MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40351 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
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| 40352 |
filoo-mcp
Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
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| 40353 |
Email deliverability audit API for AI agents. Analyze any domain's email authen…
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| 40354 |
hn-tech-signal-mcp
Claim
Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…
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| 40355 |
Muggle AI
Claim
Ship quality products with AI-powered QA that validates your app's user experie…
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| 40356 |
DSers MCP Product
Claim
An MCP server that automates importing products from AliExpress, Alibaba, and A…
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| 40357 |
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
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| 40358 |
ProofFlow
Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
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| 40359 |
mcp-wayback-machine
Claim
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
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| 40360 |
test11
Claim
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| 40361 |
seedflip
Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
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| 40362 |
A lightweight gateway server that provides a unified connection entry point for…
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| 40363 |
ctxtest
Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
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| 40364 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 40365 |
fitness-agent-mcp
Claim
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
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| 40366 |
Claude MCP Starter
Claim
A production-ready MCP server template with built-in tools for file search, web…
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| 40367 |
fichapao-mcp-server
Claim
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
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| 40368 |
oci-mcp-server
Claim
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
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| 40369 |
An MCP server for calculating carbon footprints from bank statements using EPA …
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| 40370 |
knowledge-to-action-mcp
Claim
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
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| 40371 |
Indico MCP Server
Claim
Provides access to CERN Indico public events, enabling search, retrieval of eve…
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| 40372 |
mcp-pr-reviewer
Claim
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
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| 40373 |
motherduck-mcp
Claim
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
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| 40374 |
mcp-server-demo
Claim
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
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| 40375 |
MCP Project Manager
Claim
Provides project management capabilities through terminal, web UI, or MCP stdio…
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| 40376 |
omdb-mcp
Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
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| 40377 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
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| 40378 |
Micu Image MCP
Claim
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
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| 40379 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 40380 |
ContextualAgentRulesHub
Claim
MCP server for storing and retrieving context-specific agent rules, enabling AI…
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| 40381 |
clawmanagerfleet-mcp
Claim
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
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| 40382 |
MCPHub
Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
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| 40383 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
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| 40384 |
Kira
Claim
Automatically provides AI agents with proven instructions and past failure warn…
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| 40385 |
Connects AI assistants to ServiceNow CMDB via natural language, enabling queryi…
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| 40386 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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| 40387 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 40388 |
MCP Server Starter
Claim
A production-ready starter template for building Model Context Protocol (MCP) s…
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| 40389 |
Cisco MCP Pods Server
Claim
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
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| 40390 |
Supericons
Claim
Semantic SVG icon search and recommendations for AI coding agents.
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| 40391 |
focal-mcp
Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
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| 40392 |
An MCP server that combines sequential thinking with persistent memory through …
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| 40393 |
freshtrack
Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
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| 40394 |
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
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| 40395 |
simple-dicom-mcp
Claim
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
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| 40396 |
prompt-plus-plus-mcp
Claim
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
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| 40397 |
Alpha Vantage MCP
Claim
Enables access to stock and financial data from Alpha Vantage, including stocks…
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| 40398 |
my-mcp-server
Claim
A basic MCP server that implements a calculate tool for arithmetic operations (…
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| 40399 |
oh-my-sage-mcp
Claim
An MCP server that enables natural language creation and management of Xiaomi M…
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| 40400 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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