MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 4 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37851 |
Pagos Data MCP Server
Claim
Enables users to retrieve BIN data for a given BIN number, with optional enhanc…
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| 37852 |
TradingView MCP Bridge
Claim
Connects AI assistants to your local TradingView Desktop app via Chrome DevTool…
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| 37853 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
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| 37854 |
mcp-http-request
Claim
Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compati…
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| 37855 |
HKC Memory Server
Claim
An MCP server for managing persistent AI memory using hybrid search (keyword + …
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| 37856 |
Threads MCP Server
Claim
A stdio MCP server for the official Threads API, enabling publishing, reading, …
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| 37857 |
ai-journal
Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
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| 37858 |
Redmine MCP Server
Claim
Enables natural language interaction with Redmine via Claude Code or other MCP …
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| 37859 |
danmaku-slides
Claim
Enables to present PDF slides with live bullet comments from audience, and to f…
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| 37860 |
vClinic MCP Server
Claim
Enables AI agents to manage virtual clinic data including patients, visits, dia…
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| 37861 |
desktop-control
Claim
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
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| 37862 |
signal-cli-mcp
Claim
An MCP server that lets AI assistants propose sending Signal messages, but noth…
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| 37863 |
waw-mcp
Claim
Gives AI agents a real email identity, OTP reading, autonomous signup, and MCP …
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| 37864 |
ContextHub
Claim
AI memory orchestration server that provides persistent, encrypted context with…
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| 37865 |
zom-brain
Claim
A nightly local pipeline that ingests zom codebases and their GitHub activity, …
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| 37866 |
evolution-api-mcp-server
Claim
Enables WhatsApp messaging and management through the Evolution API, supporting…
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| 37867 |
claude-webcache
Claim
Cross-session WebFetch cache for Claude Code. Persists fetched docs across sess…
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| 37868 |
bibtex-mcp
Claim
CLI and MCP server for fetching multiple BibTeX options from Google Scholar's v…
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| 37869 |
vedetta
Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
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| 37870 |
molmcp
Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
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| 37871 |
agnes-mcp
Claim
MCP server that exposes Agnes AI's text, image, video, and multimodal capabilit…
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| 37872 |
mcp-phone
Claim
Validates phone numbers and provides country calling codes, enabling AI agents …
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| 37873 |
xxx
Claim
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| 37874 |
Google Sheets MCP
Claim
Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 37875 |
Manages project standards, configurations, and API debugging for AI-assisted de…
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| 37876 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 37877 |
Enables AI assistants to interact with Azure DevOps through an MCP server with …
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| 37878 |
Wazuh SIEM Agent System
Claim
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
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| 37879 |
Vedic astrology (Jyotish): birth charts, divisional charts, dashas, yogas, tran…
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| 37880 |
mcp-server
Claim
Contract validation and self-healing failover for LLM APIs. 6-dimension verific…
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| 37881 |
mcp-elevenreader
Claim
MCP server for ElevenReader TTS service. Enables document management, URL/ebook…
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| 37882 |
gogcli-mcp-docs
Claim
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
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| 37883 |
nous
Claim
Provides a persistent project memory for AI assistants via MCP tools, enabling …
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| 37884 |
Crypto Price MCP Server
Claim
A Model Context Protocol server for real-time cryptocurrency price data, market…
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| 37885 |
plaid-mcp
Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
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| 37886 |
Enables AI assistants to manage architectural decisions through CRUD operations…
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| 37887 |
agentsafe
Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
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| 37888 |
Enables AI agents to fetch and search news from multiple sources including RSS/…
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| 37889 |
Luvv MCPServer
Claim
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
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| 37890 |
GitHub MCP Server
Claim
Enables LLM agents to search, read, and create GitHub issues and pull requests …
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| 37891 |
ShipScreens MCP Server
Claim
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
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| 37892 |
github-mcp
Claim
Enables AI assistants to directly operate GitHub repositories, such as listing …
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| 37893 |
mcp-server
Claim
Official Publora MCP server — schedule and publish posts across 10 social platf…
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| 37894 |
Postgres MCP Pro
Claim
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
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| 37895 |
Agentic AQUA
Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
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| 37896 |
xero-mcp-server
Claim
An MCP server that enables AI assistants to read and write Xero accounting data…
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| 37897 |
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
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| 37898 |
tcgen-st-test-mcp
Claim
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
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| 37899 |
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
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| 37900 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
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