MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43301 |
A Model Context Protocol server that provides AI assistants with access to Inst…
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| 43302 |
aidevtube-mcp
Claim
Enables semantic search over per-video summaries from curated AI/coding YouTube…
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| 43303 |
MaShop MCP
Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
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| 43304 |
messages-bridge
Claim
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
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| 43305 |
reflag
Claim
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| 43306 |
FlightTicketMCP
Claim
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
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| 43307 |
moysklad-mcp-ru
Claim
Enables AI agents to read and write MoySklad inventory, orders, reports, and do…
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| 43308 |
Arr Suite MCP Server
Claim
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
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| 43309 |
odoo-mcp-gateway
Claim
Adds team-gateway mode and Microsoft SSO to Odoo MCP, allowing business users t…
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| 43310 |
sample-project
Claim
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| 43311 |
ace-context-mcp
Claim
Local-first memory for AI chats: save context in one chat, load it in any other…
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| 43312 |
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
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| 43313 |
anki-mcp
Claim
Enables safe, review-first Anki authoring with tools to inspect structure, crea…
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| 43314 |
Enables AI assistants to manage Backendless applications, including databases, …
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| 43315 |
telegram-mcp-kit
Claim
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
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| 43316 |
Rutherford MCP Server
Claim
Enables one AI coding agent to delegate tasks to, and build consensus across, m…
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| 43317 |
Elasticsearch MCP Server
Claim
MCP server that provides tools and resources to interact with Elasticsearch clu…
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| 43318 |
Fandom Wiki MCP Server
Claim
A generic MCP server that allows searching and retrieving articles, summaries, …
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| 43319 |
hailuo-mcp
Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
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| 43320 |
remote-mcp-server
Claim
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
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| 43321 |
Korea Trip Concierge
Claim
An MCP server that helps foreign tourists in Korea find places, shops, transpor…
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| 43322 |
MCPaeroedu
Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
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| 43323 |
llama-diffusion-mcp
Claim
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
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| 43324 |
MCP-Coinglass
Claim
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
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| 43325 |
ProofBase MCP Server
Claim
An AI-powered server that generates realistic, customizable customer testimonia…
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| 43326 |
bidda-compliance
Claim
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
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| 43327 |
BMI Kit
Claim
Body composition for AI: BMI, body fat, FFMI, waist-to-height, plus saved measu…
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| 43328 |
demo-mcp-server
Claim
Minimal Go MCP Server for high-performance context bridging
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| 43329 |
mcp-ai-agent-server
Claim
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
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| 43330 |
mcp-data-source
Claim
Multi-datasource MCP server that connects AI assistants to 6 database types (My…
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| 43331 |
foldkit
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resour…
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| 43332 |
Talordata MCP Server
Claim
Search Google and major search engines through Talordata SERP API for AI agents…
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| 43333 |
mcp-rule
Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
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| 43334 |
netloc8-mcp
Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
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| 43335 |
mcp-supertours
Claim
Tour and excursion search on supertours.ru — destinations across Russia and abr…
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| 43336 |
Blueprint MCP
Claim
An MCP server that enables AI assistants to control a real browser with your ex…
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| 43337 |
PVGIS MCP
Claim
MCP server that estimates photovoltaic production using the European Commission…
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| 43338 |
This MCP server enables AI assistants to interact with a SQLite database throug…
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| 43339 |
mcp-statcan
Claim
MCP server providing access to Statistics Canada time-series data via web data.
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| 43340 |
retroachievements-mcp
Claim
Enables querying and managing RetroAchievements data, including user profiles, …
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| 43341 |
mindcore-memory-mcp
Claim
A production-grade long-term memory MCP server that enables AI agents to persis…
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| 43342 |
katzilla
Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
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| 43343 |
mcp-gate402
Claim
Provides several x402 utilities to reduce token usage, web scraping, and chron …
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| 43344 |
bibtex-mcp
Claim
CLI and MCP server for fetching multiple BibTeX options from Google Scholar's v…
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| 43345 |
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify …
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| 43346 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
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| 43347 |
altium-mcp
Claim
Use Claude to control or ask questions about your Altium project.
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| 43348 |
Weather MCP Server
Claim
Provides weather alerts for US states and forecasts for given coordinates via M…
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| 43349 |
MCP server for Gotify push notifications - send messages and manage apps/client…
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| 43350 |
FortiMail MCP Server
Claim
Open-source MCP server that interfaces with FortiMail Engine API for email secu…
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