MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58051 |
directory
Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
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| 58052 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 58053 |
imaginode
Claim
Generate AI images and videos from 89 models on one credit balance, refunds on …
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| 58054 |
Outcome-as-a-Service commerce for AI agents: discover, hire, settle on proof. L…
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| 58055 |
whitelabel-fleet-mcp
Claim
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
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| 58056 |
Claidex MCP
Claim
Biomedical failure intelligence platform for terminated trials and translationa…
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| 58057 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 58058 |
py-mcp-students
Claim
Enables LLMs to manage student records through natural language by wrapping a s…
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| 58059 |
lemgen-ai-design-mcp
Claim
Turns AI coding agents into visual creative assistants by providing a curated p…
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| 58060 |
mcp-ai-tooling-detector
Claim
Detect whether a company declares, deploys, or charges for AI, with evidence.
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| 58061 |
Halal Terminal
Claim
Shariah-compliant stock and ETF screening across AAOIFI, DJIM, FTSE, MSCI and S…
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| 58062 |
Telegram MCP Server
Claim
An MCP server for interacting with Telegram bots and channels using the Telegra…
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| 58063 |
GreenNode MCP Server
Claim
Enables AI assistants to manage VNG Cloud infrastructure including compute, sto…
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| 58064 |
kustodia-escrow
Claim
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
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| 58065 |
Trusty Squire
Claim
Trusty Squire signs up / in to websites for you so you don’t have to.
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| 58066 |
docdb-mcp
Claim
Resolves patent publication numbers to canonical DOCDB identifiers, providing i…
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| 58067 |
LXD MCP Server
Claim
Enables AI assistants to manage LXD containers and virtual machines through a s…
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| 58068 |
Generates images via SiliconFlow API with support for multiple models, concurre…
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| 58069 |
Notion DB MCP Helper
Claim
Provides tools for querying and updating Notion database rows by exact property…
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| 58070 |
code-search
Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
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| 58071 |
sales-agent
Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
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| 58072 |
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
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| 58073 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 58074 |
memory-arbiter-mcp
Claim
A lightweight, fully local MCP server that provides AI coding tools with a shar…
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| 58075 |
PopUp Organizer
Claim
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
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| 58076 |
fsq-codebase
Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
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| 58077 |
DMTicket MCP Server
Claim
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
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| 58078 |
Book Boulder County dryer vent cleaning via MCP ($129/$169). Confirm in 1 busin…
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| 58079 |
Korean stocks: median price path after each DART filing type, T+1 closes, earni…
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| 58080 |
mcp-server
Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
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| 58081 |
SpecForged
Claim
Create and evolve clear software specifications from requirements and design to…
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| 58082 |
MCP server providing AI assistants the ability to interact with NetScaler envir…
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| 58083 |
Enables intelligent discovery and management of Claude Skills through semantic …
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| 58084 |
Wauldo
Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
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| 58085 |
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
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| 58086 |
A demo MCP server for training purposes, providing mocked tools for exchange ra…
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| 58087 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 58088 |
agentberg
Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
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| 58089 |
embedded-docs
Claim
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
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| 58090 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 58091 |
Scrapegraphai_MCP
Claim
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
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| 58092 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 58093 |
MCP server for AI agents to dispatch real-world tasks to verified human operato…
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| 58094 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 58095 |
graphql-mcp-server
Claim
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
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| 58096 |
Instrument MCP Server
Claim
Enables natural language control of test instruments like spectrum analyzers an…
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| 58097 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
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| 58098 |
Ready APIs
Claim
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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| 58099 |
mcp-blender-server
Claim
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
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| 58100 |
mcp-ai-detection
Claim
Enables multi-tier AI-detection screening on academic papers by extracting text…
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