MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43001 |
Book Boulder County dryer vent cleaning via MCP ($129/$169). Confirm in 1 busin…
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| 43002 |
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
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| 43003 |
fsq-codebase
Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
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| 43004 |
DMTicket MCP Server
Claim
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
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| 43005 |
agentberg
Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
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| 43006 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 43007 |
Enables intelligent discovery and management of Claude Skills through semantic …
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| 43008 |
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
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| 43009 |
A demo MCP server for training purposes, providing mocked tools for exchange ra…
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| 43010 |
Wauldo
Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
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| 43011 |
mcp
Claim
Web intelligence for AI agents: fetch, render, extract, research. x402 micropay…
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| 43012 |
Scrapegraphai_MCP
Claim
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
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| 43013 |
embedded-docs
Claim
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
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| 43014 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 43015 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 43016 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
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| 43017 |
MCP server for AI agents to dispatch real-world tasks to verified human operato…
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| 43018 |
graphql-mcp-server
Claim
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
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| 43019 |
Instrument MCP Server
Claim
Enables natural language control of test instruments like spectrum analyzers an…
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| 43020 |
mcp-blender-server
Claim
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
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| 43021 |
mcp-ai-detection
Claim
Enables multi-tier AI-detection screening on academic papers by extracting text…
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| 43022 |
haus
Claim
OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
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| 43023 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 43024 |
mcp-hello
Claim
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| 43025 |
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
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| 43026 |
projscan
Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
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| 43027 |
weather-mcp
Claim
Provides US weather alerts and forecasts via the National Weather Service API.
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| 43028 |
MemoTrader MCP Server
Claim
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
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| 43029 |
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
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| 43030 |
MCP server for the Envato Market API that provides AI agents with purchase veri…
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| 43031 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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| 43032 |
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
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| 43033 |
Exa AI Search Server
Claim
Enable AI assistants to perform real-time web searches, academic paper searches…
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| 43034 |
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
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| 43035 |
Hevy MCP Pro
Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
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| 43036 |
AI HomeDesign MCP
Claim
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
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| 43037 |
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
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| 43038 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 43039 |
Motley MCP Server
Claim
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
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| 43040 |
font-metadata
Claim
Cloudflare Workers MCP server: font-metadata
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| 43041 |
krexel-mcp
Claim
MCP server for Krexel — ship and edit websites from any AI assistant that speak…
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| 43042 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
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| 43043 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 43044 |
MCP-Bastion
Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
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| 43045 |
TMDB MCP Server
Claim
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
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| 43046 |
codeweb
Claim
Your agents break less code and burn fewer tokens — a deterministic call graph …
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| 43047 |
Whoishiring MCP Server
Claim
Enables Claude Desktop to scan, analyze, and track job postings from Hacker New…
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| 43048 |
Exomem
Claim
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory…
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| 43049 |
MysticAPI
Claim
Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL …
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| 43050 |
CNPC JavaDoc MCP Server
Claim
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
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