MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44001 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
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| 44002 |
Newsletter Generator
Claim
Generates structured newsletters with 8 sections using AI and provides NLP anal…
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| 44003 |
CHARLIE
Claim
Unified knowledge management and agent orchestration MCP server for Claude Code…
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| 44004 |
vibe-annotations
Claim
MCP server that exposes web page annotations to AI coding agents, enabling auto…
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| 44005 |
Jamf Docs MCP Server
Claim
Provides AI assistants with direct access to Jamf official documentation, enabl…
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| 44006 |
Perplexity Web MCP
Claim
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
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| 44007 |
f1-mcp
Claim
An MCP server that provides 118+ Formula 1 analytics tools, enabling race analy…
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| 44008 |
0CompactMem
Claim
Persistent memory MCP server with OS-style demand paging, kswapd-style eviction…
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| 44009 |
Claude Figma MCP
Claim
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
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| 44010 |
Comfy Cozy
Claim
A plain-English co-pilot for ComfyUI that lets you describe image generation ch…
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| 44011 |
Roblox MCP Server
Claim
Enables real-time friend presence tracking and seamless game joining in Roblox.
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| 44012 |
Supermemory
Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
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| 44013 |
Hanzo MCP
Claim
Enables access to Hanzo APIs and Platform capabilities via MCP, along with deve…
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| 44014 |
bvbrc-mcp-server
Claim
MCP server for querying BV-BRC biological data, submitting analysis jobs (assem…
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| 44015 |
NORMA MCP Server
Claim
Free hosted MCP server for EU compliance, enabling search across 8 frameworks, …
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| 44016 |
AI Image-Gen MCP Server
Claim
Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for ge…
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| 44017 |
SearxNG MCP Server
Claim
Enables privacy-respecting web, image, video, and news searches through SearxNG…
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| 44018 |
Goofish MCP Server
Claim
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
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| 44019 |
mumuai
Claim
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| 44020 |
MCP Server
Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
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| 44021 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 44022 |
SegmentMCP
Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
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| 44023 |
files-vector-mcp-server
Claim
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 44024 |
Git MCP Server
Claim
Enables git repository operations through REST endpoints, providing access to r…
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| 44025 |
RawTree MCP Server
Claim
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
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| 44026 |
Provides a standardized interface for interacting with WhatsApp's tools and ser…
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| 44027 |
Cozi MCP Server
Claim
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
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| 44028 |
overtone-news-mcp
Claim
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
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| 44029 |
recall-mcp
Claim
Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…
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| 44030 |
Rickbot-3000 MCP Service
Claim
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
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| 44031 |
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
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| 44032 |
Keboola MCP Server
Claim
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
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| 44033 |
azure-utils-mcp
Claim
An MCP server for Azure development and operations, enabling Cosmos DB queries,…
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| 44034 |
tsurugi-python-mcp-tools
Claim
Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and …
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| 44035 |
Mnemotree
Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
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| 44036 |
keepa-adapter
Claim
MCP server for Amazon product monitoring via the Keepa API, providing 18 tools …
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| 44037 |
Credential Vault MCP
Claim
Enables secure credential storage for AI agents by encrypting secrets and provi…
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| 44038 |
Enables interaction with Xero accounting API for financial reporting, sales ana…
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| 44039 |
ChukMCPServer
Claim
A Python framework for building Model Context Protocol servers with decorator-b…
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| 44040 |
AIVectorMemory
Claim
MCP server that provides cross-session persistent memory for AI coding assistan…
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| 44041 |
limitless-ai-mcp-server
Claim
Enables AI assistants to interact with Limitless AI Pendant recordings, search,…
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| 44042 |
mcp-toolkit-hub
Claim
MCP hub server that aggregates tools from multiple domain packages into a singl…
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| 44043 |
tabby-mcp
Claim
Enables interaction with Tabby BNPL platform for managing checkout sessions, pa…
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| 44044 |
Enables interaction with Apache Airflow through the Model Context Protocol, all…
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| 44045 |
ip-geolocation-mcp
Claim
MCP server for IP geolocation lookups using ipinfo.io, with single, own, and ba…
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| 44046 |
lorem-ipsum-ai-mcp
Claim
lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
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| 44047 |
Canvas MCP
Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
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| 44048 |
Pulsar MCP Server
Claim
Enables interaction with Apache Pulsar clusters through MCP-compatible clients,…
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| 44049 |
mcp-google-oauth
Claim
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
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| 44050 |
photography-ai-mcp
Claim
photography-ai-mcp MCP server by MEOK AI Labs
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