MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45901 |
Mi Fitness MCP
Claim
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
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| 45902 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 45903 |
personal-llm-wiki-kit
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Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
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| 45904 |
nj-realtor-mcp
Claim
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
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| 45905 |
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
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| 45906 |
resume-editor-mcp
Claim
MCP server for AI-native resume optimization, providing tools to load JD, analy…
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| 45907 |
femtech-radar
Claim
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
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| 45908 |
zh-dict-mcp
Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
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| 45909 |
Official MCP server for the Perplexity API Platform, enabling AI assistants to …
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| 45910 |
MCP server for the Productboard API v2. Provides 30 tools covering entities, no…
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| 45911 |
Enables fetching YouTube video transcripts with metadata, including timed capti…
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| 45912 |
CallGraph MCP Server
Claim
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
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| 45913 |
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
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| 45914 |
NEAT MCP Server
Claim
Provides AI agents with a live architecture model of a codebase, enabling queri…
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| 45915 |
MCP Database Assistant
Claim
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
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| 45916 |
dynamic-mysql-mcp
Claim
Enables secure, runtime-authenticated MySQL database querying and mutation thro…
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| 45917 |
A cloud-deployed MCP server for managing personal expenses and providing financ…
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| 45918 |
HTMLvault
Claim
Publish and manage secure HTML links: PII/secret scanning, batch create, patch …
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| 45919 |
loom
Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
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| 45920 |
demeter-mcp
Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
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| 45921 |
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
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| 45922 |
mineru-docparse-mcp
Claim
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
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| 45923 |
frida-mcp
Claim
An MCP server that enables AI models to perform Android dynamic analysis using …
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| 45924 |
Strata
Claim
AI ecosystem intelligence MCP server. Verified best practices, news, integratio…
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| 45925 |
mcp-atlassian
Claim
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
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| 45926 |
ghl-mcp
Claim
MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, p…
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| 45927 |
sienge-mcp
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| 45928 |
codex-gpt-bridge
Claim
Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…
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| 45929 |
Weather MCP Server
Claim
Provides weather forecasts for US locations using OpenStreetMap geocoding and t…
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| 45930 |
Xylent MCP Server
Claim
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
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| 45931 |
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
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| 45932 |
Provides React design and rendering patterns from patterns.dev as MCP tools and…
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| 45933 |
ES Hub Signals MCP
Claim
Enables AI agents to search and retrieve market signals, revenue ideas, and gro…
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| 45934 |
asian-etf-mcp
Claim
Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …
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| 45935 |
Gmail MCP Server
Claim
Enables sending Gmail emails through natural language via Claude Desktop by exp…
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| 45936 |
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
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| 45937 |
Font Tools MCP
Claim
Enables AI agents to diagnose, modify, and validate OTF/TTF fonts interactively…
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| 45938 |
Proton Drive MCP
Claim
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
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| 45939 |
SportteryAPI
Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
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| 45940 |
MCP server that searches documents in Qdrant using embeddings from LMStudio. Ta…
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| 45941 |
Mail.tm MCP Server
Claim
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
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| 45942 |
tickward MCP
Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
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| 45943 |
Canvas Agent
Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
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| 45944 |
UiPath MCP Server
Claim
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
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| 45945 |
hotwired-mcp
Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
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| 45946 |
cl-eli-mcp
Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
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| 45947 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 45948 |
Question Bank MCP Server
Claim
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
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| 45949 |
Exposes tools for AI agents to access honest economic data, including purchasin…
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| 45950 |
Honcho MCP Server
Claim
A remote MCP server that provides AI memory and personalization tools for Honch…
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