MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60401 |
metabase-mcp
Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
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| 60402 |
Travel MCP Server
Claim
An MCP server for searching flights, hotels, weather, and tourist attractions.
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| 60403 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 60404 |
ytmcp
Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
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| 60405 |
Kdenlive MCP Server
Claim
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
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| 60406 |
Fizzy Do MCP
Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
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| 60407 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 60408 |
nowcerts-mcp
Claim
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| 60409 |
mcp-servers
Claim
This MCP server provides a modern web interface and a set of tools for interact…
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| 60410 |
mcp-sec-edgar
Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
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| 60411 |
OT-AIops
Claim
Provides AI agents with safe, governed read access to industrial control system…
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| 60412 |
ns-hpc
Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
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| 60413 |
Better Auth Server
Claim
# Better Auth MCP Server
[ server that exposes ChEMBL's public bioactivity …
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| 60426 |
Pallas MCP Server
Claim
Connects an AI agent to Figma and Panda CSS for two-way design system sync, com…
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| 60427 |
analytics
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| 60428 |
bolsa-de-carga-mcp
Claim
Freight marketplace MCP server for European road logistics. Search and manage f…
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| 60429 |
Termii MCP
Claim
A hosted MCP server that enables AI assistants to send SMS and WhatsApp message…
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| 60430 |
mcp-archimate
Claim
Enables querying and modifying ArchiMate enterprise architecture models from XM…
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| 60431 |
bitflyer-mcp
Claim
A read-only MCP server that retrieves public market data from bitFlyer, allowin…
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| 60432 |
figma-comments-mcp
Claim
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
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| 60433 |
sportwizzard
Claim
Real-time sports betting data: odds, player props, edges and arbitrage from 35+…
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| 60434 |
Provides access to Minecraft mod development documentation (Neoforge) via MCP t…
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| 60435 |
typer-mcp
Claim
Automatically converts any CLI built with Python's Typer into an MCP server wit…
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| 60436 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
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| 60437 |
Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileg…
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| 60438 |
AI-powered email assistant that enables sending, parsing, and managing emails u…
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| 60439 |
Judicature MCP
Claim
Enables searching the ak-vrana.cz website for articles by keywords and extracti…
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| 60440 |
An MCP server that exposes LDAP directory operations to AI agents, supporting f…
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| 60441 |
au-weather-mcp
Claim
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
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| 60442 |
A clean architecture backend API that registers and semantically searches data …
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| 60443 |
Muggle AI
Claim
Ship quality products with AI-powered QA that validates your app's user experie…
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| 60444 |
CICD AIops
Claim
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, …
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| 60445 |
obsidian-mcp
Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
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| 60446 |
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
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| 60447 |
Dockerfile Audit
Claim
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
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| 60448 |
Conqueror
Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
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| 60449 |
MCP Kandinsky
Claim
Generates images from text prompts using the Kandinsky neural network API, with…
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| 60450 |
rag_mcp
Claim
Enables retrieval-augmented generation by allowing LLMs to search documents in …
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