MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57651 |
An MCP server that enforces explicit task ownership acceptance and requires a p…
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| 57652 |
fw-context-mcp
Claim
Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C+…
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| 57653 |
tmdb-mcp-server
Claim
Search, detail, and discovery for movies, TV, and people on The Movie Database …
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| 57654 |
PptxGenJS MCP Server
Claim
A production-ready MCP server that enables LLMs to create, modify, and export P…
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| 57655 |
Multi-DB MCP Server
Claim
A multi-database MCP server supporting PostgreSQL, ClickHouse, and MySQL that e…
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| 57656 |
Alpacon MCP Server
Claim
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
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| 57657 |
Whoosh RAG MCP
Claim
An MCP server that provides full-text search over documentation using Whoosh, e…
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| 57658 |
Flarelink
Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
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| 57659 |
Provides mathematical calculation capabilities using MathJS, enabling expressio…
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| 57660 |
gdrive-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
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| 57661 |
batman-mcp
Claim
MCP server for managing developer escalation (Batman system) to resolve inciden…
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| 57662 |
ming-metaphysics-mcp
Claim
Provides five Chinese metaphysics engines (BaZi, QMDJ, ZWDS, Feng Shui, I Ching…
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| 57663 |
polarmcp
Claim
Privacy-first unofficial Polar AccessLink v4 MCP server for AI health, sleep an…
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| 57664 |
mcp-server-modular
Claim
A modular MCP server that lets you add tools by dropping JavaScript files into …
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| 57665 |
Builds a searchable memory bank from persona-specific PDF content and exposes i…
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| 57666 |
youtube-mcp
Claim
Enables AI tools to access YouTube content, including transcript extraction, vi…
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| 57667 |
reflag
Claim
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| 57668 |
ComfyMCP
Claim
Enables Claude to generate images via ComfyUI from natural language requests, a…
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| 57669 |
pdf2md-mcp
Claim
Converts PDF files to Markdown format using AI sampling capabilities.
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| 57670 |
claude-iac-mcp-server
Claim
Enables AI agents to query an approved Terraform module registry and generate c…
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| 57671 |
Enables workforce and labor market analysis for Specified Skilled Workers in Ja…
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| 57672 |
graphics-mcp
Claim
Unified MCP server for graphics manipulation with multiple backends.
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| 57673 |
Rebrain MCP Server
Claim
Enables developers to check system service status, retrieve project documentati…
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| 57674 |
Slack MCP Server
Claim
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
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| 57675 |
LINE Shopping API MCP
Claim
MCP Server for the LINE Shopping API, enabling AI agents and tools to interact …
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| 57676 |
Hermes Plant MCP Server
Claim
Enables AI agents to call deterministic finance and quant APIs (e.g., DCF, Blac…
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| 57677 |
mcp-read-only-grafana
Claim
A secure MCP server for Grafana that provides read-only access by default, with…
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| 57678 |
postgres-mcp-js
Claim
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
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| 57679 |
Search for high-resolution UI design inspirations from Dribbble by simply enter…
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| 57680 |
VecMory
Claim
An MCP server that provides AI agents with a contextual memory system, storing …
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| 57681 |
sas-score-mcp-serverjs
Claim
This MCP server enables natural language scoring with SAS Viya, allowing users …
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| 57682 |
@deay/mcp
Claim
MCP server providing AI assistants with comprehensive documentation about @deay…
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| 57683 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
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| 57684 |
mcp-pvgis
Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
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| 57685 |
MailMCP
Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
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| 57686 |
open-meteo-mcp
Claim
Enables users to get weather forecasts, snow conditions, air quality, and locat…
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| 57687 |
fffinstill
Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
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| 57688 |
Flight Agent Matrix
Claim
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
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| 57689 |
mcp-server
Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
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| 57690 |
Integrates with Google Docs and Gmail for AI-driven document editing and email …
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| 57691 |
DDEV MCP
Claim
Enables AI assistants to automate DDEV development environments, including proj…
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| 57692 |
kayamcp
Claim
Enables AI agents to visually interact with LibreSprite for real-time pixel art…
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| 57693 |
DDG MCP2 Server
Claim
A basic MCP server built with FastMCP framework that provides simple utility to…
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| 57694 |
mcp-data-montgomery
Claim
MCP server providing access to Montgomery County, MD open data through the Socr…
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| 57695 |
rocq-piler
Claim
MCP server that bridges LLMs with the Rocq (Coq) proof assistant via LSP, enabl…
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| 57696 |
HealthLedger MCP
Claim
A local-first, model-agnostic MCP server that stores personal health data in a …
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| 57697 |
autousers
Claim
Evaluate UX with AI personas and human raters directly from MCP-aware clients l…
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| 57698 |
Yodlee MCP Server
Claim
Connects Claude Desktop to Yodlee financial data, enabling account management, …
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| 57699 |
mcp-kitsu
Claim
Enables searching and retrieving anime and manga data from Kitsu's catalogue, i…
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| 57700 |
quartus91-mcp
Claim
Wraps Quartus II 9.1 command-line tools into MCP tools, enabling AI agents to c…
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