MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58701 |
imap-mcp-server
Claim
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
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| 58702 |
Lets you ask Claude questions about your Google Search Console data and get rea…
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| 58703 |
Enables fetching poker sessions and computing aggregate statistics (profit, win…
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| 58704 |
XP-MCP
Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
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| 58705 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 58706 |
searxng-http-mcp
Claim
Self-contained SearXNG MCP server in Docker. 200+ search engines, 30+ categorie…
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| 58707 |
canvas_mcp
Claim
Enables reading and writing Canvas LMS course content using browser session coo…
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| 58708 |
MCP Mercado Público
Claim
Allows AI assistants to query public procurement opportunities, purchase orders…
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| 58709 |
trust-mcp
Claim
MCP server that enables AI agents to verify each other's trust scores, register…
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| 58710 |
A MCP server for TestDino
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| 58711 |
MuntuAI
Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
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| 58712 |
weighted-compact
Claim
Inspectable memory substrate for Claude Code. Three read-only MCP tools (search…
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| 58713 |
parknyc-mcp
Claim
Enables managing NYC parking sessions, vehicles, and zones through MCP clients …
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| 58714 |
browser-mcp
Claim
An MCP server that enables AI coding tools to control a browser for automated a…
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| 58715 |
markitdown-mcp
Claim
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
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| 58716 |
GitBranchMCP
Claim
A local-first MCP server for AI programming branch notes and mainline decision …
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| 58717 |
Enables admin operations for an Identity-Service, including user management, ro…
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| 58718 |
ARL MCP Improved
Claim
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
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| 58719 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 58720 |
Enables natural language interactions with Salesforce data, metadata, and repor…
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| 58721 |
mcp-store-scraper
Claim
MCP server that scrapes app data from Google Play and Apple App Store, providin…
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| 58722 |
mcp-coordinator
Claim
Prevents AI coding agents from conflicting by coordinating file claims and reso…
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| 58723 |
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
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| 58724 |
Unredactor MCP
Claim
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
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| 58725 |
pii-anonymizer
Claim
MCP server for automatic detection and redaction of PII in text, with anonymiza…
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| 58726 |
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
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| 58727 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 58728 |
getMe MCP Server
Claim
An MCP server that exposes getMe key-value operations as MCP tools
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| 58729 |
mdfmcp
Claim
MCP server for analyzing ASAM MDF measurement data files, enabling AI assistant…
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| 58730 |
EmbeDocs-MCP
Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
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| 58731 |
zoho-bookkeeper-mcp
Claim
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
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| 58732 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 58733 |
FreeFeed MCP Server
Claim
MCP server for the FreeFeed social network API. Enables reading timelines, post…
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| 58734 |
easydeploy-ai-mcp
Claim
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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| 58735 |
goldbean
Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
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| 58736 |
Japanese Anki MCP Server
Claim
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
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| 58737 |
@hasna/domains
Claim
MCP server for domain portfolio management, registrar operations, marketplace, …
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| 58738 |
Sales Dashboard
Claim
Enables interactive sales data exploration within Claude through a dynamic dash…
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| 58739 |
mcp-server-ngzorro
Claim
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
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| 58740 |
MCP server for https://grep.app
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| 58741 |
MCP Ethers Server
Claim
A complete ethers.js v6 wrapper for Claude with 40+ tools for Ethereum blockcha…
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| 58742 |
SOAPNoteAPI
Claim
Generate clinical SOAP notes, billing codes, and visit summaries from transcrip…
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| 58743 |
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
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| 58744 |
Obsidian CLI MCP Server
Claim
Provides AI agents with Obsidian vault operations via the official CLI, includi…
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| 58745 |
local-browser-mcp-server
Claim
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
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| 58746 |
Demo
Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
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| 58747 |
mcp-rss2json
Claim
Converts RSS/Atom feeds to JSON via a single tool, enabling fetch of feed data …
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| 58748 |
Conqueror's Haki
Claim
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
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| 58749 |
questlog-mcp
Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
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| 58750 |
stock-predictions
Claim
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