcp-demo
Claim
Enables LLMs to interact with ERDDAP search, metadata, and tabledap services fo…
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| 33543 |
OpenWA MCP Server
Claim
Enables AI assistants to manage WhatsApp sessions, send multi-format messages, …
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| 33544 |
codex-ssh-mcp
Claim
Bridges local Claude Code with a remote Codex instance on a VPS via SSH, enabli…
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| 33545 |
fairchem-mcp
Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
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| 33546 |
klaws
Claim
Scans source code for possible Korean compliance risks (PIPA, Network Act, Cred…
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| 33547 |
parbaked
Claim
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…
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| 33548 |
Enables AI agents to dynamically discover and interact with APIs through Swagge…
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| 33549 |
Zentao MCP Server
Claim
Enables direct integration with Zentao bug tracking systems through Cursor. Sup…
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| 33550 |
x-mcp
Claim
Read-only MCP server for Kan's FxTwitter API proxy, enabling public X/Twitter s…
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