MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46601 |
Discord MCP Server
Claim
Enables AI assistants to manage a Discord server, including creating channels, …
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| 46602 |
@spec2tools/stdio-mcp
Claim
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
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| 46603 |
CyberMem
Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
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| 46604 |
korg-recall-mcp
Claim
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
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| 46605 |
slack-mcp-claude-auth
Claim
Local stdio MCP proxy for the official Slack MCP endpoint, using Claude's Slack…
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| 46606 |
PurelyMail MCP Server
Claim
Provides AI assistants with access to PurelyMail's email management API, enabli…
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| 46607 |
cygnus-ssh-mcp
Claim
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
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| 46608 |
Kaiten MCP
Claim
MCP server and CLI tool for interacting with Kaiten project management API, opt…
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| 46609 |
mcp-incident-responder
Claim
An AI-native incident response server that exposes diagnostic tools (system sta…
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| 46610 |
Aikount MCP
Claim
MCP server for Spanish accounting for freelancers and SMEs, enabling AI agents …
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| 46611 |
Gread
Claim
Gives your AI access to the source code of all public github repos.
- Plug and…
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| 46612 |
reddit-research-mcp
Claim
MCP server for compact Reddit research packs. Enables Reddit data extraction, s…
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| 46613 |
firewalla-mcp
Claim
Exposes the Firewalla MSP API as tools for Claude Code and other MCP clients, e…
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| 46614 |
anylogicPLE-mcp
Claim
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
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| 46615 |
FlowPresentationMCP
Claim
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
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| 46616 |
symapse
Claim
Provides code analysis tools for AI coding agents to understand project archite…
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| 46617 |
flightlog
Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
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| 46618 |
MCP Icon Generator
Claim
Generates app icons with customizable text, colors, and sizes, including comple…
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| 46619 |
ffmpeg-mcp-server
Claim
Enables video processing operations (speed adjustment, keyframe optimization, c…
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| 46620 |
mcp-ebay
Claim
Enables AI agents to search products, view item details, track and place bids, …
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| 46621 |
Google Trends MCP Server
Claim
Provides access to Google Trends data including status, trending questions, and…
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| 46622 |
MCP Email Server
Claim
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
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| 46623 |
mcp-kalshi
Claim
Provides access to US-regulated prediction-market data from Kalshi, enabling qu…
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| 46624 |
A Model Context Protocol server for Fanar API tools: Islamic RAG, image generat…
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| 46625 |
Zvec MCP Bridge
Claim
Indexes project source files into a local Zvec vector database and provides sem…
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| 46626 |
memoh-mcp
Claim
MCP server for managing Memoh AI agents from Claude Code, Cursor, or any MCP-co…
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| 46627 |
sharepoint-online-mcp
Claim
Zero-config MCP server for SharePoint Online that enables managing sites, pages…
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| 46628 |
repo-memory-mcp
Claim
MCP server for sharing source-backed engineering memory across AI coding client…
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| 46629 |
leanmcp-sdk
Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
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| 46630 |
SEO MCP Server
Claim
Enables SEO page generation with competitor research and Schema.org structured …
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| 46631 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 46632 |
Enables natural language interactions with Salesforce data, metadata, and repor…
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| 46633 |
taiwan-law-mcp
Claim
一个优化过的台湾法规查询MCP服务器,提供高效的法规搜索、条文查询和关键字搜索功能,支持摘要模式减少token消耗。
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| 46634 |
unreal-engine-mcp
Claim
An MCP server that gives AI agents broad control over Unreal Engine 5.7, enabli…
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| 46635 |
Sefaria MCP Server
Claim
Enables LLMs to access and search Jewish texts from the Sefaria library through…
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| 46636 |
Test_aaa MCP Server
Claim
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
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| 46637 |
Quicken MCP Server
Claim
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
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| 46638 |
WHOOP MCP
Claim
Gives LLM agents read-only access to your WHOOP data — recovery, sleep, strain,…
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| 46639 |
atiendo24-mcp-server
Claim
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
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| 46640 |
MCP Vista CRM Loft
Claim
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
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| 46641 |
Semantic document memory using Redis vector store. Save and recall files with n…
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| 46642 |
CyberMCP
Claim
Enables cybersecurity research through Claude by providing tools for CVE lookup…
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| 46643 |
Rasdaman MCP Server
Claim
Enables natural language interaction with rasdaman databases, allowing users to…
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| 46644 |
Things MCP Server
Claim
Enables Claude to interact with task management data in the Things app, includi…
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| 46645 |
discrete-structures
Claim
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| 46646 |
superpos-mcp
Claim
MCP server that connects coding agents to Superpos cloud workspace, enabling ta…
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| 46647 |
aladin-mcp
Claim
Enables real-time book search, detailed information, and bestsellers from the A…
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| 46648 |
Alan McIntyre
Claim
Query Alan McIntyre's consulting profile — skills, project history, availabilit…
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| 46649 |
haksnbot-tools
Claim
An MCP server that lets Claude control a Minecraft bot with 40+ actions includi…
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| 46650 |
S&P 500 MCP Server
Claim
MCP server for querying S\&P 500 company data from Supabase, providing tools fo…
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