MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44851 |
Persistent memory for AI assistants with semantic search and knowledge graph re…
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| 44852 |
expression-atlas
Claim
Enables querying the EBI Expression Atlas for gene expression data across speci…
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| 44853 |
Dev Notes MCP Server
Claim
Enables Claude Code to save, list, and read markdown notes directly from conver…
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| 44854 |
portainer-mcp
Claim
Enables AI assistants to manage Portainer container environments through natura…
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| 44855 |
Env Validator
Claim
An MCP (Model Context Protocol) server that inspects your local development env…
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| 44856 |
huntflow-mcp
Claim
MCP server for HuntFlow ATS API v2, providing tools to manage vacancies, candid…
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| 44857 |
SecPipe
Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
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| 44858 |
perplexity-mcp-server
Claim
Enables interaction with Perplexity AI through MCP tools for chatting, searchin…
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| 44859 |
mcp-gitee
Claim
Full-featured MCP server exposing 200+ Gitee API v5 endpoints for repository, i…
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| 44860 |
sourcesage
Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
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| 44861 |
automatelab-ai-seo
Claim
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
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| 44862 |
zerodha-claude-mcp
Claim
Enables AI models to interact with the Zerodha trading platform for portfolio m…
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| 44863 |
mcp-test-2
Claim
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| 44864 |
Bitwig MCP Server
Claim
An MCP server that enables AI-powered music production by allowing Claude to co…
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| 44865 |
job-search-mcp
Claim
MCP server that exposes job search data from multiple boards, enabling clients …
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| 44866 |
claude-ipc-broker
Claim
A message broker enabling coordination between multiple Claude Code terminals t…
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| 44867 |
ai-act-mcp
Claim
Enables EU AI Act compliance assessment by classifying AI systems, listing obli…
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| 44868 |
A Model Context Protocol server that enables interaction with Hadoop Distribute…
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| 44869 |
bca-mcp
Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
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| 44870 |
mcp-rn-devtools
Claim
This MCP server enables real-time debugging and inspection of running React Nat…
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| 44871 |
mcp_server_wechat
Claim
基于MCP技术,实现微信聊天记录获取和消息发送的自动化操作,支持获取指定日期的聊天记录、向单个或多个好友发送消息。
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| 44872 |
voicesphere-mcp
Claim
Launch voice collection campaigns for feature phones, list active tasks, and mo…
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| 44873 |
ulanzi-mcp
Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
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| 44874 |
VAST DB MCP Server
Claim
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
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| 44875 |
down-mcp
Claim
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| 44876 |
mcp-clevelandart
Claim
Enables querying the Cleveland Museum of Art's open access API to search artwor…
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| 44877 |
Fan Token Intel MCP
Claim
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
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| 44878 |
MCP server for verifying AI agent claims vs reality — single-transcript inline …
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| 44879 |
@pulspeed/mcp-server
Claim
Enables AI agents to monitor website performance by scanning sites, retrieving …
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| 44880 |
vsfclubnew3
Claim
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| 44881 |
HubSpot CRM API Server
Claim
Provide a standardized interface to access and manage HubSpot CRM data efficien…
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| 44882 |
mcp-server-fanqie
Claim
Enables searching and reading novels from FanQie Novel platform through MCP, su…
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| 44883 |
zammad-mcp
Claim
MCP server for Zammad that focuses on workflows the standard Zammad API tooling…
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| 44884 |
mcp-x-intelligence
Claim
Read-only X/Twitter research MCP server allowing AI assistants to search viral …
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| 44885 |
adpage
Claim
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| 44886 |
timeweb-mcp
Claim
Local MCP server for Timeweb Cloud that enables running any twc CLI command and…
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| 44887 |
MCP server for connecting to Microsoft Fabric and Power BI semantic models, ena…
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| 44888 |
mpc2
Claim
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| 44889 |
openclaw-control-mcp
Claim
MCP server bridging Claude Code to the OpenClaw gateway management plane via JS…
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| 44890 |
Nex.Ai
Claim
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| 44891 |
MCP server for vacation rental direct bookings. Search properties, check availa…
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| 44892 |
vexo-mcp
Claim
Unofficial MCP server for Vexo analytics. Enables querying event names, counts,…
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| 44893 |
WordPress MCP Server
Claim
Enables AI assistants to interact with WordPress blog systems for automated con…
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| 44894 |
upwork-mcp
Claim
Connects AI agents to Upwork's GraphQL API, enabling job discovery, proposal ma…
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| 44895 |
RankedLM MCP Server
Claim
An auditable MCP gateway with JWT authentication and PostgreSQL audit logs, exp…
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| 44896 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 44897 |
eToro MCP Server
Claim
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
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| 44898 |
Site Audit Pro
Claim
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
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| 44899 |
xp-mcp
Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
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| 44900 |
CI Monitor MCP Server
Claim
Monitors Jenkins CI builds in real-time, fetching build status and logs on fail…
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